diff --git a/.buildinfo b/.buildinfo
index c53eab8..d89a865 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 821114565d9c88d4c7f7ff243a7ab8cb
+config: bc3d5b9ab66e7b74cc5283ccdb3c2f0b
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_images/fert_rates_zaf.png b/_images/fert_rates_zaf.png
new file mode 100644
index 0000000..fe4b2cf
Binary files /dev/null and b/_images/fert_rates_zaf.png differ
diff --git a/_images/imm_rates_zaf.png b/_images/imm_rates_zaf.png
new file mode 100644
index 0000000..560990a
Binary files /dev/null and b/_images/imm_rates_zaf.png differ
diff --git a/_images/mort_rates_zaf.png b/_images/mort_rates_zaf.png
new file mode 100644
index 0000000..dfac6b5
Binary files /dev/null and b/_images/mort_rates_zaf.png differ
diff --git a/_modules/index.html b/_modules/index.html
index 1f41628..077e9d9 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -17,12 +17,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -36,9 +36,9 @@
     <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
@@ -138,6 +138,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../content/intro/intro.html">
   
@@ -159,7 +161,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -315,10 +317,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -326,7 +328,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -421,8 +423,8 @@ <h1>All modules for which code is available</h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/_modules/ogzaf/calibrate.html b/_modules/ogzaf/calibrate.html
index e83f14a..028427a 100644
--- a/_modules/ogzaf/calibrate.html
+++ b/_modules/ogzaf/calibrate.html
@@ -17,12 +17,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -36,9 +36,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -138,6 +138,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../../content/intro/intro.html">
   
@@ -159,7 +161,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -315,10 +317,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -326,7 +328,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -425,6 +427,7 @@ <h1>Source code for ogzaf.calibrate</h1><div class="highlight"><pre>
             <span class="n">p</span><span class="o">.</span><span class="n">T</span><span class="p">,</span>
             <span class="mi">0</span><span class="p">,</span>
             <span class="mi">99</span><span class="p">,</span>
+            <span class="n">country_id</span><span class="o">=</span><span class="s2">&quot;710&quot;</span><span class="p">,</span>
             <span class="n">initial_data_year</span><span class="o">=</span><span class="n">p</span><span class="o">.</span><span class="n">start_year</span> <span class="o">-</span> <span class="mi">1</span><span class="p">,</span>
             <span class="n">final_data_year</span><span class="o">=</span><span class="n">p</span><span class="o">.</span><span class="n">start_year</span> <span class="o">+</span> <span class="mi">1</span><span class="p">,</span>
             <span class="n">GraphDiag</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
@@ -438,6 +441,7 @@ <h1>Source code for ogzaf.calibrate</h1><div class="highlight"><pre>
             <span class="n">p</span><span class="o">.</span><span class="n">T</span><span class="p">,</span>
             <span class="mi">0</span><span class="p">,</span>
             <span class="mi">99</span><span class="p">,</span>
+            <span class="n">country_id</span><span class="o">=</span><span class="s2">&quot;710&quot;</span><span class="p">,</span>
             <span class="n">initial_data_year</span><span class="o">=</span><span class="n">p</span><span class="o">.</span><span class="n">start_year</span> <span class="o">-</span> <span class="mi">1</span><span class="p">,</span>
             <span class="n">final_data_year</span><span class="o">=</span><span class="n">p</span><span class="o">.</span><span class="n">start_year</span> <span class="o">+</span> <span class="mi">1</span><span class="p">,</span>
             <span class="n">GraphDiag</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
@@ -527,8 +531,8 @@ <h1>Source code for ogzaf.calibrate</h1><div class="highlight"><pre>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/_modules/ogzaf/macro_params.html b/_modules/ogzaf/macro_params.html
index f5f7623..8dc76d4 100644
--- a/_modules/ogzaf/macro_params.html
+++ b/_modules/ogzaf/macro_params.html
@@ -17,12 +17,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -36,9 +36,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -138,6 +138,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../../content/intro/intro.html">
   
@@ -159,7 +161,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -315,10 +317,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -326,7 +328,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -671,8 +673,8 @@ <h1>Source code for ogzaf.macro_params</h1><div class="highlight"><pre>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/_sources/content/calibration/UBI.md b/_sources/content/calibration/UBI.md
index 6045647..38dc7f6 100644
--- a/_sources/content/calibration/UBI.md
+++ b/_sources/content/calibration/UBI.md
@@ -3,15 +3,15 @@
 
 [TODO: This section is far along but needs to be updated.]
 
-We have included the modeling of a universal basic income (UBI) policy directly in the theory and code for [`OG-Core`] on which dependency the `OG-USA` is based. UBI shows up in the household budget constraint {eq}`EqHHBC`, and is described in the [Budget Constraint](https://pslmodels.github.io/OG-Core/content/theory/households.html#budget-constraint) section of the Households chapter of the `OG-Core` documentation. We calculate the time series of a UBI matrix $ubi_{j,s,t}$ representing the UBI transfer to every household with head of household age $s$, lifetime income group $j$, in period $t$. We calculate the time series of this matrix from five parameters and some household composition data that we impose upon the existing demographics of `OG-USA`.
+We have included the modeling of a universal basic income (UBI) policy directly in the theory and code for [`OG-Core`] on which dependency the `OG-ZAF` is based. UBI shows up in the household budget constraint {eq}`EqHHBC`, and is described in the [Budget Constraint](https://pslmodels.github.io/OG-Core/content/theory/households.html#budget-constraint) section of the Households chapter of the `OG-Core` documentation. We calculate the time series of a UBI matrix $ubi_{j,s,t}$ representing the UBI transfer to every household with head of household age $s$, lifetime income group $j$, in period $t$. We calculate the time series of this matrix from five parameters and some household composition data that we impose upon the existing demographics of `OG-ZAF`.
 
 
 (SecUBIcalc)=
 ## Calculating UBI
 
-  We calculate the time series of UBI household transfers in model units $ubi_{j,s,t)}$ and the time series of total UBI expenditures in model units $UBI_t$ from five parameters described in the [`ogusa_default_parameters.json`](https://github.com/PSLmodels/OG-USA/blob/master/ogusa/ogusa_default_parameters.json) file (`ubi_growthadj`, `ubi_nom_017`, `ubi_nom_1864`, `ubi_nom_65p`, and `ubi_nom_max`) interfaced with the `OG-USA` demographic dynamics over lifetime income groups $j$ and ages $s$, and multiplied by household composition matrices from the `Calibrate` class of the `OG-USA/ogusa/calibrate.py` module in the repository.
+  We calculate the time series of UBI household transfers in model units $ubi_{j,s,t)}$ and the time series of total UBI expenditures in model units $UBI_t$ from five parameters described in the [`ogzaf_default_parameters.json`](https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/ogzaf_default_parameters.json) file (`ubi_growthadj`, `ubi_nom_017`, `ubi_nom_1864`, `ubi_nom_65p`, and `ubi_nom_max`) interfaced with the `OG-ZAF` demographic dynamics over lifetime income groups $j$ and ages $s$, and multiplied by household composition matrices from the `Calibrate` class of the `OG-ZAF/ogzaf/calibrate.py` module in the repository.
 
-  From the [OG-USA](https://github.com/PSLmodels/OG-USA) repository, we have four $S\times J$ matrices `ubi_num_017_mat`$_{j,s}$, `ubi_num_1864_mat`$_{j,s}$, and `ubi_num_65p_mat`$_{j,s}$ representing the number of children under age 0-17, number of adults ages 18-64, and the number of seniors age 65 and over, respectively, by lifetime ability group $j$ and age $s$ of head of household. Because our demographic age data match up well with head-of-household data from other datasets, we do not have to adjust the values in these matrices.[^HOH_age_dist_note]
+  From the [OG-ZAF](https://github.com/EAPD-DRB/OG-ZAF) repository, we have four $S\times J$ matrices `ubi_num_017_mat`$_{j,s}$, `ubi_num_1864_mat`$_{j,s}$, and `ubi_num_65p_mat`$_{j,s}$ representing the number of children under age 0-17, number of adults ages 18-64, and the number of seniors age 65 and over, respectively, by lifetime ability group $j$ and age $s$ of head of household. Because our demographic age data match up well with head-of-household data from other datasets, we do not have to adjust the values in these matrices.[^HOH_age_dist_note]
 
   Now we can solve for the dollar-valued (as opposed to model-unit-valued) UBI transfer to each household in the first period $ubi^{\$}_{j,s,t=0}$ in the following way. Let the parameter `ubi_nom_017` be the dollar value of the UBI transfer to each household per dependent child age 17 and under. Let the parameter `ubi_nom_1864` be the dollar value of the UBI transfer to each household per adult between the ages of 18 and 64. Let `ubi_nom_65p` be the dollar value of UBI transfer to each household per senior 65 and over. And let `ubi_nom_max` be the maximum UBI benefit per household.
 
@@ -57,6 +57,6 @@ We have included the modeling of a universal basic income (UBI) policy directly
 (SecUBIfootnotes)=
 ## Footnotes
 
-[^HOH_age_dist_note]: DeBacker and Evans compared the `OG-USA` age demographics $\hat{\omega}_{s,t}$ with the respective age demographics in Tax Policy Center's microsimulation model and in [Tax-Calculator](https://github.com/PSLmodels/Tax-Calculator)'s microsimulation model. The latter two microsimulation models' age demographics are based on head of household tax filer age distributions, whereas `OG-USA`'s demographics are based on the population age distribution.
+[^HOH_age_dist_note]: DeBacker and Evans compared the `OG-ZAF` age demographics $\hat{\omega}_{s,t}$ with the respective age demographics in Tax Policy Center's microsimulation model and in [Tax-Calculator](https://github.com/PSLmodels/Tax-Calculator)'s microsimulation model. The latter two microsimulation models' age demographics are based on head of household tax filer age distributions, whereas `OG-ZAF`'s demographics are based on the population age distribution.
 
-[^GrowthAdj_note]: We impose this requirement of `ubi_growthadj = False` when `g_y_annual < 0` in the [`ogusa_default_parameters.json`](https://github.com/PSLmodels/OG-USA/blob/master/ogusa/ogusa_default_parameters.json) "validators" specification of the parameter.
+[^GrowthAdj_note]: We impose this requirement of `ubi_growthadj = False` when `g_y_annual < 0` in the [`ogzaf_default_parameters.json`](https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/ogzaf_default_parameters.json) "validators" specification of the parameter.
diff --git a/_sources/content/calibration/demographics.md b/_sources/content/calibration/demographics.md
index 9ea90c3..d4d96de 100644
--- a/_sources/content/calibration/demographics.md
+++ b/_sources/content/calibration/demographics.md
@@ -1,14 +1,13 @@
 ---
 jupytext:
+  formats: md:myst
   text_representation:
     extension: .md
     format_name: myst
-    format_version: '0.8'
-    jupytext_version: '1.4.1'
 kernelspec:
   display_name: Python 3
   language: python
-  name: ogzaf-dev
+  name: python3
 ---
 
 (Chap_Demog)=
@@ -18,7 +17,7 @@ We start the `OG-ZAF` section on modeling the household with a description of th
 
 In this chapter, we characterize the equations and parameters that govern the transition dynamics of the population distribution by age. In `OG-ZAF`, we take the approach of taking mortality rates and fertility rates from outside estimates. But we estimate our immigration rates as residuals using the mortality rates, fertility rates, and at least two consecutive periods of population distribution data. This approach makes sense if one is modeling a country in which one is not confident in the immigration rate data. If the country has good immigration data, then the immigration residual approach we describe below can be skipped.
 
-We define $\omega_{s,t}$ as the number of households of age $s$ alive at time $t$. A measure $\omega_{1,t}$ of households is born in each period $t$ and live for up to $E+S$ periods, with $S\geq 4$.[^calibage_note] Households are termed ``youth'', and do not participate in market activity during ages $1\leq s\leq E$. The households enter the workforce and economy in period $E+1$ and remain in the workforce until they unexpectedly die or live until age $s=E+S$. We model the population with households age $s\leq E$ outside of the workforce and economy in order most closely match the empirical population dynamics.
+We define $\omega_{s,t}$ as the number of households of age $s$ alive at time $t$. A measure $\omega_{1,t}$ of households is born in each period $t$ and live for up to $E+S$ periods, with $S\geq 4$.[^calibage_note] Households are termed "youth", and do not participate in market activity during ages $1\leq s\leq E$. The households enter the workforce and economy in period $E+1$ and remain in the workforce until they unexpectedly die or live until age $s=E+S$. We model the population with households age $s\leq E$ outside of the workforce and economy in order most closely match the empirical population dynamics.
 
 The population of agents of each age in each period $\omega_{s,t}$ evolves according to the following function,
 ```{math}
@@ -56,12 +55,106 @@ We discuss the approach to estimating fertility rates $f_s$, mortality rates $\r
 
   In `OG-ZAF`, we assume that the fertility rates for each age cohort $f_s$ are constant across time. However, this assumption is conceptually straightforward to relax. Our data for South Africa fertility rates by age come from United Nations fertility rate data for a country for some range of years (at least one year) and by age. The country_id=710 is for South Africa. These data come from the United Nations Data Portal API for UN population data (see https://population.un.org/dataportal/about/dataapi). The UN variable code for Population by 1-year age groups and sex is "47" and that for Fertility rates by age of mother (1-year) is "68".
 
+  {numref}`Figure %s <FigFertRatesZAF>` was created using the [`ogcore.demographics.get_fert()`](https://github.com/PSLmodels/OG-Core/blob/master/ogcore/demographics.py#L146) function, which downloaded the data from the United National Data Portal API and plotted it in Python.[^un_data_portal]
+
+  ```{code-cell} ipython3
+  :tags: ["hide-input", "remove-output"]
+
+  import numpy as np
+  import matplotlib.pyplot as plt
+  import ogcore.demographics as demog
+
+  fert_rates = demog.get_fert(
+      totpers=100,
+      min_age=0,
+      max_age=99,
+      country_id="710",
+      start_year=2023,
+      end_year=2023,
+      graph=False,
+      plot_path=None,
+      download_path=None,
+  )
+  plt.plot(
+      np.arange(1, 101), np.squeeze(fert_rates), linestyle="-", linewidth=1,
+      color="black"
+  )
+  plt.scatter(
+      np.arange(1, 101), np.squeeze(fert_rates), color="red", marker="o", s=4
+  )
+  plt.grid(
+      visible=True, which='major', axis='both', color='0.5', linestyle='--',
+      linewidth=0.3
+  )
+  plt.xlabel(r"Age ($s$)")
+  plt.ylabel(r"Fertility rate ($f_s$)")
+  plt.savefig('fert_rates_zaf.png')
+  plt.show()
+  ```
+
+  ```{figure} ./images/fert_rates_zaf.png
+  ---
+  height: 400px
+  name: FigFertRatesZAF
+  ---
+  South Africa fertility rates by age $\left(f_s\right)$ for $E+S=100$: year 2023
+  ```
+
+  The fertility rates in the UN data are births per 1,000 women of age-$s$. We adjust the units of those rates to represent the number of births per total population of both men and women of age-$s$.
+
+
 (SecDemogMort)=
 ## Mortality rates
 
-  The mortality rates in our model $\rho_s$ are a one-period hazard rate and represent the probability of dying within one year, given that an household is alive at the beginning of period $s$. We assume that the mortality rates for each age cohort $\rho_s$ are constant across time. These data come from the United Nations Population Data Portal API for UN population data (see https://population.un.org/dataportal/about/dataapi). The model uses neonatal mortality rates (deaths per 1,000 live births, divided by 1,000) from World Bank World Development Indicators, available at https://data.worldbank.org/indicator/SH.DYN.NMRT
-  
-  The mortality rates are a population-weighted average of the male and female mortality rates reported by United Nations. The maximum age in years in our model is truncated to 100-years old. In addition, we constrain the mortality rate to be 1.0 or 100 percent at the maximum age of 100.
+  The mortality rates in our model $\rho_s$ are a one-period hazard rate and represent the probability of dying within one year, given that an household is alive at the beginning of the period in which they are age-$s$. We assume that the mortality rates for each age cohort $\rho_s$ are constant across time. But this assumption can be relaxed. These data come from the United Nations Population Data Portal API for UN population data (see https://population.un.org/dataportal/about/dataapi). The model uses neonatal mortality rates (deaths per 1,000 live births, divided by 1,000) for the infant mortality rate from World Bank World Development Indicators, available at https://data.worldbank.org/indicator/SH.DYN.NMRT
+
+  The mortality rates are a population-weighted average of the male and female mortality rates by one-year age increments reported by United Nations. The maximum age in years in our model is truncated to 100-years old. In addition, we constrain the mortality rate to be 1.0 or 100 percent at the maximum age of 100.
+
+  ```{code-cell} ipython3
+  :tags: ["hide-input", "remove-output"]
+
+  import numpy as np
+  import matplotlib.pyplot as plt
+  import ogcore.demographics as demog
+
+  mort_rates, inf_mort_rate = demog.get_mort(
+      totpers=100,
+      min_age=0,
+      max_age=99,
+      country_id="710",
+      start_year=2023,
+      end_year=2023,
+      graph=False,
+      plot_path=None,
+      download_path=None,
+  )
+
+  plt.plot(
+      np.arange(0, 101), np.hstack((inf_mort_rate, np.squeeze(mort_rates))),
+      linestyle="-", linewidth=1, color="black"
+  )
+  plt.scatter(
+      np.arange(0, 101), np.hstack((inf_mort_rate, np.squeeze(mort_rates))),
+      color="red", marker="o", s=4
+  )
+  plt.grid(
+      visible=True, which='major', axis='both', color='0.5', linestyle='--',
+      linewidth=0.3
+  )
+  plt.xlabel(r"Age ($s$)")
+  plt.ylabel(r"Mortality rate ($\rho_s$)")
+  plt.savefig('mort_rates_zaf.png')
+  plt.show()
+  ```
+
+  ```{figure} ./images/mort_rates_zaf.png
+  ---
+  height: 400px
+  name: FigMortRatesZAF
+  ---
+  South Africa mortility rates by age $\left(\rho_s\right)$ for $E+S=100$: year 2023
+  ```
+
 
 (SecDemogImm)=
 ## Immigration rates
@@ -74,9 +167,55 @@ We discuss the approach to estimating fertility rates $f_s$, mortality rates $\r
       i_{s+1} &= \frac{\omega_{s+1,t+1} - (1 - \rho_s)\omega_{s,t}}{\omega_{s+1,t}}\qquad\qquad\forall t\quad\text{and}\quad 1\leq s \leq E+S-1
   ```
 
-  
+  ```{code-cell} ipython3
+  :tags: ["hide-input", "remove-output"]
+
+  import numpy as np
+  import matplotlib.pyplot as plt
+  import ogcore.demographics as demog
+
+  imm_rates = demog.get_imm_rates(
+      totpers=100,
+      min_age=0,
+      max_age=99,
+      fert_rates=None,
+      mort_rates=None,
+      infmort_rates=None,
+      pop_dist=None,
+      country_id="710",
+      start_year=2023,
+      end_year=2023,
+      graph=False,
+      plot_path=None,
+      download_path=None,
+  )
+
+  plt.plot(
+      np.arange(1, 101), np.squeeze(imm_rates), linestyle="-", linewidth=1,
+      color="black"
+  )
+  plt.scatter(
+      np.arange(1, 101), np.squeeze(imm_rates), color="red", marker="o", s=4
+  )
+  plt.grid(
+      visible=True, which='major', axis='both', color='0.5', linestyle='--',
+      linewidth=0.3
+  )
+  plt.xlabel(r"Age ($s$)")
+  plt.ylabel(r"Immigration rate ($i_s$)")
+  plt.savefig('imm_rates_zaf.png')
+  plt.show()
+  ```
+
+  ```{figure} ./images/imm_rates_zaf.png
+  ---
+  height: 400px
+  name: FigImmRatesZAF
+  ---
+  South Africa immigration rates by age $\left(\rho_s\right)$ for $E+S=100$: year 2023
+  ```
 
-  We calculate our immigration rates for three different consecutive-year-periods of population distribution data (2010 through 2013). Our four years of population distribution by age data come from {cite}`Census:2015`. The immigration rates $i_s$ that we use in our model are the the residuals described in {eq}`EqPopImmRates` averaged across the three periods. {numref}`Figure %s <FigImmRates>` shows the estimated immigration rates for $E+S=100$ and given the fertility rates from Section {ref}`SecDemogFert` and the mortality rates from Section {ref}`SecDemogMort`.
+  We calculate our immigration rates for the consecutive-year-periods of population distribution data 2022 and 2023. The immigration rates $i_s$ that we use in our model are the the residuals described in {eq}`EqPopImmRates` implied by these two consecutive periods. {numref}`Figure %s <FigImmRatesZAF>` shows the estimated immigration rates for $E+S=100$ and given the fertility rates from Section {ref}`SecDemogFert` and the mortality rates from Section {ref}`SecDemogMort`. These immigration rates show large out-migration from South Africa.[^out_migration]
 
   At the end of Section {ref}`SecDemogPopSSTP`, we describe a small adjustment that we make to the immigration rates after a certain number of periods in order to make computation of the transition path equilibrium of the model compute more robustly.
 
@@ -225,3 +364,5 @@ We discuss the approach to estimating fertility rates $f_s$, mortality rates $\r
 
 [^calibage_note]: Theoretically, the model works without loss of generality for $S\geq 3$. However, because we are calibrating the ages outside of the economy to be one-fourth of $S$ (e.g., ages 21 to 100 in the economy, and ages 1 to 20 outside of the economy), it is convenient for $S$ to be at least 4.
 [^houseprob_note]: The parameter $\rho_s$ is the probability that a household of age $s$ dies before age $s+1$.
+[^un_data_portal]: Note that you might need a UN Data Portal API token to download the data directly from the United Nations Data Portal site. But the [`demographics.py`](https://github.com/PSLmodels/OG-Core/blob/master/ogcore/demographics.py) module will take the data from a pre-downloaded site if the API token is missing or fails.
+[^out_migration]: Out migration in South Africa is clearly a significant trend. {cite}`BusinessTech:2024` reports that "since 2000, around 413,000 South Africans have emigrated to other countries - and in 2022, just under 28,000 made their way back."
diff --git a/_sources/content/calibration/exogenous_parameters.md b/_sources/content/calibration/exogenous_parameters.md
index 5e3e08a..a82a2a3 100644
--- a/_sources/content/calibration/exogenous_parameters.md
+++ b/_sources/content/calibration/exogenous_parameters.md
@@ -16,7 +16,7 @@ kernelspec:
 
   [TODO: This chapter needs heavy updating. Would be nice to do something similar to API chapter. But it is also nice to have references and descriptions as in the table below.]
 
-  In this chapter, list the exogenous inputs to the model, options, and where the values come from (weak calibration vs. strong calibration). Point to the respective chapters for some of the inputs. Mention the code in [`default_parameters.json`](https://github.com/PSLmodels/OG-USA/blob/master/ogusa/default_parameters.json) and [`parameters.py`](https://github.com/PSLmodels/OG-USA/blob/master/ogusa/parameters.py).
+  In this chapter, list the exogenous inputs to the model, options, and where the values come from (weak calibration vs. strong calibration). Point to the respective chapters for some of the inputs. Mention the code in [`ogzaf_default_parameters.json`](https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/ogzaf_default_parameters.json) in the OG-ZAF repository and in [`default_parameters.json`](https://github.com/PSLmodels/OG-Core/blob/master/ogcore/default_parameters.json) and [`parameters.py`](https://github.com/PSLmodels/OG-Core/blob/master/ogcore/parameters.py) in the OG-Core repository.
 
   <!-- +++
   ```{code-cell} ogzaf-dev
diff --git a/_sources/content/calibration/tax_functions.md b/_sources/content/calibration/tax_functions.md
index 81dd294..549bb0d 100644
--- a/_sources/content/calibration/tax_functions.md
+++ b/_sources/content/calibration/tax_functions.md
@@ -1,9 +1,9 @@
 (Chap_TaxCalc)=
 # Tax Functions
 
-The government is not an optimizing agent in `OG-USA`. The government levies taxes on households, provides transfers to households, levies taxes on firms, spends resources on public goods, and makes rule-based adjustments to stabilize the economy in the long-run. The government can run budget deficits or surpluses in a given year and must, therefore, be able to accumulate debt or savings.
+The government is not an optimizing agent in `OG-ZAF`. The government levies taxes on households, provides transfers to households, levies taxes on firms, spends resources on public goods, and makes rule-based adjustments to stabilize the economy in the long-run. The government can run budget deficits or surpluses in a given year and must, therefore, be able to accumulate debt or savings.
 
-The government sector influences households through two terms in the household budget constraint {eq}`EqHHBC`---government transfers $TR_{t}$ and through the total tax liability function $T_{s,t}$, which can be decomposed into the effective tax rate times total income {eq}`EqTaxCalcLiabETR2`. In this chapter, we detail the household tax component of government activity $T_{s,t}$ in `OG-USA`, along with our method of incorporating detailed microsimulation data into a dynamic general equilibrium model.
+The government sector influences households through two terms in the household budget constraint {eq}`EqHHBC`---government transfers $TR_{t}$ and through the total tax liability function $T_{s,t}$, which can be decomposed into the effective tax rate times total income {eq}`EqTaxCalcLiabETR2`. In this chapter, we detail the household tax component of government activity $T_{s,t}$ in `OG-ZAF`, along with our method of incorporating detailed microsimulation data into a dynamic general equilibrium model.
 
 ```{math}
 :label: EqHHBC
@@ -16,12 +16,12 @@ Incorporating realistic tax and incentive detail into a general equilibrium mode
 
 The second difficulty in modeling realistic tax and incentive detail is the need for good microeconomic data on the individuals who make up the economy from which to simulate behavioral responses and corresponding tax liabilities and tax rates.
 
-`OG-USA` follows the method of {cite}`DeBackerEtAl:2019` of generating detailed tax data on effective tax rates and marginal tax rates for a sample of tax filers along with their respective income and demographic characteristics and then using that data to estimate parametric tax functions that can be incorporated into `OG-USA`.
+`OG-ZAF` follows the method of {cite}`DeBackerEtAl:2019` of generating detailed tax data on effective tax rates and marginal tax rates for a sample of tax filers along with their respective income and demographic characteristics and then using that data to estimate parametric tax functions that can be incorporated into `OG-ZAF`.
 
 (SecTaxCalcRateTheory)=
 ## Effective and Marginal Tax Rates
 
-  Before going into more detail regarding how we handle these two difficulties in `OG-USA`, we need to define some functions and make some notation. For notational simplicity, we will use the variable $x$ to summarize labor income, and we will use the variable $y$ to summarize capital income.
+  Before going into more detail regarding how we handle these two difficulties in `OG-ZAF`, we need to define some functions and make some notation. For notational simplicity, we will use the variable $x$ to summarize labor income, and we will use the variable $y$ to summarize capital income.
 
   ```{math}
   :label: EqTaxCalcLabInc
@@ -41,7 +41,7 @@ The second difficulty in modeling realistic tax and incentive detail is the need
 
   Rearranging {eq}`EqTaxCalcLiabETR2` gives the definition of an effective tax rate ($ETR$) as total tax liability divided by unadjusted gross income, or rather, total tax liability as a percent of unadjusted gross income.
 
-  A marginal tax rate ($MTR$) is defined as the change in total tax liability from a small change income. In `OG-USA`, we differentiate between the marginal tax rate on labor income ($MTRx$) and the marginal tax rate on capital income ($MTRy$).
+  A marginal tax rate ($MTR$) is defined as the change in total tax liability from a small change income. In `OG-ZAF`, we differentiate between the marginal tax rate on labor income ($MTRx$) and the marginal tax rate on capital income ($MTRy$).
 
   ```{math}
   :label: EqTaxCalcMTRx
@@ -67,11 +67,11 @@ The second difficulty in modeling realistic tax and incentive detail is the need
 (SecTaxCalcMicro)=
 ## Microeconomic Data
 
-  For `OG-USA`, we use an open source microsimulation model called `Tax-Calculator` that uses microeconomic data on U.S. households from the Internal Revenue Service (IRS) Statistics of Income (SOI) Public Use File (PUF).[^taxcalc_note]  For users that have not paid for access to the Public Use File (PUF), `Tax-Calculator` has an option to use a CPS matched dataset that is publicly available free of charge that has the same general properties as the PUF.
+  For `OG-ZAF`, we use an open source microsimulation model called `Tax-Calculator` that uses microeconomic data on U.S. households from the Internal Revenue Service (IRS) Statistics of Income (SOI) Public Use File (PUF).[^taxcalc_note]  For users that have not paid for access to the Public Use File (PUF), `Tax-Calculator` has an option to use a CPS matched dataset that is publicly available free of charge that has the same general properties as the PUF.
 
-  `Tax-Calculator` starts with the underlying population microeconomic data, in which each observation is a filer with a population weight that renders the sample representative. It then processes the relevant income and demographic characteristics in order to calculate the tax liability of each individual, according to all the rich tax law of the United States tax code. `Tax-Calculator` can then calculate effective tax rates for all of these individuals, thereby creating a sample of how ETR's are related to other variables in our `OG-USA` model, such as total income $x + y$, labor income $x$, and capital income $y$. `Tax-Calculator` can also generate marginal tax rates by adding a dollar to each filer's income of a particular type and calculate how the filer's tax liability changes. This is a finite difference calculation of a derivative.
+  `Tax-Calculator` starts with the underlying population microeconomic data, in which each observation is a filer with a population weight that renders the sample representative. It then processes the relevant income and demographic characteristics in order to calculate the tax liability of each individual, according to all the rich tax law of the United States tax code. `Tax-Calculator` can then calculate effective tax rates for all of these individuals, thereby creating a sample of how ETR's are related to other variables in our `OG-ZAF` model, such as total income $x + y$, labor income $x$, and capital income $y$. `Tax-Calculator` can also generate marginal tax rates by adding a dollar to each filer's income of a particular type and calculate how the filer's tax liability changes. This is a finite difference calculation of a derivative.
 
-  {numref}`Figure %s <FigTaxCalcETRtotinc>` shows a scatter plot of $ETR$'s for 43-year-olds in 2017 and unadjusted gross income $x + y$. It is clear that $ETR$ is positively related to income. It is also clear that a significant number of filers have a negative $ETR$. We will discuss in Section {ref}`SecTaxCalcFuncs` the functional form `OG-USA` uses to best capture the main characteristics of these ETR data.
+  {numref}`Figure %s <FigTaxCalcETRtotinc>` shows a scatter plot of $ETR$'s for 43-year-olds in 2017 and unadjusted gross income $x + y$. It is clear that $ETR$ is positively related to income. It is also clear that a significant number of filers have a negative $ETR$. We will discuss in Section {ref}`SecTaxCalcFuncs` the functional form `OG-ZAF` uses to best capture the main characteristics of these ETR data.
 
   ```{figure} ./images/Compare_ETR_functions.png
   ---
@@ -101,7 +101,7 @@ The second difficulty in modeling realistic tax and incentive detail is the need
 (SecTaxCalcFuncs_DEP)=
 ### Default Tax Functional Form
 
-  For the default option, `OG-USA` follows the approach of {cite}`DeBackerEtAl:2019` in using the following functional form to estimate tax functions for each age $s=E+1, E+2, ... E+S$ in each time period $t$. This option can be manually selected by setting the parameter `tax_func_type="DEP"`. Alternative specifications are outlined in Section {ref}`SecTaxCalcFuncs_Alt` below. Equation {eq}`EqTaxCalcTaxFuncForm` is written as a generic tax rate, but we use this same functional form for $ETR$'s, $MTRx$'s, and $MTRy$'s.
+  For the default option, `OG-ZAF` follows the approach of {cite}`DeBackerEtAl:2019` in using the following functional form to estimate tax functions for each age $s=E+1, E+2, ... E+S$ in each time period $t$. This option can be manually selected by setting the parameter `tax_func_type="DEP"`. Alternative specifications are outlined in Section {ref}`SecTaxCalcFuncs_Alt` below. Equation {eq}`EqTaxCalcTaxFuncForm` is written as a generic tax rate, but we use this same functional form for $ETR$'s, $MTRx$'s, and $MTRy$'s.
   ```{math}
   :label: EqTaxCalcTaxFuncForm
     \tau(x,y) = &\Bigl[\tau(x) + shift_x\Bigr]^\phi\Bigl[\tau(y) + shift_y\Bigr]^{1-\phi} + shift \\
@@ -240,15 +240,15 @@ The second difficulty in modeling realistic tax and incentive detail is the need
 
   The underlying data can limit the number of tax functions that can be estimated. For example, we use the age of the primary filer from the PUF-CPS match to be equivalent to the age of the DGE model household. The DGE model we use allows for individuals up to age 100, however the data contain few primary filers with age above age 80. Because we cannot reliably estimate tax functions for $s>80$, we apply the tax function estimates for 80 year-olds to those with model ages 81 to 100. In the case certain ages below age 80 have too few observations to enable precise estimation of the model parameters, we use a linear interpolation method to find the values for those ages $21\leq s <80$ that cannot be precisely estimated. [^interpolation_note]
 
-  In `OG-USA`, we estimate the 12-parameter functional form {eq}`EqTaxCalcTaxFuncForm` using weighted nonlinear least squares to fit an effective tax rate function $(\tau^{etr}_{s,t})$, a marginal tax rate of labor income function $(\tau^{mtrx}_{s,t})$, and a marginal tax rate of capital income function $(\tau^{mtry}_{s,t})$ for each age $E+1\leq s\leq E+S$ and each of the first 10 years from the current period. [^param_note] That means we have to perform 2,400 estimations of 12 parameters each. {numref}`Figure %s <FigTaxCalc3DvsPred>` shows the predicted surfaces for $\tau^{etr}_{s=42,t=2017}$, $\tau^{mtrx}_{s=42,t=2017}$, and $\tau^{mtry}_{s=42,t=2017}$ along with the underlying scatter plot data from which those functions were estimated. {numref}`TabTaxCalcEst42` shows the estimated values of those functional forms.
+  In `OG-ZAF`, we estimate the 12-parameter functional form {eq}`EqTaxCalcTaxFuncForm` using weighted nonlinear least squares to fit an effective tax rate function $(\tau^{etr}_{s,t})$, a marginal tax rate of labor income function $(\tau^{mtrx}_{s,t})$, and a marginal tax rate of capital income function $(\tau^{mtry}_{s,t})$ for each age $E+1\leq s\leq E+S$ and each of the first 10 years from the current period. [^param_note] That means we have to perform 2,400 estimations of 12 parameters each. {numref}`Figure %s <FigTaxCalc3DvsPred>` shows the predicted surfaces for $\tau^{etr}_{s=42,t=2017}$, $\tau^{mtrx}_{s=42,t=2017}$, and $\tau^{mtry}_{s=42,t=2017}$ along with the underlying scatter plot data from which those functions were estimated. {numref}`TabTaxCalcEst42` shows the estimated values of those functional forms.
 
-  The full set of estimated values are calculated using the [`get_tax_function_parameters`](https://github.com/PSLmodels/OG-USA/blob/master/ogusa/calibrate.py#L82) method of the [`Calibration`](https://github.com/PSLmodels/OG-USA/blob/master/ogusa/calibrate.py#L20) class  of the [`OG-USA/ogusa/calibrate.py`](https://github.com/PSLmodels/OG-USA/blob/master/ogusa/calibrate.py#L20) module. And the estimated baseline values are stored in the [`ogusa_default_parameters.json`](https://github.com/PSLmodels/OG-USA/blob/master/ogusa/ogusa_default_parameters.json) file.
+  The full set of estimated values are calculated using the [`get_tax_function_parameters`](https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/calibrate.py#L82) method of the [`Calibration`](https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/calibrate.py#L20) class  of the [`OG-ZAF/ogzaf/calibrate.py`](https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/calibrate.py#L20) module. And the estimated baseline values are stored in the [`ogzaf_default_parameters.json`](https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/ogzaf_default_parameters.json) file.
 
 
 (SecTaxCalcFuncs_Alt)=
 ### Alternative Functional Forms
 
-  In addition to the default option using tax functions of the form developed by {cite}`DeBackerEtAl:2019`, `OG-USA` also allows users to specify alternative tax functions.  Three alternatives are offered:
+  In addition to the default option using tax functions of the form developed by {cite}`DeBackerEtAl:2019`, `OG-ZAF` also allows users to specify alternative tax functions.  Three alternatives are offered:
 
   1. Functions as in {cite}`DeBackerEtAl:2019`, but where $\tau^{etr}_{s,t}$, $\tau^{mtrx}_{s,t}$, and $\tau^{mtry}_{s,t}$ are functions of total income (i.e., $x+y$) and not labor and capital income separately.  Users can select this option by setting the parameter `tax_func_type="DEP_totalinc"`.
 
@@ -267,7 +267,7 @@ The second difficulty in modeling realistic tax and incentive detail is the need
 (SecTaxCalcFactor)=
 ## Factor Transforming Income Units
 
-  The tax functions $\tau^{etr}_{s,t}$, $\tau^{mtrx}_{s,t}$, and $\tau^{mtry}_{s,t}$ are estimated based on current U.S. tax filer reported incomes in dollars. However, the consumption units of the `OG-USA` model are not in the same units as the real-world U.S. incomes data. For this reason, we have to transform the income by a $factor$ so that it is in the same units as the income data on which the tax functions were estimated.
+  The tax functions $\tau^{etr}_{s,t}$, $\tau^{mtrx}_{s,t}$, and $\tau^{mtry}_{s,t}$ are estimated based on current U.S. tax filer reported incomes in dollars. However, the consumption units of the `OG-ZAF` model are not in the same units as the real-world U.S. incomes data. For this reason, we have to transform the income by a $factor$ so that it is in the same units as the income data on which the tax functions were estimated.
 
   The tax rate functions are each functions of capital income and labor income $\tau(x,y)$. In order to make the tax functions return accurate tax rates associated with the correct levels of income, we multiply the model income $x^m$ and $y^m$ by a $factor$ so that they are in the same units as the real-world U.S. income data $\tau(factor\times x^m, factor\times y^m)$. We define the $factor$ such that average steady-state household total income in the model times the $factor$ equals the U.S. data average total income.
 
@@ -281,7 +281,7 @@ The second difficulty in modeling realistic tax and incentive detail is the need
 (SecTaxCalcTfers)=
 ## Household Transfers
 
-  Total transfers to households by the government in a given period $t$ is $TR_t$. The percent of those transfers given to all households of age $s$ and lifetime income group $j$ is $\eta_{j,s}$ such that $\sum_{s=E+1}^{E+S}\sum_{j=1}^J\eta_{j,s,t}=1$. `OG-USA` currently has the transfer distribution function set to distribute transfers uniformly among the population.
+  Total transfers to households by the government in a given period $t$ is $TR_t$. The percent of those transfers given to all households of age $s$ and lifetime income group $j$ is $\eta_{j,s}$ such that $\sum_{s=E+1}^{E+S}\sum_{j=1}^J\eta_{j,s,t}=1$. `OG-ZAF` currently has the transfer distribution function set to distribute transfers uniformly among the population.
 
   ```{math}
   :label: EqTaxCalcEtajs
diff --git a/_sources/content/contributing/contributor_guide.md b/_sources/content/contributing/contributor_guide.md
index e4ae088..fb88695 100644
--- a/_sources/content/contributing/contributor_guide.md
+++ b/_sources/content/contributing/contributor_guide.md
@@ -163,6 +163,6 @@ situations, in which case other contributors are here to help.
 (Sec_ContribFootnotes)=
 ## Footnotes
 
-[^recent_python]:The most recent version of Python from Anaconda is Python 3.10. `OG-ZAF` is currently tested to run on Python 3.8, 3.9, and 3.10.
+[^recent_python]:The most recent version of Python from Anaconda is Python 3.12. `OG-ZAF` is currently tested to run on Python 3.10 and 3.11.
 
 [^commandline_note]:The dollar sign is the end of the command prompt on a Mac. If you are using the Windows operating system, this is usually the right angle bracket (>). No matter the symbol, you don't need to type it (or anything to its left, which shows the current working directory) at the command line before you enter a command; the prompt symbol and preceding characters should already be there.
diff --git a/_static/scripts/pydata-sphinx-theme.js b/_static/scripts/pydata-sphinx-theme.js
index 920b186..9aac46d 100644
--- a/_static/scripts/pydata-sphinx-theme.js
+++ b/_static/scripts/pydata-sphinx-theme.js
@@ -1,2 +1,2 @@
-(()=>{"use strict";function e(e){"loading"!=document.readyState?e():document.addEventListener("DOMContentLoaded",e)}const t=e=>"string"==typeof e&&/^[v\d]/.test(e)&&o.test(e),n=(e,t,n)=>{u(n);const o=((e,t)=>{const n=r(e),o=r(t),a=n.pop(),c=o.pop(),s=i(n,o);return 0!==s?s:a&&c?i(a.split("."),c.split(".")):a||c?a?-1:1:0})(e,t);return d[n].includes(o)},o=/^[v^~<>=]*?(\d+)(?:\.([x*]|\d+)(?:\.([x*]|\d+)(?:\.([x*]|\d+))?(?:-([\da-z\-]+(?:\.[\da-z\-]+)*))?(?:\+[\da-z\-]+(?:\.[\da-z\-]+)*)?)?)?$/i,r=e=>{if("string"!=typeof e)throw new TypeError("Invalid argument expected string");const t=e.match(o);if(!t)throw new Error(`Invalid argument not valid semver ('${e}' received)`);return t.shift(),t},a=e=>"*"===e||"x"===e||"X"===e,c=e=>{const t=parseInt(e,10);return isNaN(t)?e:t},s=(e,t)=>{if(a(e)||a(t))return 0;const[n,o]=((e,t)=>typeof e!=typeof t?[String(e),String(t)]:[e,t])(c(e),c(t));return n>o?1:n<o?-1:0},i=(e,t)=>{for(let n=0;n<Math.max(e.length,t.length);n++){const o=s(e[n]||"0",t[n]||"0");if(0!==o)return o}return 0},d={">":[1],">=":[0,1],"=":[0],"<=":[-1,0],"<":[-1]},l=Object.keys(d),u=e=>{if("string"!=typeof e)throw new TypeError("Invalid operator type, expected string but got "+typeof e);if(-1===l.indexOf(e))throw new Error(`Invalid operator, expected one of ${l.join("|")}`)};var m=window.matchMedia("(prefers-color-scheme: dark)");function h(e){document.documentElement.dataset.theme=m.matches?"dark":"light"}function p(e){"light"!==e&&"dark"!==e&&"auto"!==e&&(console.error(`Got invalid theme mode: ${e}. Resetting to auto.`),e="auto");var t=m.matches?"dark":"light";document.documentElement.dataset.mode=e;var n="auto"==e?t:e;document.documentElement.dataset.theme=n,document.querySelectorAll(".dropdown-menu").forEach((e=>{"dark"===n?e.classList.add("dropdown-menu-dark"):e.classList.remove("dropdown-menu-dark")})),localStorage.setItem("mode",e),localStorage.setItem("theme",n),console.log(`[PST]: Changed to ${e} mode using the ${n} theme.`),m.onchange="auto"==e?h:""}function f(){const e=document.documentElement.dataset.defaultMode||"auto",t=localStorage.getItem("mode")||e;var n,o;p(((o=(n=m.matches?["auto","light","dark"]:["auto","dark","light"]).indexOf(t)+1)===n.length&&(o=0),n[o]))}var g=()=>{let e=document.querySelectorAll("form.bd-search");return e.length?(1==e.length?e[0]:document.querySelector("div:not(.search-button__search-container) > form.bd-search")).querySelector("input"):void 0},v=()=>{let e=g(),t=document.querySelector(".search-button__wrapper");e===t.querySelector("input")&&t.classList.toggle("show"),document.activeElement===e?e.blur():(e.focus(),e.select(),e.scrollIntoView({block:"center"}))},y=0===navigator.platform.indexOf("Mac")||"iPhone"===navigator.platform,b=()=>"dirhtml"==DOCUMENTATION_OPTIONS.BUILDER?"index"==DOCUMENTATION_OPTIONS.pagename?"/":`${DOCUMENTATION_OPTIONS.pagename}/`:`${DOCUMENTATION_OPTIONS.pagename}.html`;async function w(e){document.querySelector("#bd-header-version-warning").remove();const t=DOCUMENTATION_OPTIONS.VERSION,n=new Date,o=JSON.parse(localStorage.getItem("pst_banner_pref")||"{}");console.debug(`[PST] Dismissing the version warning banner on ${t} starting ${n}.`),o[t]=n,localStorage.setItem("pst_banner_pref",JSON.stringify(o))}async function E(e){e.preventDefault();const t=b();let n=e.currentTarget.getAttribute("href"),o=n.replace(t,"");try{(await fetch(n,{method:"HEAD"})).ok?location.href=n:location.href=o}catch(e){location.href=o}}async function S(){var e=document.querySelectorAll(".version-switcher__button");const o=e.length>0,r=DOCUMENTATION_OPTIONS.hasOwnProperty("theme_switcher_json_url"),a=DOCUMENTATION_OPTIONS.show_version_warning_banner;if(r&&(o||a)){const o=await async function(e){try{var t=new URL(e)}catch(n){if(!(n instanceof TypeError))throw n;{if(!window.location.origin)return null;const n=await fetch(window.location.origin,{method:"HEAD"});t=new URL(e,n.url)}}const n=await fetch(t);return await n.json()}(DOCUMENTATION_OPTIONS.theme_switcher_json_url);o&&(function(e,t){const n=b();t.forEach((e=>{e.dataset.activeVersionName="",e.dataset.activeVersion=""}));const o=(e=e.map((e=>(e.match=e.version==DOCUMENTATION_OPTIONS.theme_switcher_version_match,e.preferred=e.preferred||!1,"name"in e||(e.name=e.version),e)))).map((e=>e.preferred&&e.match)).some(Boolean);var r=!1;e.forEach((e=>{const a=document.createElement("a");a.setAttribute("class","dropdown-item list-group-item list-group-item-action py-1"),a.setAttribute("href",`${e.url}${n}`),a.setAttribute("role","option");const c=document.createElement("span");c.textContent=`${e.name}`,a.appendChild(c),a.dataset.versionName=e.name,a.dataset.version=e.version;let s=o&&e.preferred,i=!o&&!r&&e.match;(s||i)&&(a.classList.add("active"),t.forEach((t=>{t.innerText=e.name,t.dataset.activeVersionName=e.name,t.dataset.activeVersion=e.version})),r=!0),document.querySelectorAll(".version-switcher__menu").forEach((e=>{let t=a.cloneNode(!0);t.onclick=E,e.append(t)}))}))}(o,e),a&&function(e){var o=DOCUMENTATION_OPTIONS.VERSION,r=e.filter((e=>e.preferred));if(1!==r.length){const e=0==r.length?"No":"Multiple";return void console.log(`[PST] ${e} versions marked "preferred" found in versions JSON, ignoring.`)}const a=r[0].version,c=r[0].url,s=t(o)&&t(a);if(s&&n(o,a,"="))return void console.log("This is the prefered version of the docs, not showing the warning banner.");const i=JSON.parse(localStorage.getItem("pst_banner_pref")||"{}")[o];if(null!=i){const e=new Date(i),t=(new Date-e)/864e5;if(t<14)return void console.info(`[PST] Suppressing version warning banner; was dismissed ${Math.floor(t)} day(s) ago`)}const d=document.querySelector("#bd-header-version-warning"),l=document.createElement("div"),u=document.createElement("div"),m=document.createElement("strong"),h=document.createElement("a"),p=document.createElement("a");l.classList="bd-header-announcement__content  ms-auto me-auto",u.classList="sidebar-message",h.classList="btn text-wrap font-weight-bold ms-3 my-1 align-baseline pst-button-link-to-stable-version",h.href=`${c}${b()}`,h.innerText="Switch to stable version",h.onclick=E,p.classList="ms-3 my-1 align-baseline";const f=document.createElement("i");p.append(f),f.classList="fa-solid fa-xmark",p.onclick=w,u.innerText="This is documentation for ";const g=o.includes("dev")||o.includes("rc")||o.includes("pre"),v=s&&n(o,a,">");g||v?m.innerText="an unstable development version":s&&n(o,a,"<")?m.innerText=`an old version (${o})`:m.innerText=o?`version ${o}`:"an unknown version",d.appendChild(l),d.append(p),l.appendChild(u),u.appendChild(m),u.appendChild(document.createTextNode(".")),u.appendChild(h),d.classList.remove("d-none")}(o))}}function T(){const e=()=>{document.querySelectorAll("pre, .nboutput > .output_area, .cell_output > .output, .jp-RenderedHTMLCommon").forEach((e=>{e.tabIndex=e.scrollWidth>e.clientWidth||e.scrollHeight>e.clientHeight?0:-1}))},t=function(e,t){let n=null;return(...t)=>{clearTimeout(n),n=setTimeout((()=>{e(...t)}),300)}}(e);window.addEventListener("resize",t),new MutationObserver(t).observe(document.getElementById("main-content"),{subtree:!0,childList:!0}),e()}async function O(){const e=document.querySelector(".bd-header-announcement"),{pstAnnouncementUrl:t}=e.dataset;if(t)try{const n=await fetch(t);if(!n.ok)throw new Error(`[PST]: HTTP response status not ok: ${n.status} ${n.statusText}`);const o=await n.text();if(0===o.length)return void console.log(`[PST]: Empty announcement at: ${t}`);e.innerHTML=`<div class="bd-header-announcement__content">${o}</div>`,e.classList.remove("d-none")}catch(e){console.log(`[PST]: Failed to load announcement at: ${t}`),console.error(e)}}e((async function(){await Promise.allSettled([S(),O()]);const e=document.querySelector(".pst-async-banner-revealer");e.classList.remove("d-none");const t=Array.from(e.children).reduce(((e,t)=>e+t.offsetHeight),0);e.style.setProperty("height",`${t}px`),setTimeout((()=>{e.style.setProperty("height","auto")}),320)})),e((function(){p(document.documentElement.dataset.mode),document.querySelectorAll(".theme-switch-button").forEach((e=>{e.addEventListener("click",f)}))})),e((function(){if(!document.querySelector(".bd-docs-nav"))return;var e=document.querySelector("div.bd-sidebar");let t=parseInt(sessionStorage.getItem("sidebar-scroll-top"),10);if(isNaN(t)){var n=document.querySelector(".bd-docs-nav").querySelectorAll(".active");if(n.length>0){var o=n[n.length-1],r=o.getBoundingClientRect().y-e.getBoundingClientRect().y;if(o.getBoundingClientRect().y>.5*window.innerHeight){let t=.25;e.scrollTop=r-e.clientHeight*t,console.log("[PST]: Scrolled sidebar using last active link...")}}}else e.scrollTop=t,console.log("[PST]: Scrolled sidebar using stored browser position...");window.addEventListener("beforeunload",(()=>{sessionStorage.setItem("sidebar-scroll-top",e.scrollTop)}))})),e((function(){window.addEventListener("activate.bs.scrollspy",(function(){document.querySelectorAll(".bd-toc-nav a").forEach((e=>{e.parentElement.classList.remove("active")})),document.querySelectorAll(".bd-toc-nav a.active").forEach((e=>{e.parentElement.classList.add("active")}))}))})),e((()=>{(()=>{let e=document.querySelectorAll(".search-button__kbd-shortcut");y&&e.forEach((e=>e.querySelector("kbd.kbd-shortcut__modifier").innerText="⌘"))})(),window.addEventListener("keydown",(e=>{let t=g();e.shiftKey||e.altKey||(y?!e.metaKey||e.ctrlKey:e.metaKey||!e.ctrlKey)||!/^k$/i.test(e.key)?document.activeElement===t&&/Escape/i.test(e.key)&&v():(e.preventDefault(),v())}),!0),document.querySelectorAll(".search-button__button").forEach((e=>{e.onclick=v}));let e=document.querySelector(".search-button__overlay");e&&(e.onclick=v)})),e((function(){new MutationObserver(((e,t)=>{e.forEach((e=>{0!==e.addedNodes.length&&void 0!==e.addedNodes[0].data&&-1!=e.addedNodes[0].data.search("Inserted RTD Footer")&&e.addedNodes.forEach((e=>{document.getElementById("rtd-footer-container").append(e)}))}))})).observe(document.body,{childList:!0})})),e((function(){const e=document.getElementById("pst-primary-sidebar-checkbox"),t=document.getElementById("pst-secondary-sidebar-checkbox"),n=document.querySelector(".bd-sidebar-primary"),o=document.querySelector(".bd-sidebar-secondary"),r=document.querySelector(".primary-toggle"),a=document.querySelector(".secondary-toggle");[[r,e,n],[a,t,o]].forEach((([e,t,n])=>{e&&e.addEventListener("click",(e=>{if(e.preventDefault(),e.stopPropagation(),t.checked=!t.checked,t.checked){const e=n.querySelector("a, button");setTimeout((()=>e.focus()),100)}}))})),[[n,e,r],[o,t,a]].forEach((([e,t,n])=>{e&&e.addEventListener("keydown",(e=>{"Escape"===e.key&&(e.preventDefault(),e.stopPropagation(),t.checked=!1,n.focus())}))})),[[e,r],[t,a]].forEach((([e,t])=>{e.addEventListener("change",(e=>{e.currentTarget.checked||t.focus()}))}))})),"complete"===document.readyState?T():window.addEventListener("load",T)})();
+(()=>{"use strict";function e(e){"loading"!=document.readyState?e():document.addEventListener("DOMContentLoaded",e)}const t=e=>"string"==typeof e&&/^[v\d]/.test(e)&&o.test(e),n=(e,t,n)=>{u(n);const o=((e,t)=>{const n=r(e),o=r(t),a=n.pop(),c=o.pop(),s=i(n,o);return 0!==s?s:a&&c?i(a.split("."),c.split(".")):a||c?a?-1:1:0})(e,t);return d[n].includes(o)},o=/^[v^~<>=]*?(\d+)(?:\.([x*]|\d+)(?:\.([x*]|\d+)(?:\.([x*]|\d+))?(?:-([\da-z\-]+(?:\.[\da-z\-]+)*))?(?:\+[\da-z\-]+(?:\.[\da-z\-]+)*)?)?)?$/i,r=e=>{if("string"!=typeof e)throw new TypeError("Invalid argument expected string");const t=e.match(o);if(!t)throw new Error(`Invalid argument not valid semver ('${e}' received)`);return t.shift(),t},a=e=>"*"===e||"x"===e||"X"===e,c=e=>{const t=parseInt(e,10);return isNaN(t)?e:t},s=(e,t)=>{if(a(e)||a(t))return 0;const[n,o]=((e,t)=>typeof e!=typeof t?[String(e),String(t)]:[e,t])(c(e),c(t));return n>o?1:n<o?-1:0},i=(e,t)=>{for(let n=0;n<Math.max(e.length,t.length);n++){const o=s(e[n]||"0",t[n]||"0");if(0!==o)return o}return 0},d={">":[1],">=":[0,1],"=":[0],"<=":[-1,0],"<":[-1]},l=Object.keys(d),u=e=>{if("string"!=typeof e)throw new TypeError("Invalid operator type, expected string but got "+typeof e);if(-1===l.indexOf(e))throw new Error(`Invalid operator, expected one of ${l.join("|")}`)};var m=window.matchMedia("(prefers-color-scheme: dark)");function h(e){document.documentElement.dataset.theme=m.matches?"dark":"light"}function p(e){"light"!==e&&"dark"!==e&&"auto"!==e&&(console.error(`Got invalid theme mode: ${e}. Resetting to auto.`),e="auto");var t=m.matches?"dark":"light";document.documentElement.dataset.mode=e;var n="auto"==e?t:e;document.documentElement.dataset.theme=n,document.querySelectorAll(".dropdown-menu").forEach((e=>{"dark"===n?e.classList.add("dropdown-menu-dark"):e.classList.remove("dropdown-menu-dark")})),localStorage.setItem("mode",e),localStorage.setItem("theme",n),console.log(`[PST]: Changed to ${e} mode using the ${n} theme.`),m.onchange="auto"==e?h:""}function f(){const e=document.documentElement.dataset.defaultMode||"auto",t=localStorage.getItem("mode")||e;var n,o;p(((o=(n=m.matches?["auto","light","dark"]:["auto","dark","light"]).indexOf(t)+1)===n.length&&(o=0),n[o]))}var g=()=>{let e=document.querySelectorAll("form.bd-search");return e.length?(1==e.length?e[0]:document.querySelector("div:not(.search-button__search-container) > form.bd-search")).querySelector("input"):void 0},v=()=>{let e=g(),t=document.querySelector(".search-button__wrapper");e===t.querySelector("input")&&t.classList.toggle("show"),document.activeElement===e?e.blur():(e.focus(),e.select(),e.scrollIntoView({block:"center"}))},y=0===navigator.platform.indexOf("Mac")||"iPhone"===navigator.platform,b=()=>"dirhtml"==DOCUMENTATION_OPTIONS.BUILDER?"index"==DOCUMENTATION_OPTIONS.pagename?"/":`${DOCUMENTATION_OPTIONS.pagename}/`:`${DOCUMENTATION_OPTIONS.pagename}.html`;async function w(e){document.querySelector("#bd-header-version-warning").remove();const t=DOCUMENTATION_OPTIONS.VERSION,n=new Date,o=JSON.parse(localStorage.getItem("pst_banner_pref")||"{}");console.debug(`[PST] Dismissing the version warning banner on ${t} starting ${n}.`),o[t]=n,localStorage.setItem("pst_banner_pref",JSON.stringify(o))}async function E(e){e.preventDefault();const t=b();let n=e.currentTarget.getAttribute("href"),o=n.replace(t,"");try{(await fetch(n,{method:"HEAD"})).ok?location.href=n:location.href=o}catch(e){location.href=o}}async function S(){var e=document.querySelectorAll(".version-switcher__button");const o=e.length>0,r=DOCUMENTATION_OPTIONS.hasOwnProperty("theme_switcher_json_url"),a=DOCUMENTATION_OPTIONS.show_version_warning_banner;if(r&&(o||a)){const o=await async function(e){try{var t=new URL(e)}catch(n){if(!(n instanceof TypeError))throw n;{if(!window.location.origin)return null;const n=await fetch(window.location.origin,{method:"HEAD"});t=new URL(e,n.url)}}const n=await fetch(t);return await n.json()}(DOCUMENTATION_OPTIONS.theme_switcher_json_url);o&&(function(e,t){const n=b();t.forEach((e=>{e.dataset.activeVersionName="",e.dataset.activeVersion=""}));const o=(e=e.map((e=>(e.match=e.version==DOCUMENTATION_OPTIONS.theme_switcher_version_match,e.preferred=e.preferred||!1,"name"in e||(e.name=e.version),e)))).map((e=>e.preferred&&e.match)).some(Boolean);var r=!1;e.forEach((e=>{const a=document.createElement("a");a.setAttribute("class","dropdown-item list-group-item list-group-item-action py-1"),a.setAttribute("href",`${e.url}${n}`),a.setAttribute("role","option");const c=document.createElement("span");c.textContent=`${e.name}`,a.appendChild(c),a.dataset.versionName=e.name,a.dataset.version=e.version;let s=o&&e.preferred,i=!o&&!r&&e.match;(s||i)&&(a.classList.add("active"),t.forEach((t=>{t.innerText=e.name,t.dataset.activeVersionName=e.name,t.dataset.activeVersion=e.version})),r=!0),document.querySelectorAll(".version-switcher__menu").forEach((e=>{let t=a.cloneNode(!0);t.onclick=E,e.append(t)}))}))}(o,e),a&&function(e){var o=DOCUMENTATION_OPTIONS.VERSION,r=e.filter((e=>e.preferred));if(1!==r.length){const e=0==r.length?"No":"Multiple";return void console.log(`[PST] ${e} versions marked "preferred" found in versions JSON, ignoring.`)}const a=r[0].version,c=r[0].url,s=t(o)&&t(a);if(s&&n(o,a,"="))return void console.log("This is the prefered version of the docs, not showing the warning banner.");const i=JSON.parse(localStorage.getItem("pst_banner_pref")||"{}")[o];if(null!=i){const e=new Date(i),t=(new Date-e)/864e5;if(t<14)return void console.info(`[PST] Suppressing version warning banner; was dismissed ${Math.floor(t)} day(s) ago`)}const d=document.querySelector("#bd-header-version-warning"),l=document.createElement("div"),u=document.createElement("div"),m=document.createElement("strong"),h=document.createElement("a"),p=document.createElement("a");l.classList="bd-header-announcement__content  ms-auto me-auto",u.classList="sidebar-message",h.classList="btn text-wrap font-weight-bold ms-3 my-1 align-baseline pst-button-link-to-stable-version",h.href=`${c}${b()}`,h.innerText="Switch to stable version",h.onclick=E,p.classList="ms-3 my-1 align-baseline";const f=document.createElement("i");p.append(f),f.classList="fa-solid fa-xmark",p.onclick=w,u.innerText="This is documentation for ";const g=o.includes("dev")||o.includes("rc")||o.includes("pre"),v=s&&n(o,a,">");g||v?m.innerText="an unstable development version":s&&n(o,a,"<")?m.innerText=`an old version (${o})`:m.innerText=o?`version ${o}`:"an unknown version",d.appendChild(l),d.append(p),l.appendChild(u),u.appendChild(m),u.appendChild(document.createTextNode(".")),u.appendChild(h),d.classList.remove("d-none")}(o))}}function T(){const e=()=>{document.querySelectorAll("pre, .nboutput > .output_area, .cell_output > .output, .jp-RenderedHTMLCommon").forEach((e=>{e.tabIndex=e.scrollWidth>e.clientWidth||e.scrollHeight>e.clientHeight?0:-1}))},t=function(e,t){let n=null;return(...t)=>{clearTimeout(n),n=setTimeout((()=>{e(...t)}),300)}}(e);window.addEventListener("resize",t),new MutationObserver(t).observe(document.getElementById("main-content"),{subtree:!0,childList:!0}),e()}async function O(){const e=document.querySelector(".bd-header-announcement"),{pstAnnouncementUrl:t}=e?e.dataset:null;if(t)try{const n=await fetch(t);if(!n.ok)throw new Error(`[PST]: HTTP response status not ok: ${n.status} ${n.statusText}`);const o=await n.text();if(0===o.length)return void console.log(`[PST]: Empty announcement at: ${t}`);e.innerHTML=`<div class="bd-header-announcement__content">${o}</div>`,e.classList.remove("d-none")}catch(e){console.log(`[PST]: Failed to load announcement at: ${t}`),console.error(e)}}e((async function(){await Promise.allSettled([S(),O()]);const e=document.querySelector(".pst-async-banner-revealer");if(!e)return;e.classList.remove("d-none");const t=Array.from(e.children).reduce(((e,t)=>e+t.offsetHeight),0);e.style.setProperty("height",`${t}px`),setTimeout((()=>{e.style.setProperty("height","auto")}),320)})),e((function(){p(document.documentElement.dataset.mode),document.querySelectorAll(".theme-switch-button").forEach((e=>{e.addEventListener("click",f)}))})),e((function(){if(!document.querySelector(".bd-docs-nav"))return;var e=document.querySelector("div.bd-sidebar");let t=parseInt(sessionStorage.getItem("sidebar-scroll-top"),10);if(isNaN(t)){var n=document.querySelector(".bd-docs-nav").querySelectorAll(".active");if(n.length>0){var o=n[n.length-1],r=o.getBoundingClientRect().y-e.getBoundingClientRect().y;if(o.getBoundingClientRect().y>.5*window.innerHeight){let t=.25;e.scrollTop=r-e.clientHeight*t,console.log("[PST]: Scrolled sidebar using last active link...")}}}else e.scrollTop=t,console.log("[PST]: Scrolled sidebar using stored browser position...");window.addEventListener("beforeunload",(()=>{sessionStorage.setItem("sidebar-scroll-top",e.scrollTop)}))})),e((function(){window.addEventListener("activate.bs.scrollspy",(function(){document.querySelectorAll(".bd-toc-nav a").forEach((e=>{e.parentElement.classList.remove("active")})),document.querySelectorAll(".bd-toc-nav a.active").forEach((e=>{e.parentElement.classList.add("active")}))}))})),e((()=>{(()=>{let e=document.querySelectorAll(".search-button__kbd-shortcut");y&&e.forEach((e=>e.querySelector("kbd.kbd-shortcut__modifier").innerText="⌘"))})(),window.addEventListener("keydown",(e=>{let t=g();e.shiftKey||e.altKey||(y?!e.metaKey||e.ctrlKey:e.metaKey||!e.ctrlKey)||!/^k$/i.test(e.key)?document.activeElement===t&&/Escape/i.test(e.key)&&v():(e.preventDefault(),v())}),!0),document.querySelectorAll(".search-button__button").forEach((e=>{e.onclick=v}));let e=document.querySelector(".search-button__overlay");e&&(e.onclick=v)})),e((function(){new MutationObserver(((e,t)=>{e.forEach((e=>{0!==e.addedNodes.length&&void 0!==e.addedNodes[0].data&&-1!=e.addedNodes[0].data.search("Inserted RTD Footer")&&e.addedNodes.forEach((e=>{document.getElementById("rtd-footer-container").append(e)}))}))})).observe(document.body,{childList:!0})})),e((function(){const e=document.getElementById("pst-primary-sidebar-checkbox"),t=document.getElementById("pst-secondary-sidebar-checkbox"),n=document.querySelector(".bd-sidebar-primary"),o=document.querySelector(".bd-sidebar-secondary"),r=document.querySelector(".primary-toggle"),a=document.querySelector(".secondary-toggle");[[r,e,n],[a,t,o]].forEach((([e,t,n])=>{e&&e.addEventListener("click",(e=>{if(e.preventDefault(),e.stopPropagation(),t.checked=!t.checked,t.checked){const e=n.querySelector("a, button");setTimeout((()=>e.focus()),100)}}))})),[[n,e,r],[o,t,a]].forEach((([e,t,n])=>{e&&e.addEventListener("keydown",(e=>{"Escape"===e.key&&(e.preventDefault(),e.stopPropagation(),t.checked=!1,n.focus())}))})),[[e,r],[t,a]].forEach((([e,t])=>{e.addEventListener("change",(e=>{e.currentTarget.checked||t.focus()}))}))})),"complete"===document.readyState?T():window.addEventListener("load",T)})();
 //# sourceMappingURL=pydata-sphinx-theme.js.map
\ No newline at end of file
diff --git a/_static/scripts/pydata-sphinx-theme.js.map b/_static/scripts/pydata-sphinx-theme.js.map
index 50e7fef..410fe68 100644
--- a/_static/scripts/pydata-sphinx-theme.js.map
+++ b/_static/scripts/pydata-sphinx-theme.js.map
@@ -1 +1 @@
-{"version":3,"file":"scripts/pydata-sphinx-theme.js","mappings":"mBASO,SAASA,EAAcC,GACD,WAAvBC,SAASC,WAAyBF,IACjCC,SAASE,iBAAiB,mBAAoBH,EACrD,CCLO,MAiCMI,EAAYC,GAA+B,iBAAZA,GAAwB,SAASC,KAAKD,IAAYE,EAAOD,KAAKD,GAkB7FG,EAAU,CAACC,EAAIC,EAAIC,KAE5BC,EAAoBD,GAGpB,MAAME,EAxDqB,EAACJ,EAAIC,KAEhC,MAAMI,EAAKC,EAAiBN,GACtBO,EAAKD,EAAiBL,GAEtBO,EAAKH,EAAGI,MACRC,EAAKH,EAAGE,MAERE,EAAIC,EAAgBP,EAAIE,GAC9B,OAAU,IAANI,EACOA,EAEPH,GAAME,EACCE,EAAgBJ,EAAGK,MAAM,KAAMH,EAAGG,MAAM,MAE1CL,GAAME,EACJF,GAAM,EAAI,EAEd,CAAC,EAsCIM,CAAgBd,EAAIC,GAChC,OAAOc,EAAeb,GAAUc,SAASZ,EAAI,EAgD3CN,EAAS,6IACTQ,EAAoBV,IACtB,GAAuB,iBAAZA,EACP,MAAM,IAAIqB,UAAU,oCAExB,MAAMC,EAAQtB,EAAQsB,MAAMpB,GAC5B,IAAKoB,EACD,MAAM,IAAIC,MAAM,uCAAuCvB,gBAG3D,OADAsB,EAAME,QACCF,CAAK,EAEVG,EAAcC,GAAY,MAANA,GAAmB,MAANA,GAAmB,MAANA,EAC9CC,EAAYC,IACd,MAAMC,EAAIC,SAASF,EAAG,IACtB,OAAOG,MAAMF,GAAKD,EAAIC,CAAC,EAGrBG,EAAiB,CAACC,EAAGC,KACvB,GAAIT,EAAWQ,IAAMR,EAAWS,GAC5B,OAAO,EACX,MAAOC,EAAIC,GAJG,EAACH,EAAGC,WAAaD,UAAaC,EAAI,CAACG,OAAOJ,GAAII,OAAOH,IAAM,CAACD,EAAGC,GAI5DI,CAAUX,EAASM,GAAIN,EAASO,IACjD,OAAIC,EAAKC,EACE,EACPD,EAAKC,GACG,EACL,CAAC,EAENpB,EAAkB,CAACiB,EAAGC,KACxB,IAAK,IAAIK,EAAI,EAAGA,EAAIC,KAAKC,IAAIR,EAAES,OAAQR,EAAEQ,QAASH,IAAK,CACnD,MAAMxB,EAAIiB,EAAeC,EAAEM,IAAM,IAAKL,EAAEK,IAAM,KAC9C,GAAU,IAANxB,EACA,OAAOA,CACf,CACA,OAAO,CAAC,EAENI,EAAiB,CACnB,IAAK,CAAC,GACN,KAAM,CAAC,EAAG,GACV,IAAK,CAAC,GACN,KAAM,EAAE,EAAG,GACX,IAAK,EAAE,IAELwB,EAAmBC,OAAOC,KAAK1B,GAC/BZ,EAAuBuC,IACzB,GAAkB,iBAAPA,EACP,MAAM,IAAIzB,UAAU,yDAAyDyB,GAEjF,IAAsC,IAAlCH,EAAiBI,QAAQD,GACzB,MAAM,IAAIvB,MAAM,qCAAqCoB,EAAiBK,KAAK,OAC/E,ECxJJ,IAAIC,EAAcC,OAAOC,WAAW,gCAOpC,SAASC,EAAUC,GACjBzD,SAAS0D,gBAAgBC,QAAQC,MAAQP,EAAYQ,QACjD,OACA,OACN,CAQA,SAASC,EAASC,GACH,UAATA,GAA6B,SAATA,GAA4B,SAATA,IACzCC,QAAQC,MAAM,2BAA2BF,yBACzCA,EAAO,QAIT,IAAIG,EAAcb,EAAYQ,QAAU,OAAS,QACjD7D,SAAS0D,gBAAgBC,QAAQI,KAAOA,EACxC,IAAIH,EAAgB,QAARG,EAAiBG,EAAcH,EAC3C/D,SAAS0D,gBAAgBC,QAAQC,MAAQA,EAGzC5D,SAASmE,iBAAiB,kBAAkBC,SAASC,IACrC,SAAVT,EACFS,EAAGC,UAAUC,IAAI,sBAEjBF,EAAGC,UAAUE,OAAO,qBACtB,IAIFC,aAAaC,QAAQ,OAAQX,GAC7BU,aAAaC,QAAQ,QAASd,GAC9BI,QAAQW,IAAI,qBAAqBZ,oBAAuBH,YAGxDP,EAAYuB,SAAmB,QAARb,EAAiBP,EAAY,EACtD,CAMA,SAASqB,IACP,MAAMC,EAAc9E,SAAS0D,gBAAgBC,QAAQmB,aAAe,OAC9DC,EAAcN,aAAaO,QAAQ,SAAWF,EAEpD,IAAiBG,EACXC,EAYNpB,IAZMoB,GADWD,EASF5B,EAAYQ,QACvB,CAAC,OAAQ,QAAS,QAClB,CAAC,OAAQ,OAAQ,UAVIV,QAWS4B,GAXU,KACrBE,EAAInC,SACvBoC,EAAe,GAEVD,EAAIC,IASf,CAsGA,IAAIC,EAAkB,KACpB,IAAIC,EAAQpF,SAASmE,iBAAiB,kBACtC,OAAKiB,EAAMtC,QAKW,GAAhBsC,EAAMtC,OAEDsC,EAAM,GAGNpF,SAASqF,cACd,+DAGQA,cAAc,cAZ1B,CAaF,EAQEC,EAAoB,KAEtB,IAAIC,EAAQJ,IAIRK,EAAqBxF,SAASqF,cAAc,2BAE5CE,IADcC,EAAmBH,cAAc,UAEjDG,EAAmBlB,UAAUmB,OAAO,QAGlCzF,SAAS0F,gBAAkBH,EAC7BA,EAAMI,QAENJ,EAAMK,QACNL,EAAMM,SACNN,EAAMO,eAAe,CAAEC,MAAO,WAChC,EA2CEC,EACoC,IAAtCC,UAAUC,SAAS/C,QAAQ,QAAuC,WAAvB8C,UAAUC,SA8CnDC,EAAoB,IACe,WAAjCC,sBAAsBC,QACiB,SAAlCD,sBAAsBE,SACzB,IACA,GAAGF,sBAAsBE,YAExB,GAAGF,sBAAsBE,gBAUlCC,eAAeC,EAA0BC,GACxBzG,SAASqF,cAAc,8BAC/Bb,SACP,MAAMpE,EAAUgG,sBAAsBM,QAChCC,EAAM,IAAIC,KACVC,EAAcC,KAAKC,MACvBtC,aAAaO,QAAQ,oBAAsB,MAE7ChB,QAAQgD,MACN,kDAAkD5G,cAAoBuG,MAExEE,EAAYzG,GAAWuG,EACvBlC,aAAaC,QAAQ,kBAAmBoC,KAAKG,UAAUJ,GACzD,CAQAN,eAAeW,EAA2BT,GAExCA,EAAMU,iBACN,MAAMC,EAAkBjB,IACxB,IAAIkB,EAASZ,EAAMa,cAAcC,aAAa,QAC1CC,EAAoBH,EAAOI,QAAQL,EAAiB,IACxD,WACmBM,MAAML,EAAQ,CAAEM,OAAQ,UAChCC,GACPC,SAASC,KAAOT,EAEhBQ,SAASC,KAAON,CAEpB,CAAE,MAAOO,GAEPF,SAASC,KAAON,CAClB,CACF,CAgPAjB,eAAeyB,IAGb,IAAIC,EAAsBjI,SAASmE,iBACjC,6BAEF,MAAM+D,EAAkBD,EAAoBnF,OAAS,EAC/CqF,EAAkB/B,sBAAsBgC,eAC5C,2BAEIC,EAAqBjC,sBAAsBkC,4BAEjD,GAAIH,IAAoBD,GAAmBG,GAAqB,CAC9D,MAAME,QAtPVhC,eAAwCiC,GAEtC,IACE,IAAIC,EAAS,IAAIC,IAAIF,EACvB,CAAE,MAAOT,GACP,KAAIA,aAAetG,WAejB,MAAMsG,EAfsB,CAC5B,IAAKzE,OAAOuE,SAASc,OAMnB,OAAO,KAIT,MAAMA,QAAejB,MAAMpE,OAAOuE,SAASc,OAAQ,CAAEhB,OAAQ,SAC7Dc,EAAS,IAAIC,IAAIF,EAAKG,EAAOH,IAC/B,CAIF,CAEA,MAAMI,QAAiBlB,MAAMe,GAE7B,aADmBG,EAASC,MAE9B,CA2NuBC,CACjB1C,sBAAsB2C,yBAIpBR,IA7NR,SAAiCA,EAAMN,GACrC,MAAMb,EAAkBjB,IACxB8B,EAAoB7D,SAAS4E,IAE3BA,EAAIrF,QAA2B,kBAAI,GACnCqF,EAAIrF,QAAuB,cAAI,EAAE,IAkBnC,MAAMsF,GAXNV,EAAOA,EAAKW,KAAKC,IAEfA,EAAMzH,MACJyH,EAAM/I,SAAWgG,sBAAsBgD,6BACzCD,EAAME,UAAYF,EAAME,YAAa,EAE/B,SAAUF,IACdA,EAAMG,KAAOH,EAAM/I,SAEd+I,MAGND,KAAKC,GAAUA,EAAME,WAAaF,EAAMzH,QACxC6H,KAAKC,SACR,IAAIC,GAAa,EAEjBlB,EAAKnE,SAAS+E,IAEZ,MAAMO,EAAS1J,SAAS2J,cAAc,KACtCD,EAAOE,aACL,QACA,6DAEFF,EAAOE,aAAa,OAAQ,GAAGT,EAAMX,MAAMpB,KAC3CsC,EAAOE,aAAa,OAAQ,UAC5B,MAAMC,EAAO7J,SAAS2J,cAAc,QACpCE,EAAKC,YAAc,GAAGX,EAAMG,OAC5BI,EAAOK,YAAYF,GAGnBH,EAAO/F,QAAqB,YAAIwF,EAAMG,KACtCI,EAAO/F,QAAiB,QAAIwF,EAAM/I,QAIlC,IAAI4J,EAAwBf,GAA6BE,EAAME,UAC3DY,GACDhB,IAA8BQ,GAAcN,EAAMzH,OACjDsI,GAAyBC,KAC3BP,EAAOpF,UAAUC,IAAI,UACrB0D,EAAoB7D,SAAS4E,IAC3BA,EAAIkB,UAAYf,EAAMG,KACtBN,EAAIrF,QAA2B,kBAAIwF,EAAMG,KACzCN,EAAIrF,QAAuB,cAAIwF,EAAM/I,OAAO,IAE9CqJ,GAAa,GAIfzJ,SAASmE,iBAAiB,2BAA2BC,SAAS+F,IAG5D,IAAIC,EAAOV,EAAOW,WAAU,GAC5BD,EAAKE,QAAUpD,EAIfiD,EAAKI,OAAOH,EAAK,GACjB,GAEN,CAsJMI,CAAwBjC,EAAMN,GAC1BI,GAzIV,SAAkCE,GAChC,IAAInI,EAAUgG,sBAAsBM,QAEhC+D,EAAmBlC,EAAKmC,QAAQvB,GAAUA,EAAME,YACpD,GAAgC,IAA5BoB,EAAiB3H,OAAc,CACjC,MAAM6H,EAAqC,GAA3BF,EAAiB3H,OAAc,KAAO,WAItD,YAHAkB,QAAQW,IACN,SAASgG,kEAGb,CACA,MAAMC,EAAmBH,EAAiB,GAAGrK,QACvCyK,EAAeJ,EAAiB,GAAGjC,IAEnCsC,EAAwB3K,EAASC,IAAYD,EAASyK,GAC5D,GAAIE,GAAyBvK,EAAQH,EAASwK,EAAkB,KAI9D,YAHA5G,QAAQW,IACN,6EAKJ,MAAMoG,EAAmBjE,KAAKC,MAC5BtC,aAAaO,QAAQ,oBAAsB,MAC3C5E,GACF,GAAwB,MAApB2K,EAA0B,CAC5B,MAAMC,EAAe,IAAIpE,KAAKmE,GAGxBE,GAFM,IAAIrE,KAEWoE,GADG,MAG9B,GAAIC,EADoB,GAKtB,YAHAjH,QAAQkH,KACN,2DAA2DtI,KAAKuI,MAAMF,gBAI5E,CAGA,MAAMG,EAASpL,SAASqF,cAAc,8BAChCgG,EAASrL,SAAS2J,cAAc,OAChC2B,EAAQtL,SAAS2J,cAAc,OAC/B4B,EAAOvL,SAAS2J,cAAc,UAC9B6B,EAASxL,SAAS2J,cAAc,KAChC8B,EAAYzL,SAAS2J,cAAc,KAGzC0B,EAAO/G,UAAY,mDACnBgH,EAAMhH,UAAY,kBAClBkH,EAAOlH,UACL,4FACFkH,EAAO1D,KAAO,GAAG+C,IAAe1E,MAChCqF,EAAOtB,UAAY,2BACnBsB,EAAOlB,QAAUpD,EACjBuE,EAAUnH,UAAY,2BACtB,MAAMoH,EAAU1L,SAAS2J,cAAc,KACvC8B,EAAUlB,OAAOmB,GACjBA,EAAQpH,UAAY,oBACpBmH,EAAUnB,QAAU9D,EAEpB8E,EAAMpB,UAAY,6BAClB,MAAMyB,EACJvL,EAAQoB,SAAS,QACjBpB,EAAQoB,SAAS,OACjBpB,EAAQoB,SAAS,OACboK,EACJd,GAAyBvK,EAAQH,EAASwK,EAAkB,KAC1De,GAASC,EACXL,EAAKrB,UAAY,kCACRY,GAAyBvK,EAAQH,EAASwK,EAAkB,KACrEW,EAAKrB,UAAY,mBAAmB9J,KAIpCmL,EAAKrB,UAHK9J,EAGO,WAAWA,IAFX,qBAInBgL,EAAOrB,YAAYsB,GACnBD,EAAOb,OAAOkB,GACdJ,EAAOtB,YAAYuB,GACnBA,EAAMvB,YAAYwB,GAClBD,EAAMvB,YAAY/J,SAAS6L,eAAe,MAC1CP,EAAMvB,YAAYyB,GAClBJ,EAAO9G,UAAUE,OAAO,SAC1B,CAsDQsH,CAAyBvD,GAG/B,CACF,CA0FA,SAASwD,IACP,MAAMC,EAAiB,KACrBhM,SACGmE,iBACC,iFAKDC,SAASC,IACRA,EAAG4H,SACD5H,EAAG6H,YAAc7H,EAAG8H,aAAe9H,EAAG+H,aAAe/H,EAAGgI,aACpD,GACC,CAAC,GACR,EAEAC,EAqBR,SAAkBvM,EAAUwM,GAC1B,IAAIC,EAAY,KAChB,MAAO,IAAIC,KACTC,aAAaF,GACbA,EAAYG,YAAW,KACrB5M,KAAY0M,EAAK,GA1BoC,IA2B/C,CAEZ,CA7BkCG,CAASZ,GAGzC1I,OAAOpD,iBAAiB,SAAUoM,GAOb,IAAIO,iBAAiBP,GAG7BQ,QAAQ9M,SAAS+M,eAAe,gBAAiB,CAC5DC,SAAS,EACTC,WAAW,IAIbjB,GACF,CAcAzF,eAAe2G,IACb,MAAM9B,EAASpL,SAASqF,cAAc,4BAChC,mBAAE8H,GAAuB/B,EAAOzH,QAEtC,GAAKwJ,EAIL,IACE,MAAMvE,QAAiBlB,MAAMyF,GAC7B,IAAKvE,EAAShB,GACZ,MAAM,IAAIjG,MACR,uCAAuCiH,EAASwE,UAAUxE,EAASyE,cAGvE,MAAM9E,QAAaK,EAAS0E,OAC5B,GAAoB,IAAhB/E,EAAKzF,OAEP,YADAkB,QAAQW,IAAI,iCAAiCwI,KAG/C/B,EAAOmC,UAAY,gDAAgDhF,UACnE6C,EAAO9G,UAAUE,OAAO,SAC1B,CAAE,MAAOgJ,GACPxJ,QAAQW,IAAI,0CAA0CwI,KACtDnJ,QAAQC,MAAMuJ,EAChB,CACF,CAwCA1N,GAnCAyG,uBAEQkH,QAAQC,WAAW,CAAC1F,IAAuBkF,MAKjD,MAAMS,EAAW3N,SAASqF,cAAc,8BAGxCsI,EAASrJ,UAAUE,OAAO,UAG1B,MAAMoJ,EAASC,MAAMC,KAAKH,EAASI,UAAUC,QAC3C,CAACJ,EAAQvJ,IAAOuJ,EAASvJ,EAAG4J,cAC5B,GAKFN,EAASO,MAAMC,YAAY,SAAU,GAAGP,OAIxCjB,YAAW,KACTgB,EAASO,MAAMC,YAAY,SAAU,OAAO,GAC3C,IACL,IAUArO,GArvBA,WAGEgE,EAAS9D,SAAS0D,gBAAgBC,QAAQI,MAG1C/D,SAASmE,iBAAiB,wBAAwBC,SAASC,IACzDA,EAAGnE,iBAAiB,QAAS2E,EAAU,GAE3C,IA6uBA/E,GAxsBA,WAEE,IAAKE,SAASqF,cAAc,gBAC1B,OAGF,IAAI+I,EAAUpO,SAASqF,cAAc,kBAIrC,IAAIgJ,EAAkBnM,SACpBoM,eAAetJ,QAAQ,sBACvB,IAGF,GAAK7C,MAAMkM,GAIJ,CAEL,IACIE,EADavO,SAASqF,cAAc,gBACVlB,iBAAiB,WAC/C,GAAIoK,EAAazL,OAAS,EAAG,CAE3B,IAAI0L,EAAgBD,EAAaA,EAAazL,OAAS,GACnD2L,EACFD,EAAcE,wBAAwBC,EACtCP,EAAQM,wBAAwBC,EAElC,GAAIH,EAAcE,wBAAwBC,EAAyB,GAArBrL,OAAOsL,YAAmB,CACtE,IAAIC,EAAS,IACbT,EAAQU,UAAYL,EAASL,EAAQ/B,aAAewC,EACpD7K,QAAQW,IAAI,oDACd,CACF,CACF,MAnBEyJ,EAAQU,UAAYT,EACpBrK,QAAQW,IAAI,4DAqBdrB,OAAOpD,iBAAiB,gBAAgB,KACtCoO,eAAe5J,QAAQ,qBAAsB0J,EAAQU,UAAU,GAEnE,IA+pBAhP,GA/tBA,WACEwD,OAAOpD,iBAAiB,yBAAyB,WAC9BF,SAASmE,iBAAiB,iBAElCC,SAAS2K,IAChBA,EAAQC,cAAc1K,UAAUE,OAAO,SAAS,IAG3BxE,SAASmE,iBAAiB,wBAClCC,SAAS2K,IACtBA,EAAQC,cAAc1K,UAAUC,IAAI,SAAS,GAEjD,GACF,IAmtBAzE,GA9iByB,KAZK,MAC5B,IAAImP,EAAYjP,SAASmE,iBAAiB,gCACtC6B,GACFiJ,EAAU7K,SACP8K,GAAOA,EAAE7J,cAAc,8BAA8B6E,UAAY,KAEtE,EAOAiF,GAxDA7L,OAAOpD,iBACL,WACCuG,IACC,IAAIlB,EAAQJ,IAITsB,EAAM2I,UACN3I,EAAM4I,SAENrJ,GACGS,EAAM6I,SAAY7I,EAAM8I,QACvB9I,EAAM6I,UAAW7I,EAAM8I,WAE5B,OAAOlP,KAAKoG,EAAM+I,KAMXxP,SAAS0F,gBAAkBH,GAAS,UAAUlF,KAAKoG,EAAM+I,MAChElK,KALAmB,EAAMU,iBACN7B,IAKF,IAEF,GAoCFtF,SAASmE,iBAAiB,0BAA0BC,SAAS4E,IAC3DA,EAAIsB,QAAUhF,CAAiB,IAIjC,IAAImK,EAAUzP,SAASqF,cAAc,2BACjCoK,IACFA,EAAQnF,QAAUhF,EACpB,IAkiBFxF,GApQA,WAkBmB,IAAI+M,kBAjBG,CAAC6C,EAAcC,KACrCD,EAAatL,SAASwL,IAEe,IAA/BA,EAASC,WAAW/M,aAGYgN,IAAhCF,EAASC,WAAW,GAAGtH,OAGuC,GAA9DqH,EAASC,WAAW,GAAGtH,KAAKwH,OAAO,wBACrCH,EAASC,WAAWzL,SAASgG,IAC3BpK,SAAS+M,eAAe,wBAAwBxC,OAAOH,EAAK,GAEhE,GACA,IAKK0C,QAAQ9M,SAASgQ,KADX,CAAE/C,WAAW,GAE9B,IAgPAnN,GA7MA,WAGE,MAAMmQ,EAAgBjQ,SAAS+M,eAAe,gCACxCmD,EAAkBlQ,SAAS+M,eAC/B,kCAEIoD,EAAiBnQ,SAASqF,cAAc,uBACxC+K,EAAmBpQ,SAASqF,cAAc,yBAO1CgL,EAA0BrQ,SAASqF,cAAc,mBACjDiL,EAA4BtQ,SAASqF,cAAc,qBACzD,CACE,CAACgL,EAAyBJ,EAAeE,GACzC,CAACG,EAA2BJ,EAAiBE,IAC7ChM,SAAQ,EAAEmM,EAAkB9K,EAAQ2I,MAC/BmC,GAGLA,EAAiBrQ,iBAAiB,SAAUuG,IAO1C,GANAA,EAAMU,iBACNV,EAAM+J,kBACN/K,EAAOgL,SAAWhL,EAAOgL,QAIrBhL,EAAOgL,QAAS,CAGlB,MAAMC,EAAUtC,EAAQ/I,cAAc,aAGtCsH,YAAW,IAAM+D,EAAQ9K,SAAS,IACpC,IACA,IAOJ,CACE,CAACuK,EAAgBF,EAAeI,GAChC,CAACD,EAAkBF,EAAiBI,IACpClM,SAAQ,EAAEgK,EAAS3I,EAAQkL,MACtBvC,GAGLA,EAAQlO,iBAAiB,WAAYuG,IACjB,WAAdA,EAAM+I,MACR/I,EAAMU,iBACNV,EAAM+J,kBACN/K,EAAOgL,SAAU,EACjBE,EAAY/K,QACd,GACA,IAKJ,CACE,CAACqK,EAAeI,GAChB,CAACH,EAAiBI,IAClBlM,SAAQ,EAAEqB,EAAQkL,MAClBlL,EAAOvF,iBAAiB,UAAWuG,IAC5BA,EAAMa,cAAcmJ,SACvBE,EAAY/K,OACd,GACA,GAEN,IAsI4B,aAAxB5F,SAASC,WACX8L,IAEAzI,OAAOpD,iBAAiB,OAAQ6L,E","sources":["webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/scripts/mixin.js","webpack://pydata_sphinx_theme/./node_modules/compare-versions/lib/esm/index.js","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/scripts/pydata-sphinx-theme.js"],"sourcesContent":["/* define several functions to replace jQuery methods\n * inspired by https://tobiasahlin.com/blog/move-from-jquery-to-vanilla-javascript/\n */\n\n/**\n * Execute a method if DOM has finished loading\n *\n * @param {function} callback the method to execute\n */\nexport function documentReady(callback) {\n  if (document.readyState != \"loading\") callback();\n  else document.addEventListener(\"DOMContentLoaded\", callback);\n}\n","/**\n * Compare [semver](https://semver.org/) version strings to find greater, equal or lesser.\n * This library supports the full semver specification, including comparing versions with different number of digits like `1.0.0`, `1.0`, `1`, and pre-release versions like `1.0.0-alpha`.\n * @param v1 - First version to compare\n * @param v2 - Second version to compare\n * @returns Numeric value compatible with the [Array.sort(fn) interface](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/sort#Parameters).\n */\nexport const compareVersions = (v1, v2) => {\n    // validate input and split into segments\n    const n1 = validateAndParse(v1);\n    const n2 = validateAndParse(v2);\n    // pop off the patch\n    const p1 = n1.pop();\n    const p2 = n2.pop();\n    // validate numbers\n    const r = compareSegments(n1, n2);\n    if (r !== 0)\n        return r;\n    // validate pre-release\n    if (p1 && p2) {\n        return compareSegments(p1.split('.'), p2.split('.'));\n    }\n    else if (p1 || p2) {\n        return p1 ? -1 : 1;\n    }\n    return 0;\n};\n/**\n * Validate [semver](https://semver.org/) version strings.\n *\n * @param version Version number to validate\n * @returns `true` if the version number is a valid semver version number, `false` otherwise.\n *\n * @example\n * ```\n * validate('1.0.0-rc.1'); // return true\n * validate('1.0-rc.1'); // return false\n * validate('foo'); // return false\n * ```\n */\nexport const validate = (version) => typeof version === 'string' && /^[v\\d]/.test(version) && semver.test(version);\n/**\n * Compare [semver](https://semver.org/) version strings using the specified operator.\n *\n * @param v1 First version to compare\n * @param v2 Second version to compare\n * @param operator Allowed arithmetic operator to use\n * @returns `true` if the comparison between the firstVersion and the secondVersion satisfies the operator, `false` otherwise.\n *\n * @example\n * ```\n * compare('10.1.8', '10.0.4', '>'); // return true\n * compare('10.0.1', '10.0.1', '='); // return true\n * compare('10.1.1', '10.2.2', '<'); // return true\n * compare('10.1.1', '10.2.2', '<='); // return true\n * compare('10.1.1', '10.2.2', '>='); // return false\n * ```\n */\nexport const compare = (v1, v2, operator) => {\n    // validate input operator\n    assertValidOperator(operator);\n    // since result of compareVersions can only be -1 or 0 or 1\n    // a simple map can be used to replace switch\n    const res = compareVersions(v1, v2);\n    return operatorResMap[operator].includes(res);\n};\n/**\n * Match [npm semver](https://docs.npmjs.com/cli/v6/using-npm/semver) version range.\n *\n * @param version Version number to match\n * @param range Range pattern for version\n * @returns `true` if the version number is within the range, `false` otherwise.\n *\n * @example\n * ```\n * satisfies('1.1.0', '^1.0.0'); // return true\n * satisfies('1.1.0', '~1.0.0'); // return false\n * ```\n */\nexport const satisfies = (version, range) => {\n    // if no range operator then \"=\"\n    const m = range.match(/^([<>=~^]+)/);\n    const op = m ? m[1] : '=';\n    // if gt/lt/eq then operator compare\n    if (op !== '^' && op !== '~')\n        return compare(version, range, op);\n    // else range of either \"~\" or \"^\" is assumed\n    const [v1, v2, v3, , vp] = validateAndParse(version);\n    const [r1, r2, r3, , rp] = validateAndParse(range);\n    const v = [v1, v2, v3];\n    const r = [r1, r2 !== null && r2 !== void 0 ? r2 : 'x', r3 !== null && r3 !== void 0 ? r3 : 'x'];\n    // validate pre-release\n    if (rp) {\n        if (!vp)\n            return false;\n        if (compareSegments(v, r) !== 0)\n            return false;\n        if (compareSegments(vp.split('.'), rp.split('.')) === -1)\n            return false;\n    }\n    // first non-zero number\n    const nonZero = r.findIndex((v) => v !== '0') + 1;\n    // pointer to where segments can be >=\n    const i = op === '~' ? 2 : nonZero > 1 ? nonZero : 1;\n    // before pointer must be equal\n    if (compareSegments(v.slice(0, i), r.slice(0, i)) !== 0)\n        return false;\n    // after pointer must be >=\n    if (compareSegments(v.slice(i), r.slice(i)) === -1)\n        return false;\n    return true;\n};\nconst semver = /^[v^~<>=]*?(\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+))?(?:-([\\da-z\\-]+(?:\\.[\\da-z\\-]+)*))?(?:\\+[\\da-z\\-]+(?:\\.[\\da-z\\-]+)*)?)?)?$/i;\nconst validateAndParse = (version) => {\n    if (typeof version !== 'string') {\n        throw new TypeError('Invalid argument expected string');\n    }\n    const match = version.match(semver);\n    if (!match) {\n        throw new Error(`Invalid argument not valid semver ('${version}' received)`);\n    }\n    match.shift();\n    return match;\n};\nconst isWildcard = (s) => s === '*' || s === 'x' || s === 'X';\nconst tryParse = (v) => {\n    const n = parseInt(v, 10);\n    return isNaN(n) ? v : n;\n};\nconst forceType = (a, b) => typeof a !== typeof b ? [String(a), String(b)] : [a, b];\nconst compareStrings = (a, b) => {\n    if (isWildcard(a) || isWildcard(b))\n        return 0;\n    const [ap, bp] = forceType(tryParse(a), tryParse(b));\n    if (ap > bp)\n        return 1;\n    if (ap < bp)\n        return -1;\n    return 0;\n};\nconst compareSegments = (a, b) => {\n    for (let i = 0; i < Math.max(a.length, b.length); i++) {\n        const r = compareStrings(a[i] || '0', b[i] || '0');\n        if (r !== 0)\n            return r;\n    }\n    return 0;\n};\nconst operatorResMap = {\n    '>': [1],\n    '>=': [0, 1],\n    '=': [0],\n    '<=': [-1, 0],\n    '<': [-1],\n};\nconst allowedOperators = Object.keys(operatorResMap);\nconst assertValidOperator = (op) => {\n    if (typeof op !== 'string') {\n        throw new TypeError(`Invalid operator type, expected string but got ${typeof op}`);\n    }\n    if (allowedOperators.indexOf(op) === -1) {\n        throw new Error(`Invalid operator, expected one of ${allowedOperators.join('|')}`);\n    }\n};\n//# sourceMappingURL=index.js.map","// Define the custom behavior of the page\nimport { documentReady } from \"./mixin\";\nimport { compare, validate } from \"compare-versions\";\n\nimport \"../styles/pydata-sphinx-theme.scss\";\n\n/*******************************************************************************\n * Theme interaction\n */\n\nvar prefersDark = window.matchMedia(\"(prefers-color-scheme: dark)\");\n\n/**\n * set the the body theme to the one specified by the user browser\n *\n * @param {event} e\n */\nfunction autoTheme(e) {\n  document.documentElement.dataset.theme = prefersDark.matches\n    ? \"dark\"\n    : \"light\";\n}\n\n/**\n * Set the theme using the specified mode.\n * It can be one of [\"auto\", \"dark\", \"light\"]\n *\n * @param {str} mode\n */\nfunction setTheme(mode) {\n  if (mode !== \"light\" && mode !== \"dark\" && mode !== \"auto\") {\n    console.error(`Got invalid theme mode: ${mode}. Resetting to auto.`);\n    mode = \"auto\";\n  }\n\n  // get the theme\n  var colorScheme = prefersDark.matches ? \"dark\" : \"light\";\n  document.documentElement.dataset.mode = mode;\n  var theme = mode == \"auto\" ? colorScheme : mode;\n  document.documentElement.dataset.theme = theme;\n  // TODO: remove this line after Bootstrap upgrade\n  // v5.3 has a colors mode: https://getbootstrap.com/docs/5.3/customize/color-modes/\n  document.querySelectorAll(\".dropdown-menu\").forEach((el) => {\n    if (theme === \"dark\") {\n      el.classList.add(\"dropdown-menu-dark\");\n    } else {\n      el.classList.remove(\"dropdown-menu-dark\");\n    }\n  });\n\n  // save mode and theme\n  localStorage.setItem(\"mode\", mode);\n  localStorage.setItem(\"theme\", theme);\n  console.log(`[PST]: Changed to ${mode} mode using the ${theme} theme.`);\n\n  // add a listener if set on auto\n  prefersDark.onchange = mode == \"auto\" ? autoTheme : \"\";\n}\n\n/**\n * Change the theme option order so that clicking on the btn is always a change\n * from \"auto\"\n */\nfunction cycleMode() {\n  const defaultMode = document.documentElement.dataset.defaultMode || \"auto\";\n  const currentMode = localStorage.getItem(\"mode\") || defaultMode;\n\n  var loopArray = (arr, current) => {\n    var nextPosition = arr.indexOf(current) + 1;\n    if (nextPosition === arr.length) {\n      nextPosition = 0;\n    }\n    return arr[nextPosition];\n  };\n\n  // make sure the next theme after auto is always a change\n  var modeList = prefersDark.matches\n    ? [\"auto\", \"light\", \"dark\"]\n    : [\"auto\", \"dark\", \"light\"];\n  var newMode = loopArray(modeList, currentMode);\n  setTheme(newMode);\n}\n\n/**\n * add the theme listener on the btns of the navbar\n */\nfunction addModeListener() {\n  // the theme was set a first time using the initial mini-script\n  // running setMode will ensure the use of the dark mode if auto is selected\n  setTheme(document.documentElement.dataset.mode);\n\n  // Attach event handlers for toggling themes colors\n  document.querySelectorAll(\".theme-switch-button\").forEach((el) => {\n    el.addEventListener(\"click\", cycleMode);\n  });\n}\n\n/*******************************************************************************\n * TOC interactivity\n */\n\n/**\n * TOC sidebar - add \"active\" class to parent list\n *\n * Bootstrap's scrollspy adds the active class to the <a> link,\n * but for the automatic collapsing we need this on the parent list item.\n *\n * The event is triggered on \"window\" (and not the nav item as documented),\n * see https://github.com/twbs/bootstrap/issues/20086\n */\nfunction addTOCInteractivity() {\n  window.addEventListener(\"activate.bs.scrollspy\", function () {\n    const navLinks = document.querySelectorAll(\".bd-toc-nav a\");\n\n    navLinks.forEach((navLink) => {\n      navLink.parentElement.classList.remove(\"active\");\n    });\n\n    const activeNavLinks = document.querySelectorAll(\".bd-toc-nav a.active\");\n    activeNavLinks.forEach((navLink) => {\n      navLink.parentElement.classList.add(\"active\");\n    });\n  });\n}\n\n/*******************************************************************************\n * Scroll\n */\n\n/**\n * Navigation sidebar scrolling to active page\n */\nfunction scrollToActive() {\n  // If the docs nav doesn't exist, do nothing (e.g., on search page)\n  if (!document.querySelector(\".bd-docs-nav\")) {\n    return;\n  }\n\n  var sidebar = document.querySelector(\"div.bd-sidebar\");\n\n  // Remember the sidebar scroll position between page loads\n  // Inspired on source of revealjs.com\n  let storedScrollTop = parseInt(\n    sessionStorage.getItem(\"sidebar-scroll-top\"),\n    10,\n  );\n\n  if (!isNaN(storedScrollTop)) {\n    // If we've got a saved scroll position, just use that\n    sidebar.scrollTop = storedScrollTop;\n    console.log(\"[PST]: Scrolled sidebar using stored browser position...\");\n  } else {\n    // Otherwise, calculate a position to scroll to based on the lowest `active` link\n    var sidebarNav = document.querySelector(\".bd-docs-nav\");\n    var active_pages = sidebarNav.querySelectorAll(\".active\");\n    if (active_pages.length > 0) {\n      // Use the last active page as the offset since it's the page we're on\n      var latest_active = active_pages[active_pages.length - 1];\n      var offset =\n        latest_active.getBoundingClientRect().y -\n        sidebar.getBoundingClientRect().y;\n      // Only scroll the navbar if the active link is lower than 50% of the page\n      if (latest_active.getBoundingClientRect().y > window.innerHeight * 0.5) {\n        let buffer = 0.25; // Buffer so we have some space above the scrolled item\n        sidebar.scrollTop = offset - sidebar.clientHeight * buffer;\n        console.log(\"[PST]: Scrolled sidebar using last active link...\");\n      }\n    }\n  }\n\n  // Store the sidebar scroll position\n  window.addEventListener(\"beforeunload\", () => {\n    sessionStorage.setItem(\"sidebar-scroll-top\", sidebar.scrollTop);\n  });\n}\n\n/*******************************************************************************\n * Search\n */\n\n/**\n * Find any search forms on the page and return their input element\n */\nvar findSearchInput = () => {\n  let forms = document.querySelectorAll(\"form.bd-search\");\n  if (!forms.length) {\n    // no search form found\n    return;\n  } else {\n    var form;\n    if (forms.length == 1) {\n      // there is exactly one search form (persistent or hidden)\n      form = forms[0];\n    } else {\n      // must be at least one persistent form, use the first persistent one\n      form = document.querySelector(\n        \"div:not(.search-button__search-container) > form.bd-search\",\n      );\n    }\n    return form.querySelector(\"input\");\n  }\n};\n\n/**\n * Activate the search field on the page.\n * - If there is a search field already visible it will be activated.\n * - If not, then a search field will pop up.\n */\nvar toggleSearchField = () => {\n  // Find the search input to highlight\n  let input = findSearchInput();\n\n  // if the input field is the hidden one (the one associated with the\n  // search button) then toggle the button state (to show/hide the field)\n  let searchPopupWrapper = document.querySelector(\".search-button__wrapper\");\n  let hiddenInput = searchPopupWrapper.querySelector(\"input\");\n  if (input === hiddenInput) {\n    searchPopupWrapper.classList.toggle(\"show\");\n  }\n  // when toggling off the search field, remove its focus\n  if (document.activeElement === input) {\n    input.blur();\n  } else {\n    input.focus();\n    input.select();\n    input.scrollIntoView({ block: \"center\" });\n  }\n};\n\n/**\n * Add an event listener for toggleSearchField() for Ctrl/Cmd + K\n */\nvar addEventListenerForSearchKeyboard = () => {\n  window.addEventListener(\n    \"keydown\",\n    (event) => {\n      let input = findSearchInput();\n      // toggle on Ctrl+k or ⌘+k\n      if (\n        // Ignore if shift or alt are pressed\n        !event.shiftKey &&\n        !event.altKey &&\n        // On Mac use ⌘, all other OS use Ctrl\n        (useCommandKey\n          ? event.metaKey && !event.ctrlKey\n          : !event.metaKey && event.ctrlKey) &&\n        // Case-insensitive so the shortcut still works with caps lock\n        /^k$/i.test(event.key)\n      ) {\n        event.preventDefault();\n        toggleSearchField();\n      }\n      // also allow Escape key to hide (but not show) the dynamic search field\n      else if (document.activeElement === input && /Escape/i.test(event.key)) {\n        toggleSearchField();\n      }\n    },\n    true,\n  );\n};\n\n/**\n * If the user is on a Mac, use command (⌘) instead of control (ctrl) key\n *\n * Note: `navigator.platform` is deprecated; however MDN still recommends using\n * it for the one specific use case of detecting whether a keyboard shortcut\n * should use control or command:\n * https://developer.mozilla.org/en-US/docs/Web/API/Navigator/platform#examples\n */\nvar useCommandKey =\n  navigator.platform.indexOf(\"Mac\") === 0 || navigator.platform === \"iPhone\";\n\n/**\n * Change the search hint to `meta key` if we are a Mac\n */\n\nvar changeSearchShortcutKey = () => {\n  let shortcuts = document.querySelectorAll(\".search-button__kbd-shortcut\");\n  if (useCommandKey) {\n    shortcuts.forEach(\n      (f) => (f.querySelector(\"kbd.kbd-shortcut__modifier\").innerText = \"⌘\"),\n    );\n  }\n};\n\n/**\n * Activate callbacks for search button popup\n */\nvar setupSearchButtons = () => {\n  changeSearchShortcutKey();\n  addEventListenerForSearchKeyboard();\n\n  // Add the search button trigger event callback\n  document.querySelectorAll(\".search-button__button\").forEach((btn) => {\n    btn.onclick = toggleSearchField;\n  });\n\n  // Add the search button overlay event callback\n  let overlay = document.querySelector(\".search-button__overlay\");\n  if (overlay) {\n    overlay.onclick = toggleSearchField;\n  }\n};\n\n/*******************************************************************************\n * Version Switcher\n * Note that this depends on two variables existing that are defined in\n * and `html-page-context` hook:\n *\n * - DOCUMENTATION_OPTIONS.pagename\n * - DOCUMENTATION_OPTIONS.theme_switcher_url\n */\n\n/**\n * path component of URL\n */\nvar getCurrentUrlPath = () => {\n  if (DOCUMENTATION_OPTIONS.BUILDER == \"dirhtml\") {\n    return DOCUMENTATION_OPTIONS.pagename == \"index\"\n      ? `/`\n      : `${DOCUMENTATION_OPTIONS.pagename}/`;\n  }\n  return `${DOCUMENTATION_OPTIONS.pagename}.html`;\n};\n\n/**\n * Allow user to dismiss the warning banner about the docs version being dev / old.\n * We store the dismissal date and version, to give us flexibility about making the\n * dismissal last for longer than one browser session, if we decide to do that.\n *\n * @param {event} event the event that trigger the check\n */\nasync function DismissBannerAndStorePref(event) {\n  const banner = document.querySelector(\"#bd-header-version-warning\");\n  banner.remove();\n  const version = DOCUMENTATION_OPTIONS.VERSION;\n  const now = new Date();\n  const banner_pref = JSON.parse(\n    localStorage.getItem(\"pst_banner_pref\") || \"{}\",\n  );\n  console.debug(\n    `[PST] Dismissing the version warning banner on ${version} starting ${now}.`,\n  );\n  banner_pref[version] = now;\n  localStorage.setItem(\"pst_banner_pref\", JSON.stringify(banner_pref));\n}\n\n/**\n * Check if corresponding page path exists in other version of docs\n * and, if so, go there instead of the homepage of the other docs version\n *\n * @param {event} event the event that trigger the check\n */\nasync function checkPageExistsAndRedirect(event) {\n  // ensure we don't follow the initial link\n  event.preventDefault();\n  const currentFilePath = getCurrentUrlPath();\n  let tryUrl = event.currentTarget.getAttribute(\"href\");\n  let otherDocsHomepage = tryUrl.replace(currentFilePath, \"\");\n  try {\n    let head = await fetch(tryUrl, { method: \"HEAD\" });\n    if (head.ok) {\n      location.href = tryUrl; // the page exists, go there\n    } else {\n      location.href = otherDocsHomepage;\n    }\n  } catch (err) {\n    // something went wrong, probably CORS restriction, fallback to other docs homepage\n    location.href = otherDocsHomepage;\n  }\n}\n\n/**\n * Load and parse the version switcher JSON file from an absolute or relative URL.\n *\n * @param {string} url The URL to load version switcher entries from.\n */\nasync function fetchVersionSwitcherJSON(url) {\n  // first check if it's a valid URL\n  try {\n    var result = new URL(url);\n  } catch (err) {\n    if (err instanceof TypeError) {\n      if (!window.location.origin) {\n        // window.location.origin is null for local static sites\n        // (ie. window.location.protocol == 'file:')\n        //\n        // TODO: Fix this to return the static version switcher by working out\n        // how to get the correct path to the switcher JSON file on local static builds\n        return null;\n      }\n      // assume we got a relative path, and fix accordingly. But first, we need to\n      // use `fetch()` to follow redirects so we get the correct final base URL\n      const origin = await fetch(window.location.origin, { method: \"HEAD\" });\n      result = new URL(url, origin.url);\n    } else {\n      // something unexpected happened\n      throw err;\n    }\n  }\n  // load and return the JSON\n  const response = await fetch(result);\n  const data = await response.json();\n  return data;\n}\n\n// Populate the version switcher from the JSON data\nfunction populateVersionSwitcher(data, versionSwitcherBtns) {\n  const currentFilePath = getCurrentUrlPath();\n  versionSwitcherBtns.forEach((btn) => {\n    // Set empty strings by default so that these attributes exist and can be used in CSS selectors\n    btn.dataset[\"activeVersionName\"] = \"\";\n    btn.dataset[\"activeVersion\"] = \"\";\n  });\n  // in case there are multiple entries with the same version string, this helps us\n  // decide which entry's `name` to put on the button itself. Without this, it would\n  // always be the *last* version-matching entry; now it will be either the\n  // version-matching entry that is also marked as `\"preferred\": true`, or if that\n  // doesn't exist: the *first* version-matching entry.\n  data = data.map((entry) => {\n    // does this entry match the version that we're currently building/viewing?\n    entry.match =\n      entry.version == DOCUMENTATION_OPTIONS.theme_switcher_version_match;\n    entry.preferred = entry.preferred || false;\n    // if no custom name specified (e.g., \"latest\"), use version string\n    if (!(\"name\" in entry)) {\n      entry.name = entry.version;\n    }\n    return entry;\n  });\n  const hasMatchingPreferredEntry = data\n    .map((entry) => entry.preferred && entry.match)\n    .some(Boolean);\n  var foundMatch = false;\n  // create links to the corresponding page in the other docs versions\n  data.forEach((entry) => {\n    // create the node\n    const anchor = document.createElement(\"a\");\n    anchor.setAttribute(\n      \"class\",\n      \"dropdown-item list-group-item list-group-item-action py-1\",\n    );\n    anchor.setAttribute(\"href\", `${entry.url}${currentFilePath}`);\n    anchor.setAttribute(\"role\", \"option\");\n    const span = document.createElement(\"span\");\n    span.textContent = `${entry.name}`;\n    anchor.appendChild(span);\n    // Add dataset values for the version and name in case people want\n    // to apply CSS styling based on this information.\n    anchor.dataset[\"versionName\"] = entry.name;\n    anchor.dataset[\"version\"] = entry.version;\n    // replace dropdown button text with the preferred display name of the\n    // currently-viewed version, rather than using sphinx's {{ version }} variable.\n    // also highlight the dropdown entry for the currently-viewed version's entry\n    let matchesAndIsPreferred = hasMatchingPreferredEntry && entry.preferred;\n    let matchesAndIsFirst =\n      !hasMatchingPreferredEntry && !foundMatch && entry.match;\n    if (matchesAndIsPreferred || matchesAndIsFirst) {\n      anchor.classList.add(\"active\");\n      versionSwitcherBtns.forEach((btn) => {\n        btn.innerText = entry.name;\n        btn.dataset[\"activeVersionName\"] = entry.name;\n        btn.dataset[\"activeVersion\"] = entry.version;\n      });\n      foundMatch = true;\n    }\n    // There may be multiple version-switcher elements, e.g. one\n    // in a slide-over panel displayed on smaller screens.\n    document.querySelectorAll(\".version-switcher__menu\").forEach((menu) => {\n      // we need to clone the node for each menu, but onclick attributes are not\n      // preserved by `.cloneNode()` so we add onclick here after cloning.\n      let node = anchor.cloneNode(true);\n      node.onclick = checkPageExistsAndRedirect;\n      // on click, AJAX calls will check if the linked page exists before\n      // trying to redirect, and if not, will redirect to the homepage\n      // for that version of the docs.\n      menu.append(node);\n    });\n  });\n}\n\n/*******************************************************************************\n * Warning banner when viewing non-stable version of the docs.\n */\n\n/**\n * Show a warning banner when viewing a non-stable version of the docs.\n *\n * adapted 2023-06 from https://mne.tools/versionwarning.js, which was\n * originally adapted 2020-05 from https://scikit-learn.org/versionwarning.js\n *\n * @param {Array} data The version data used to populate the switcher menu.\n */\nfunction showVersionWarningBanner(data) {\n  var version = DOCUMENTATION_OPTIONS.VERSION;\n  // figure out what latest stable version is\n  var preferredEntries = data.filter((entry) => entry.preferred);\n  if (preferredEntries.length !== 1) {\n    const howMany = preferredEntries.length == 0 ? \"No\" : \"Multiple\";\n    console.log(\n      `[PST] ${howMany} versions marked \"preferred\" found in versions JSON, ignoring.`,\n    );\n    return;\n  }\n  const preferredVersion = preferredEntries[0].version;\n  const preferredURL = preferredEntries[0].url;\n  // if already on preferred version, nothing to do\n  const versionsAreComparable = validate(version) && validate(preferredVersion);\n  if (versionsAreComparable && compare(version, preferredVersion, \"=\")) {\n    console.log(\n      \"This is the prefered version of the docs, not showing the warning banner.\",\n    );\n    return;\n  }\n  // check if banner has been dismissed recently\n  const dismiss_date_str = JSON.parse(\n    localStorage.getItem(\"pst_banner_pref\") || \"{}\",\n  )[version];\n  if (dismiss_date_str != null) {\n    const dismiss_date = new Date(dismiss_date_str);\n    const now = new Date();\n    const milliseconds_in_a_day = 24 * 60 * 60 * 1000;\n    const days_passed = (now - dismiss_date) / milliseconds_in_a_day;\n    const timeout_in_days = 14;\n    if (days_passed < timeout_in_days) {\n      console.info(\n        `[PST] Suppressing version warning banner; was dismissed ${Math.floor(days_passed)} day(s) ago`,\n      );\n      return;\n    }\n  }\n\n  // now construct the warning banner\n  const banner = document.querySelector(\"#bd-header-version-warning\");\n  const middle = document.createElement(\"div\");\n  const inner = document.createElement(\"div\");\n  const bold = document.createElement(\"strong\");\n  const button = document.createElement(\"a\");\n  const close_btn = document.createElement(\"a\");\n  // these classes exist since pydata-sphinx-theme v0.10.0\n  // the init class is used for animation\n  middle.classList = \"bd-header-announcement__content  ms-auto me-auto\";\n  inner.classList = \"sidebar-message\";\n  button.classList =\n    \"btn text-wrap font-weight-bold ms-3 my-1 align-baseline pst-button-link-to-stable-version\";\n  button.href = `${preferredURL}${getCurrentUrlPath()}`;\n  button.innerText = \"Switch to stable version\";\n  button.onclick = checkPageExistsAndRedirect;\n  close_btn.classList = \"ms-3 my-1 align-baseline\";\n  const close_x = document.createElement(\"i\");\n  close_btn.append(close_x);\n  close_x.classList = \"fa-solid fa-xmark\";\n  close_btn.onclick = DismissBannerAndStorePref;\n  // add the version-dependent text\n  inner.innerText = \"This is documentation for \";\n  const isDev =\n    version.includes(\"dev\") ||\n    version.includes(\"rc\") ||\n    version.includes(\"pre\");\n  const newerThanPreferred =\n    versionsAreComparable && compare(version, preferredVersion, \">\");\n  if (isDev || newerThanPreferred) {\n    bold.innerText = \"an unstable development version\";\n  } else if (versionsAreComparable && compare(version, preferredVersion, \"<\")) {\n    bold.innerText = `an old version (${version})`;\n  } else if (!version) {\n    bold.innerText = \"an unknown version\"; // e.g., an empty string\n  } else {\n    bold.innerText = `version ${version}`;\n  }\n  banner.appendChild(middle);\n  banner.append(close_btn);\n  middle.appendChild(inner);\n  inner.appendChild(bold);\n  inner.appendChild(document.createTextNode(\".\"));\n  inner.appendChild(button);\n  banner.classList.remove(\"d-none\");\n}\n\n/*******************************************************************************\n * MutationObserver to move the ReadTheDocs button\n */\n\n/**\n * intercept the RTD flyout and place it in the rtd-footer-container if existing\n * if not it stays where on top of the page\n */\nfunction initRTDObserver() {\n  const mutatedCallback = (mutationList, observer) => {\n    mutationList.forEach((mutation) => {\n      // Check whether the mutation is for RTD, which will have a specific structure\n      if (mutation.addedNodes.length === 0) {\n        return;\n      }\n      if (mutation.addedNodes[0].data === undefined) {\n        return;\n      }\n      if (mutation.addedNodes[0].data.search(\"Inserted RTD Footer\") != -1) {\n        mutation.addedNodes.forEach((node) => {\n          document.getElementById(\"rtd-footer-container\").append(node);\n        });\n      }\n    });\n  };\n\n  const observer = new MutationObserver(mutatedCallback);\n  const config = { childList: true };\n  observer.observe(document.body, config);\n}\n\nasync function fetchAndUseVersions() {\n  // fetch the JSON version data (only once), then use it to populate the version\n  // switcher and maybe show the version warning bar\n  var versionSwitcherBtns = document.querySelectorAll(\n    \".version-switcher__button\",\n  );\n  const hasSwitcherMenu = versionSwitcherBtns.length > 0;\n  const hasVersionsJSON = DOCUMENTATION_OPTIONS.hasOwnProperty(\n    \"theme_switcher_json_url\",\n  );\n  const wantsWarningBanner = DOCUMENTATION_OPTIONS.show_version_warning_banner;\n\n  if (hasVersionsJSON && (hasSwitcherMenu || wantsWarningBanner)) {\n    const data = await fetchVersionSwitcherJSON(\n      DOCUMENTATION_OPTIONS.theme_switcher_json_url,\n    );\n    // TODO: remove the `if(data)` once the `return null` is fixed within fetchVersionSwitcherJSON.\n    // We don't really want the switcher and warning bar to silently not work.\n    if (data) {\n      populateVersionSwitcher(data, versionSwitcherBtns);\n      if (wantsWarningBanner) {\n        showVersionWarningBanner(data);\n      }\n    }\n  }\n}\n\n/*******************************************************************************\n * Add keyboard functionality to mobile sidebars.\n *\n * Wire up the hamburger-style buttons using the click event which (on buttons)\n * handles both mouse clicks and the space and enter keys.\n */\nfunction setupMobileSidebarKeyboardHandlers() {\n  // These are hidden checkboxes at the top of the page whose :checked property\n  // allows the mobile sidebars to be hidden or revealed via CSS.\n  const primaryToggle = document.getElementById(\"pst-primary-sidebar-checkbox\");\n  const secondaryToggle = document.getElementById(\n    \"pst-secondary-sidebar-checkbox\",\n  );\n  const primarySidebar = document.querySelector(\".bd-sidebar-primary\");\n  const secondarySidebar = document.querySelector(\".bd-sidebar-secondary\");\n\n  // Toggle buttons -\n  //\n  // These are the hamburger-style buttons in the header nav bar. When the user\n  // clicks, the button transmits the click to the hidden checkboxes used by the\n  // CSS to control whether the sidebar is open or closed.\n  const primaryClickTransmitter = document.querySelector(\".primary-toggle\");\n  const secondaryClickTransmitter = document.querySelector(\".secondary-toggle\");\n  [\n    [primaryClickTransmitter, primaryToggle, primarySidebar],\n    [secondaryClickTransmitter, secondaryToggle, secondarySidebar],\n  ].forEach(([clickTransmitter, toggle, sidebar]) => {\n    if (!clickTransmitter) {\n      return;\n    }\n    clickTransmitter.addEventListener(\"click\", (event) => {\n      event.preventDefault();\n      event.stopPropagation();\n      toggle.checked = !toggle.checked;\n\n      // If we are opening the sidebar, move focus to the first focusable item\n      // in the sidebar\n      if (toggle.checked) {\n        // Note: this selector is not exhaustive, and we may need to update it\n        // in the future\n        const tabStop = sidebar.querySelector(\"a, button\");\n        // use setTimeout because you cannot move focus synchronously during a\n        // click in the handler for the click event\n        setTimeout(() => tabStop.focus(), 100);\n      }\n    });\n  });\n\n  // Escape key -\n  //\n  // When sidebar is open, user should be able to press escape key to close the\n  // sidebar.\n  [\n    [primarySidebar, primaryToggle, primaryClickTransmitter],\n    [secondarySidebar, secondaryToggle, secondaryClickTransmitter],\n  ].forEach(([sidebar, toggle, transmitter]) => {\n    if (!sidebar) {\n      return;\n    }\n    sidebar.addEventListener(\"keydown\", (event) => {\n      if (event.key === \"Escape\") {\n        event.preventDefault();\n        event.stopPropagation();\n        toggle.checked = false;\n        transmitter.focus();\n      }\n    });\n  });\n\n  // When the <label> overlay is clicked to close the sidebar, return focus to\n  // the opener button in the nav bar.\n  [\n    [primaryToggle, primaryClickTransmitter],\n    [secondaryToggle, secondaryClickTransmitter],\n  ].forEach(([toggle, transmitter]) => {\n    toggle.addEventListener(\"change\", (event) => {\n      if (!event.currentTarget.checked) {\n        transmitter.focus();\n      }\n    });\n  });\n}\n\n/**\n * When the page loads, or the window resizes, or descendant nodes are added or\n * removed from the main element, check all code blocks and Jupyter notebook\n * outputs, and for each one that has scrollable overflow, set tabIndex = 0.\n */\nfunction addTabStopsToScrollableElements() {\n  const updateTabStops = () => {\n    document\n      .querySelectorAll(\n        \"pre, \" + // code blocks\n          \".nboutput > .output_area, \" + // NBSphinx notebook output\n          \".cell_output > .output, \" + // Myst-NB\n          \".jp-RenderedHTMLCommon\", // ipywidgets\n      )\n      .forEach((el) => {\n        el.tabIndex =\n          el.scrollWidth > el.clientWidth || el.scrollHeight > el.clientHeight\n            ? 0\n            : -1;\n      });\n  };\n  const debouncedUpdateTabStops = debounce(updateTabStops, 300);\n\n  // On window resize\n  window.addEventListener(\"resize\", debouncedUpdateTabStops);\n\n  // The following MutationObserver is for ipywidgets, which take some time to\n  // finish loading and rendering on the page (so even after the \"load\" event is\n  // fired, they still have not finished rendering). Would be nice to replace\n  // the MutationObserver if there is a way to hook into the ipywidgets code to\n  // know when it is done.\n  const mainObserver = new MutationObserver(debouncedUpdateTabStops);\n\n  // On descendant nodes added/removed from main element\n  mainObserver.observe(document.getElementById(\"main-content\"), {\n    subtree: true,\n    childList: true,\n  });\n\n  // On page load (when this function gets called)\n  updateTabStops();\n}\nfunction debounce(callback, wait) {\n  let timeoutId = null;\n  return (...args) => {\n    clearTimeout(timeoutId);\n    timeoutId = setTimeout(() => {\n      callback(...args);\n    }, wait);\n  };\n}\n\n/*******************************************************************************\n * Announcement banner - fetch and load remote HTML\n */\nasync function setupAnnouncementBanner() {\n  const banner = document.querySelector(\".bd-header-announcement\");\n  const { pstAnnouncementUrl } = banner.dataset;\n\n  if (!pstAnnouncementUrl) {\n    return;\n  }\n\n  try {\n    const response = await fetch(pstAnnouncementUrl);\n    if (!response.ok) {\n      throw new Error(\n        `[PST]: HTTP response status not ok: ${response.status} ${response.statusText}`,\n      );\n    }\n    const data = await response.text();\n    if (data.length === 0) {\n      console.log(`[PST]: Empty announcement at: ${pstAnnouncementUrl}`);\n      return;\n    }\n    banner.innerHTML = `<div class=\"bd-header-announcement__content\">${data}</div>`;\n    banner.classList.remove(\"d-none\");\n  } catch (_error) {\n    console.log(`[PST]: Failed to load announcement at: ${pstAnnouncementUrl}`);\n    console.error(_error);\n  }\n}\n\n/*******************************************************************************\n * Reveal (and animate) the banners (version warning, announcement) together\n */\nasync function fetchRevealBannersTogether() {\n  // Wait until finished fetching and loading banners\n  await Promise.allSettled([fetchAndUseVersions(), setupAnnouncementBanner()]);\n\n  // The revealer element should have CSS rules that set height to 0, overflow\n  // to hidden, and an animation transition on the height (unless the user has\n  // turned off animations)\n  const revealer = document.querySelector(\".pst-async-banner-revealer\");\n\n  // Remove the d-none (display-none) class to calculate the children heights.\n  revealer.classList.remove(\"d-none\");\n\n  // Add together the heights of the element's children\n  const height = Array.from(revealer.children).reduce(\n    (height, el) => height + el.offsetHeight,\n    0,\n  );\n\n  // Use the calculated height to give the revealer a non-zero height (if\n  // animations allowed, the height change will animate)\n  revealer.style.setProperty(\"height\", `${height}px`);\n\n  // Wait for a bit more than 300ms (the transition duration), then set height\n  // to auto so the banner can resize if the window is resized.\n  setTimeout(() => {\n    revealer.style.setProperty(\"height\", \"auto\");\n  }, 320);\n}\n\n/*******************************************************************************\n * Call functions after document loading.\n */\n\n// This one first to kick off the network request for the version warning\n// and announcement banner data as early as possible.\ndocumentReady(fetchRevealBannersTogether);\n\ndocumentReady(addModeListener);\ndocumentReady(scrollToActive);\ndocumentReady(addTOCInteractivity);\ndocumentReady(setupSearchButtons);\ndocumentReady(initRTDObserver);\ndocumentReady(setupMobileSidebarKeyboardHandlers);\n\n// Determining whether an element has scrollable content depends on stylesheets,\n// so we're checking for the \"load\" event rather than \"DOMContentLoaded\"\nif (document.readyState === \"complete\") {\n  addTabStopsToScrollableElements();\n} else {\n  window.addEventListener(\"load\", addTabStopsToScrollableElements);\n}\n"],"names":["documentReady","callback","document","readyState","addEventListener","validate","version","test","semver","compare","v1","v2","operator","assertValidOperator","res","n1","validateAndParse","n2","p1","pop","p2","r","compareSegments","split","compareVersions","operatorResMap","includes","TypeError","match","Error","shift","isWildcard","s","tryParse","v","n","parseInt","isNaN","compareStrings","a","b","ap","bp","String","forceType","i","Math","max","length","allowedOperators","Object","keys","op","indexOf","join","prefersDark","window","matchMedia","autoTheme","e","documentElement","dataset","theme","matches","setTheme","mode","console","error","colorScheme","querySelectorAll","forEach","el","classList","add","remove","localStorage","setItem","log","onchange","cycleMode","defaultMode","currentMode","getItem","arr","nextPosition","findSearchInput","forms","querySelector","toggleSearchField","input","searchPopupWrapper","toggle","activeElement","blur","focus","select","scrollIntoView","block","useCommandKey","navigator","platform","getCurrentUrlPath","DOCUMENTATION_OPTIONS","BUILDER","pagename","async","DismissBannerAndStorePref","event","VERSION","now","Date","banner_pref","JSON","parse","debug","stringify","checkPageExistsAndRedirect","preventDefault","currentFilePath","tryUrl","currentTarget","getAttribute","otherDocsHomepage","replace","fetch","method","ok","location","href","err","fetchAndUseVersions","versionSwitcherBtns","hasSwitcherMenu","hasVersionsJSON","hasOwnProperty","wantsWarningBanner","show_version_warning_banner","data","url","result","URL","origin","response","json","fetchVersionSwitcherJSON","theme_switcher_json_url","btn","hasMatchingPreferredEntry","map","entry","theme_switcher_version_match","preferred","name","some","Boolean","foundMatch","anchor","createElement","setAttribute","span","textContent","appendChild","matchesAndIsPreferred","matchesAndIsFirst","innerText","menu","node","cloneNode","onclick","append","populateVersionSwitcher","preferredEntries","filter","howMany","preferredVersion","preferredURL","versionsAreComparable","dismiss_date_str","dismiss_date","days_passed","info","floor","banner","middle","inner","bold","button","close_btn","close_x","isDev","newerThanPreferred","createTextNode","showVersionWarningBanner","addTabStopsToScrollableElements","updateTabStops","tabIndex","scrollWidth","clientWidth","scrollHeight","clientHeight","debouncedUpdateTabStops","wait","timeoutId","args","clearTimeout","setTimeout","debounce","MutationObserver","observe","getElementById","subtree","childList","setupAnnouncementBanner","pstAnnouncementUrl","status","statusText","text","innerHTML","_error","Promise","allSettled","revealer","height","Array","from","children","reduce","offsetHeight","style","setProperty","sidebar","storedScrollTop","sessionStorage","active_pages","latest_active","offset","getBoundingClientRect","y","innerHeight","buffer","scrollTop","navLink","parentElement","shortcuts","f","changeSearchShortcutKey","shiftKey","altKey","metaKey","ctrlKey","key","overlay","mutationList","observer","mutation","addedNodes","undefined","search","body","primaryToggle","secondaryToggle","primarySidebar","secondarySidebar","primaryClickTransmitter","secondaryClickTransmitter","clickTransmitter","stopPropagation","checked","tabStop","transmitter"],"sourceRoot":""}
\ No newline at end of file
+{"version":3,"file":"scripts/pydata-sphinx-theme.js","mappings":"mBASO,SAASA,EAAcC,GACD,WAAvBC,SAASC,WAAyBF,IACjCC,SAASE,iBAAiB,mBAAoBH,EACrD,CCLO,MAiCMI,EAAYC,GAA+B,iBAAZA,GAAwB,SAASC,KAAKD,IAAYE,EAAOD,KAAKD,GAkB7FG,EAAU,CAACC,EAAIC,EAAIC,KAE5BC,EAAoBD,GAGpB,MAAME,EAxDqB,EAACJ,EAAIC,KAEhC,MAAMI,EAAKC,EAAiBN,GACtBO,EAAKD,EAAiBL,GAEtBO,EAAKH,EAAGI,MACRC,EAAKH,EAAGE,MAERE,EAAIC,EAAgBP,EAAIE,GAC9B,OAAU,IAANI,EACOA,EAEPH,GAAME,EACCE,EAAgBJ,EAAGK,MAAM,KAAMH,EAAGG,MAAM,MAE1CL,GAAME,EACJF,GAAM,EAAI,EAEd,CAAC,EAsCIM,CAAgBd,EAAIC,GAChC,OAAOc,EAAeb,GAAUc,SAASZ,EAAI,EAgD3CN,EAAS,6IACTQ,EAAoBV,IACtB,GAAuB,iBAAZA,EACP,MAAM,IAAIqB,UAAU,oCAExB,MAAMC,EAAQtB,EAAQsB,MAAMpB,GAC5B,IAAKoB,EACD,MAAM,IAAIC,MAAM,uCAAuCvB,gBAG3D,OADAsB,EAAME,QACCF,CAAK,EAEVG,EAAcC,GAAY,MAANA,GAAmB,MAANA,GAAmB,MAANA,EAC9CC,EAAYC,IACd,MAAMC,EAAIC,SAASF,EAAG,IACtB,OAAOG,MAAMF,GAAKD,EAAIC,CAAC,EAGrBG,EAAiB,CAACC,EAAGC,KACvB,GAAIT,EAAWQ,IAAMR,EAAWS,GAC5B,OAAO,EACX,MAAOC,EAAIC,GAJG,EAACH,EAAGC,WAAaD,UAAaC,EAAI,CAACG,OAAOJ,GAAII,OAAOH,IAAM,CAACD,EAAGC,GAI5DI,CAAUX,EAASM,GAAIN,EAASO,IACjD,OAAIC,EAAKC,EACE,EACPD,EAAKC,GACG,EACL,CAAC,EAENpB,EAAkB,CAACiB,EAAGC,KACxB,IAAK,IAAIK,EAAI,EAAGA,EAAIC,KAAKC,IAAIR,EAAES,OAAQR,EAAEQ,QAASH,IAAK,CACnD,MAAMxB,EAAIiB,EAAeC,EAAEM,IAAM,IAAKL,EAAEK,IAAM,KAC9C,GAAU,IAANxB,EACA,OAAOA,CACf,CACA,OAAO,CAAC,EAENI,EAAiB,CACnB,IAAK,CAAC,GACN,KAAM,CAAC,EAAG,GACV,IAAK,CAAC,GACN,KAAM,EAAE,EAAG,GACX,IAAK,EAAE,IAELwB,EAAmBC,OAAOC,KAAK1B,GAC/BZ,EAAuBuC,IACzB,GAAkB,iBAAPA,EACP,MAAM,IAAIzB,UAAU,yDAAyDyB,GAEjF,IAAsC,IAAlCH,EAAiBI,QAAQD,GACzB,MAAM,IAAIvB,MAAM,qCAAqCoB,EAAiBK,KAAK,OAC/E,ECxJJ,IAAIC,EAAcC,OAAOC,WAAW,gCAOpC,SAASC,EAAUC,GACjBzD,SAAS0D,gBAAgBC,QAAQC,MAAQP,EAAYQ,QACjD,OACA,OACN,CAQA,SAASC,EAASC,GACH,UAATA,GAA6B,SAATA,GAA4B,SAATA,IACzCC,QAAQC,MAAM,2BAA2BF,yBACzCA,EAAO,QAIT,IAAIG,EAAcb,EAAYQ,QAAU,OAAS,QACjD7D,SAAS0D,gBAAgBC,QAAQI,KAAOA,EACxC,IAAIH,EAAgB,QAARG,EAAiBG,EAAcH,EAC3C/D,SAAS0D,gBAAgBC,QAAQC,MAAQA,EAGzC5D,SAASmE,iBAAiB,kBAAkBC,SAASC,IACrC,SAAVT,EACFS,EAAGC,UAAUC,IAAI,sBAEjBF,EAAGC,UAAUE,OAAO,qBACtB,IAIFC,aAAaC,QAAQ,OAAQX,GAC7BU,aAAaC,QAAQ,QAASd,GAC9BI,QAAQW,IAAI,qBAAqBZ,oBAAuBH,YAGxDP,EAAYuB,SAAmB,QAARb,EAAiBP,EAAY,EACtD,CAMA,SAASqB,IACP,MAAMC,EAAc9E,SAAS0D,gBAAgBC,QAAQmB,aAAe,OAC9DC,EAAcN,aAAaO,QAAQ,SAAWF,EAEpD,IAAiBG,EACXC,EAYNpB,IAZMoB,GADWD,EASF5B,EAAYQ,QACvB,CAAC,OAAQ,QAAS,QAClB,CAAC,OAAQ,OAAQ,UAVIV,QAWS4B,GAXU,KACrBE,EAAInC,SACvBoC,EAAe,GAEVD,EAAIC,IASf,CAsGA,IAAIC,EAAkB,KACpB,IAAIC,EAAQpF,SAASmE,iBAAiB,kBACtC,OAAKiB,EAAMtC,QAKW,GAAhBsC,EAAMtC,OAEDsC,EAAM,GAGNpF,SAASqF,cACd,+DAGQA,cAAc,cAZ1B,CAaF,EAQEC,EAAoB,KAEtB,IAAIC,EAAQJ,IAIRK,EAAqBxF,SAASqF,cAAc,2BAE5CE,IADcC,EAAmBH,cAAc,UAEjDG,EAAmBlB,UAAUmB,OAAO,QAGlCzF,SAAS0F,gBAAkBH,EAC7BA,EAAMI,QAENJ,EAAMK,QACNL,EAAMM,SACNN,EAAMO,eAAe,CAAEC,MAAO,WAChC,EA2CEC,EACoC,IAAtCC,UAAUC,SAAS/C,QAAQ,QAAuC,WAAvB8C,UAAUC,SA8CnDC,EAAoB,IACe,WAAjCC,sBAAsBC,QACiB,SAAlCD,sBAAsBE,SACzB,IACA,GAAGF,sBAAsBE,YAExB,GAAGF,sBAAsBE,gBAUlCC,eAAeC,EAA0BC,GACxBzG,SAASqF,cAAc,8BAC/Bb,SACP,MAAMpE,EAAUgG,sBAAsBM,QAChCC,EAAM,IAAIC,KACVC,EAAcC,KAAKC,MACvBtC,aAAaO,QAAQ,oBAAsB,MAE7ChB,QAAQgD,MACN,kDAAkD5G,cAAoBuG,MAExEE,EAAYzG,GAAWuG,EACvBlC,aAAaC,QAAQ,kBAAmBoC,KAAKG,UAAUJ,GACzD,CAQAN,eAAeW,EAA2BT,GAExCA,EAAMU,iBACN,MAAMC,EAAkBjB,IACxB,IAAIkB,EAASZ,EAAMa,cAAcC,aAAa,QAC1CC,EAAoBH,EAAOI,QAAQL,EAAiB,IACxD,WACmBM,MAAML,EAAQ,CAAEM,OAAQ,UAChCC,GACPC,SAASC,KAAOT,EAEhBQ,SAASC,KAAON,CAEpB,CAAE,MAAOO,GAEPF,SAASC,KAAON,CAClB,CACF,CAgPAjB,eAAeyB,IAGb,IAAIC,EAAsBjI,SAASmE,iBACjC,6BAEF,MAAM+D,EAAkBD,EAAoBnF,OAAS,EAC/CqF,EAAkB/B,sBAAsBgC,eAC5C,2BAEIC,EAAqBjC,sBAAsBkC,4BAEjD,GAAIH,IAAoBD,GAAmBG,GAAqB,CAC9D,MAAME,QAtPVhC,eAAwCiC,GAEtC,IACE,IAAIC,EAAS,IAAIC,IAAIF,EACvB,CAAE,MAAOT,GACP,KAAIA,aAAetG,WAejB,MAAMsG,EAfsB,CAC5B,IAAKzE,OAAOuE,SAASc,OAMnB,OAAO,KAIT,MAAMA,QAAejB,MAAMpE,OAAOuE,SAASc,OAAQ,CAAEhB,OAAQ,SAC7Dc,EAAS,IAAIC,IAAIF,EAAKG,EAAOH,IAC/B,CAIF,CAEA,MAAMI,QAAiBlB,MAAMe,GAE7B,aADmBG,EAASC,MAE9B,CA2NuBC,CACjB1C,sBAAsB2C,yBAIpBR,IA7NR,SAAiCA,EAAMN,GACrC,MAAMb,EAAkBjB,IACxB8B,EAAoB7D,SAAS4E,IAE3BA,EAAIrF,QAA2B,kBAAI,GACnCqF,EAAIrF,QAAuB,cAAI,EAAE,IAkBnC,MAAMsF,GAXNV,EAAOA,EAAKW,KAAKC,IAEfA,EAAMzH,MACJyH,EAAM/I,SAAWgG,sBAAsBgD,6BACzCD,EAAME,UAAYF,EAAME,YAAa,EAE/B,SAAUF,IACdA,EAAMG,KAAOH,EAAM/I,SAEd+I,MAGND,KAAKC,GAAUA,EAAME,WAAaF,EAAMzH,QACxC6H,KAAKC,SACR,IAAIC,GAAa,EAEjBlB,EAAKnE,SAAS+E,IAEZ,MAAMO,EAAS1J,SAAS2J,cAAc,KACtCD,EAAOE,aACL,QACA,6DAEFF,EAAOE,aAAa,OAAQ,GAAGT,EAAMX,MAAMpB,KAC3CsC,EAAOE,aAAa,OAAQ,UAC5B,MAAMC,EAAO7J,SAAS2J,cAAc,QACpCE,EAAKC,YAAc,GAAGX,EAAMG,OAC5BI,EAAOK,YAAYF,GAGnBH,EAAO/F,QAAqB,YAAIwF,EAAMG,KACtCI,EAAO/F,QAAiB,QAAIwF,EAAM/I,QAIlC,IAAI4J,EAAwBf,GAA6BE,EAAME,UAC3DY,GACDhB,IAA8BQ,GAAcN,EAAMzH,OACjDsI,GAAyBC,KAC3BP,EAAOpF,UAAUC,IAAI,UACrB0D,EAAoB7D,SAAS4E,IAC3BA,EAAIkB,UAAYf,EAAMG,KACtBN,EAAIrF,QAA2B,kBAAIwF,EAAMG,KACzCN,EAAIrF,QAAuB,cAAIwF,EAAM/I,OAAO,IAE9CqJ,GAAa,GAIfzJ,SAASmE,iBAAiB,2BAA2BC,SAAS+F,IAG5D,IAAIC,EAAOV,EAAOW,WAAU,GAC5BD,EAAKE,QAAUpD,EAIfiD,EAAKI,OAAOH,EAAK,GACjB,GAEN,CAsJMI,CAAwBjC,EAAMN,GAC1BI,GAzIV,SAAkCE,GAChC,IAAInI,EAAUgG,sBAAsBM,QAEhC+D,EAAmBlC,EAAKmC,QAAQvB,GAAUA,EAAME,YACpD,GAAgC,IAA5BoB,EAAiB3H,OAAc,CACjC,MAAM6H,EAAqC,GAA3BF,EAAiB3H,OAAc,KAAO,WAItD,YAHAkB,QAAQW,IACN,SAASgG,kEAGb,CACA,MAAMC,EAAmBH,EAAiB,GAAGrK,QACvCyK,EAAeJ,EAAiB,GAAGjC,IAEnCsC,EAAwB3K,EAASC,IAAYD,EAASyK,GAC5D,GAAIE,GAAyBvK,EAAQH,EAASwK,EAAkB,KAI9D,YAHA5G,QAAQW,IACN,6EAKJ,MAAMoG,EAAmBjE,KAAKC,MAC5BtC,aAAaO,QAAQ,oBAAsB,MAC3C5E,GACF,GAAwB,MAApB2K,EAA0B,CAC5B,MAAMC,EAAe,IAAIpE,KAAKmE,GAGxBE,GAFM,IAAIrE,KAEWoE,GADG,MAG9B,GAAIC,EADoB,GAKtB,YAHAjH,QAAQkH,KACN,2DAA2DtI,KAAKuI,MAAMF,gBAI5E,CAGA,MAAMG,EAASpL,SAASqF,cAAc,8BAChCgG,EAASrL,SAAS2J,cAAc,OAChC2B,EAAQtL,SAAS2J,cAAc,OAC/B4B,EAAOvL,SAAS2J,cAAc,UAC9B6B,EAASxL,SAAS2J,cAAc,KAChC8B,EAAYzL,SAAS2J,cAAc,KAGzC0B,EAAO/G,UAAY,mDACnBgH,EAAMhH,UAAY,kBAClBkH,EAAOlH,UACL,4FACFkH,EAAO1D,KAAO,GAAG+C,IAAe1E,MAChCqF,EAAOtB,UAAY,2BACnBsB,EAAOlB,QAAUpD,EACjBuE,EAAUnH,UAAY,2BACtB,MAAMoH,EAAU1L,SAAS2J,cAAc,KACvC8B,EAAUlB,OAAOmB,GACjBA,EAAQpH,UAAY,oBACpBmH,EAAUnB,QAAU9D,EAEpB8E,EAAMpB,UAAY,6BAClB,MAAMyB,EACJvL,EAAQoB,SAAS,QACjBpB,EAAQoB,SAAS,OACjBpB,EAAQoB,SAAS,OACboK,EACJd,GAAyBvK,EAAQH,EAASwK,EAAkB,KAC1De,GAASC,EACXL,EAAKrB,UAAY,kCACRY,GAAyBvK,EAAQH,EAASwK,EAAkB,KACrEW,EAAKrB,UAAY,mBAAmB9J,KAIpCmL,EAAKrB,UAHK9J,EAGO,WAAWA,IAFX,qBAInBgL,EAAOrB,YAAYsB,GACnBD,EAAOb,OAAOkB,GACdJ,EAAOtB,YAAYuB,GACnBA,EAAMvB,YAAYwB,GAClBD,EAAMvB,YAAY/J,SAAS6L,eAAe,MAC1CP,EAAMvB,YAAYyB,GAClBJ,EAAO9G,UAAUE,OAAO,SAC1B,CAsDQsH,CAAyBvD,GAG/B,CACF,CA0FA,SAASwD,IACP,MAAMC,EAAiB,KACrBhM,SACGmE,iBACC,iFAKDC,SAASC,IACRA,EAAG4H,SACD5H,EAAG6H,YAAc7H,EAAG8H,aAAe9H,EAAG+H,aAAe/H,EAAGgI,aACpD,GACC,CAAC,GACR,EAEAC,EAqBR,SAAkBvM,EAAUwM,GAC1B,IAAIC,EAAY,KAChB,MAAO,IAAIC,KACTC,aAAaF,GACbA,EAAYG,YAAW,KACrB5M,KAAY0M,EAAK,GA1BoC,IA2B/C,CAEZ,CA7BkCG,CAASZ,GAGzC1I,OAAOpD,iBAAiB,SAAUoM,GAOb,IAAIO,iBAAiBP,GAG7BQ,QAAQ9M,SAAS+M,eAAe,gBAAiB,CAC5DC,SAAS,EACTC,WAAW,IAIbjB,GACF,CAcAzF,eAAe2G,IACb,MAAM9B,EAASpL,SAASqF,cAAc,4BAChC,mBAAE8H,GAAuB/B,EAASA,EAAOzH,QAAU,KAEzD,GAAKwJ,EAIL,IACE,MAAMvE,QAAiBlB,MAAMyF,GAC7B,IAAKvE,EAAShB,GACZ,MAAM,IAAIjG,MACR,uCAAuCiH,EAASwE,UAAUxE,EAASyE,cAGvE,MAAM9E,QAAaK,EAAS0E,OAC5B,GAAoB,IAAhB/E,EAAKzF,OAEP,YADAkB,QAAQW,IAAI,iCAAiCwI,KAG/C/B,EAAOmC,UAAY,gDAAgDhF,UACnE6C,EAAO9G,UAAUE,OAAO,SAC1B,CAAE,MAAOgJ,GACPxJ,QAAQW,IAAI,0CAA0CwI,KACtDnJ,QAAQC,MAAMuJ,EAChB,CACF,CA2CA1N,GAtCAyG,uBAEQkH,QAAQC,WAAW,CAAC1F,IAAuBkF,MAKjD,MAAMS,EAAW3N,SAASqF,cAAc,8BACxC,IAAKsI,EACH,OAIFA,EAASrJ,UAAUE,OAAO,UAG1B,MAAMoJ,EAASC,MAAMC,KAAKH,EAASI,UAAUC,QAC3C,CAACJ,EAAQvJ,IAAOuJ,EAASvJ,EAAG4J,cAC5B,GAKFN,EAASO,MAAMC,YAAY,SAAU,GAAGP,OAIxCjB,YAAW,KACTgB,EAASO,MAAMC,YAAY,SAAU,OAAO,GAC3C,IACL,IAUArO,GAxvBA,WAGEgE,EAAS9D,SAAS0D,gBAAgBC,QAAQI,MAG1C/D,SAASmE,iBAAiB,wBAAwBC,SAASC,IACzDA,EAAGnE,iBAAiB,QAAS2E,EAAU,GAE3C,IAgvBA/E,GA3sBA,WAEE,IAAKE,SAASqF,cAAc,gBAC1B,OAGF,IAAI+I,EAAUpO,SAASqF,cAAc,kBAIrC,IAAIgJ,EAAkBnM,SACpBoM,eAAetJ,QAAQ,sBACvB,IAGF,GAAK7C,MAAMkM,GAIJ,CAEL,IACIE,EADavO,SAASqF,cAAc,gBACVlB,iBAAiB,WAC/C,GAAIoK,EAAazL,OAAS,EAAG,CAE3B,IAAI0L,EAAgBD,EAAaA,EAAazL,OAAS,GACnD2L,EACFD,EAAcE,wBAAwBC,EACtCP,EAAQM,wBAAwBC,EAElC,GAAIH,EAAcE,wBAAwBC,EAAyB,GAArBrL,OAAOsL,YAAmB,CACtE,IAAIC,EAAS,IACbT,EAAQU,UAAYL,EAASL,EAAQ/B,aAAewC,EACpD7K,QAAQW,IAAI,oDACd,CACF,CACF,MAnBEyJ,EAAQU,UAAYT,EACpBrK,QAAQW,IAAI,4DAqBdrB,OAAOpD,iBAAiB,gBAAgB,KACtCoO,eAAe5J,QAAQ,qBAAsB0J,EAAQU,UAAU,GAEnE,IAkqBAhP,GAluBA,WACEwD,OAAOpD,iBAAiB,yBAAyB,WAC9BF,SAASmE,iBAAiB,iBAElCC,SAAS2K,IAChBA,EAAQC,cAAc1K,UAAUE,OAAO,SAAS,IAG3BxE,SAASmE,iBAAiB,wBAClCC,SAAS2K,IACtBA,EAAQC,cAAc1K,UAAUC,IAAI,SAAS,GAEjD,GACF,IAstBAzE,GAjjByB,KAZK,MAC5B,IAAImP,EAAYjP,SAASmE,iBAAiB,gCACtC6B,GACFiJ,EAAU7K,SACP8K,GAAOA,EAAE7J,cAAc,8BAA8B6E,UAAY,KAEtE,EAOAiF,GAxDA7L,OAAOpD,iBACL,WACCuG,IACC,IAAIlB,EAAQJ,IAITsB,EAAM2I,UACN3I,EAAM4I,SAENrJ,GACGS,EAAM6I,SAAY7I,EAAM8I,QACvB9I,EAAM6I,UAAW7I,EAAM8I,WAE5B,OAAOlP,KAAKoG,EAAM+I,KAMXxP,SAAS0F,gBAAkBH,GAAS,UAAUlF,KAAKoG,EAAM+I,MAChElK,KALAmB,EAAMU,iBACN7B,IAKF,IAEF,GAoCFtF,SAASmE,iBAAiB,0BAA0BC,SAAS4E,IAC3DA,EAAIsB,QAAUhF,CAAiB,IAIjC,IAAImK,EAAUzP,SAASqF,cAAc,2BACjCoK,IACFA,EAAQnF,QAAUhF,EACpB,IAqiBFxF,GAvQA,WAkBmB,IAAI+M,kBAjBG,CAAC6C,EAAcC,KACrCD,EAAatL,SAASwL,IAEe,IAA/BA,EAASC,WAAW/M,aAGYgN,IAAhCF,EAASC,WAAW,GAAGtH,OAGuC,GAA9DqH,EAASC,WAAW,GAAGtH,KAAKwH,OAAO,wBACrCH,EAASC,WAAWzL,SAASgG,IAC3BpK,SAAS+M,eAAe,wBAAwBxC,OAAOH,EAAK,GAEhE,GACA,IAKK0C,QAAQ9M,SAASgQ,KADX,CAAE/C,WAAW,GAE9B,IAmPAnN,GAhNA,WAGE,MAAMmQ,EAAgBjQ,SAAS+M,eAAe,gCACxCmD,EAAkBlQ,SAAS+M,eAC/B,kCAEIoD,EAAiBnQ,SAASqF,cAAc,uBACxC+K,EAAmBpQ,SAASqF,cAAc,yBAO1CgL,EAA0BrQ,SAASqF,cAAc,mBACjDiL,EAA4BtQ,SAASqF,cAAc,qBACzD,CACE,CAACgL,EAAyBJ,EAAeE,GACzC,CAACG,EAA2BJ,EAAiBE,IAC7ChM,SAAQ,EAAEmM,EAAkB9K,EAAQ2I,MAC/BmC,GAGLA,EAAiBrQ,iBAAiB,SAAUuG,IAO1C,GANAA,EAAMU,iBACNV,EAAM+J,kBACN/K,EAAOgL,SAAWhL,EAAOgL,QAIrBhL,EAAOgL,QAAS,CAGlB,MAAMC,EAAUtC,EAAQ/I,cAAc,aAGtCsH,YAAW,IAAM+D,EAAQ9K,SAAS,IACpC,IACA,IAOJ,CACE,CAACuK,EAAgBF,EAAeI,GAChC,CAACD,EAAkBF,EAAiBI,IACpClM,SAAQ,EAAEgK,EAAS3I,EAAQkL,MACtBvC,GAGLA,EAAQlO,iBAAiB,WAAYuG,IACjB,WAAdA,EAAM+I,MACR/I,EAAMU,iBACNV,EAAM+J,kBACN/K,EAAOgL,SAAU,EACjBE,EAAY/K,QACd,GACA,IAKJ,CACE,CAACqK,EAAeI,GAChB,CAACH,EAAiBI,IAClBlM,SAAQ,EAAEqB,EAAQkL,MAClBlL,EAAOvF,iBAAiB,UAAWuG,IAC5BA,EAAMa,cAAcmJ,SACvBE,EAAY/K,OACd,GACA,GAEN,IAyI4B,aAAxB5F,SAASC,WACX8L,IAEAzI,OAAOpD,iBAAiB,OAAQ6L,E","sources":["webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/scripts/mixin.js","webpack://pydata_sphinx_theme/./node_modules/compare-versions/lib/esm/index.js","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/scripts/pydata-sphinx-theme.js"],"sourcesContent":["/* define several functions to replace jQuery methods\n * inspired by https://tobiasahlin.com/blog/move-from-jquery-to-vanilla-javascript/\n */\n\n/**\n * Execute a method if DOM has finished loading\n *\n * @param {function} callback the method to execute\n */\nexport function documentReady(callback) {\n  if (document.readyState != \"loading\") callback();\n  else document.addEventListener(\"DOMContentLoaded\", callback);\n}\n","/**\n * Compare [semver](https://semver.org/) version strings to find greater, equal or lesser.\n * This library supports the full semver specification, including comparing versions with different number of digits like `1.0.0`, `1.0`, `1`, and pre-release versions like `1.0.0-alpha`.\n * @param v1 - First version to compare\n * @param v2 - Second version to compare\n * @returns Numeric value compatible with the [Array.sort(fn) interface](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/sort#Parameters).\n */\nexport const compareVersions = (v1, v2) => {\n    // validate input and split into segments\n    const n1 = validateAndParse(v1);\n    const n2 = validateAndParse(v2);\n    // pop off the patch\n    const p1 = n1.pop();\n    const p2 = n2.pop();\n    // validate numbers\n    const r = compareSegments(n1, n2);\n    if (r !== 0)\n        return r;\n    // validate pre-release\n    if (p1 && p2) {\n        return compareSegments(p1.split('.'), p2.split('.'));\n    }\n    else if (p1 || p2) {\n        return p1 ? -1 : 1;\n    }\n    return 0;\n};\n/**\n * Validate [semver](https://semver.org/) version strings.\n *\n * @param version Version number to validate\n * @returns `true` if the version number is a valid semver version number, `false` otherwise.\n *\n * @example\n * ```\n * validate('1.0.0-rc.1'); // return true\n * validate('1.0-rc.1'); // return false\n * validate('foo'); // return false\n * ```\n */\nexport const validate = (version) => typeof version === 'string' && /^[v\\d]/.test(version) && semver.test(version);\n/**\n * Compare [semver](https://semver.org/) version strings using the specified operator.\n *\n * @param v1 First version to compare\n * @param v2 Second version to compare\n * @param operator Allowed arithmetic operator to use\n * @returns `true` if the comparison between the firstVersion and the secondVersion satisfies the operator, `false` otherwise.\n *\n * @example\n * ```\n * compare('10.1.8', '10.0.4', '>'); // return true\n * compare('10.0.1', '10.0.1', '='); // return true\n * compare('10.1.1', '10.2.2', '<'); // return true\n * compare('10.1.1', '10.2.2', '<='); // return true\n * compare('10.1.1', '10.2.2', '>='); // return false\n * ```\n */\nexport const compare = (v1, v2, operator) => {\n    // validate input operator\n    assertValidOperator(operator);\n    // since result of compareVersions can only be -1 or 0 or 1\n    // a simple map can be used to replace switch\n    const res = compareVersions(v1, v2);\n    return operatorResMap[operator].includes(res);\n};\n/**\n * Match [npm semver](https://docs.npmjs.com/cli/v6/using-npm/semver) version range.\n *\n * @param version Version number to match\n * @param range Range pattern for version\n * @returns `true` if the version number is within the range, `false` otherwise.\n *\n * @example\n * ```\n * satisfies('1.1.0', '^1.0.0'); // return true\n * satisfies('1.1.0', '~1.0.0'); // return false\n * ```\n */\nexport const satisfies = (version, range) => {\n    // if no range operator then \"=\"\n    const m = range.match(/^([<>=~^]+)/);\n    const op = m ? m[1] : '=';\n    // if gt/lt/eq then operator compare\n    if (op !== '^' && op !== '~')\n        return compare(version, range, op);\n    // else range of either \"~\" or \"^\" is assumed\n    const [v1, v2, v3, , vp] = validateAndParse(version);\n    const [r1, r2, r3, , rp] = validateAndParse(range);\n    const v = [v1, v2, v3];\n    const r = [r1, r2 !== null && r2 !== void 0 ? r2 : 'x', r3 !== null && r3 !== void 0 ? r3 : 'x'];\n    // validate pre-release\n    if (rp) {\n        if (!vp)\n            return false;\n        if (compareSegments(v, r) !== 0)\n            return false;\n        if (compareSegments(vp.split('.'), rp.split('.')) === -1)\n            return false;\n    }\n    // first non-zero number\n    const nonZero = r.findIndex((v) => v !== '0') + 1;\n    // pointer to where segments can be >=\n    const i = op === '~' ? 2 : nonZero > 1 ? nonZero : 1;\n    // before pointer must be equal\n    if (compareSegments(v.slice(0, i), r.slice(0, i)) !== 0)\n        return false;\n    // after pointer must be >=\n    if (compareSegments(v.slice(i), r.slice(i)) === -1)\n        return false;\n    return true;\n};\nconst semver = /^[v^~<>=]*?(\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+))?(?:-([\\da-z\\-]+(?:\\.[\\da-z\\-]+)*))?(?:\\+[\\da-z\\-]+(?:\\.[\\da-z\\-]+)*)?)?)?$/i;\nconst validateAndParse = (version) => {\n    if (typeof version !== 'string') {\n        throw new TypeError('Invalid argument expected string');\n    }\n    const match = version.match(semver);\n    if (!match) {\n        throw new Error(`Invalid argument not valid semver ('${version}' received)`);\n    }\n    match.shift();\n    return match;\n};\nconst isWildcard = (s) => s === '*' || s === 'x' || s === 'X';\nconst tryParse = (v) => {\n    const n = parseInt(v, 10);\n    return isNaN(n) ? v : n;\n};\nconst forceType = (a, b) => typeof a !== typeof b ? [String(a), String(b)] : [a, b];\nconst compareStrings = (a, b) => {\n    if (isWildcard(a) || isWildcard(b))\n        return 0;\n    const [ap, bp] = forceType(tryParse(a), tryParse(b));\n    if (ap > bp)\n        return 1;\n    if (ap < bp)\n        return -1;\n    return 0;\n};\nconst compareSegments = (a, b) => {\n    for (let i = 0; i < Math.max(a.length, b.length); i++) {\n        const r = compareStrings(a[i] || '0', b[i] || '0');\n        if (r !== 0)\n            return r;\n    }\n    return 0;\n};\nconst operatorResMap = {\n    '>': [1],\n    '>=': [0, 1],\n    '=': [0],\n    '<=': [-1, 0],\n    '<': [-1],\n};\nconst allowedOperators = Object.keys(operatorResMap);\nconst assertValidOperator = (op) => {\n    if (typeof op !== 'string') {\n        throw new TypeError(`Invalid operator type, expected string but got ${typeof op}`);\n    }\n    if (allowedOperators.indexOf(op) === -1) {\n        throw new Error(`Invalid operator, expected one of ${allowedOperators.join('|')}`);\n    }\n};\n//# sourceMappingURL=index.js.map","// Define the custom behavior of the page\nimport { documentReady } from \"./mixin\";\nimport { compare, validate } from \"compare-versions\";\n\nimport \"../styles/pydata-sphinx-theme.scss\";\n\n/*******************************************************************************\n * Theme interaction\n */\n\nvar prefersDark = window.matchMedia(\"(prefers-color-scheme: dark)\");\n\n/**\n * set the the body theme to the one specified by the user browser\n *\n * @param {event} e\n */\nfunction autoTheme(e) {\n  document.documentElement.dataset.theme = prefersDark.matches\n    ? \"dark\"\n    : \"light\";\n}\n\n/**\n * Set the theme using the specified mode.\n * It can be one of [\"auto\", \"dark\", \"light\"]\n *\n * @param {str} mode\n */\nfunction setTheme(mode) {\n  if (mode !== \"light\" && mode !== \"dark\" && mode !== \"auto\") {\n    console.error(`Got invalid theme mode: ${mode}. Resetting to auto.`);\n    mode = \"auto\";\n  }\n\n  // get the theme\n  var colorScheme = prefersDark.matches ? \"dark\" : \"light\";\n  document.documentElement.dataset.mode = mode;\n  var theme = mode == \"auto\" ? colorScheme : mode;\n  document.documentElement.dataset.theme = theme;\n  // TODO: remove this line after Bootstrap upgrade\n  // v5.3 has a colors mode: https://getbootstrap.com/docs/5.3/customize/color-modes/\n  document.querySelectorAll(\".dropdown-menu\").forEach((el) => {\n    if (theme === \"dark\") {\n      el.classList.add(\"dropdown-menu-dark\");\n    } else {\n      el.classList.remove(\"dropdown-menu-dark\");\n    }\n  });\n\n  // save mode and theme\n  localStorage.setItem(\"mode\", mode);\n  localStorage.setItem(\"theme\", theme);\n  console.log(`[PST]: Changed to ${mode} mode using the ${theme} theme.`);\n\n  // add a listener if set on auto\n  prefersDark.onchange = mode == \"auto\" ? autoTheme : \"\";\n}\n\n/**\n * Change the theme option order so that clicking on the btn is always a change\n * from \"auto\"\n */\nfunction cycleMode() {\n  const defaultMode = document.documentElement.dataset.defaultMode || \"auto\";\n  const currentMode = localStorage.getItem(\"mode\") || defaultMode;\n\n  var loopArray = (arr, current) => {\n    var nextPosition = arr.indexOf(current) + 1;\n    if (nextPosition === arr.length) {\n      nextPosition = 0;\n    }\n    return arr[nextPosition];\n  };\n\n  // make sure the next theme after auto is always a change\n  var modeList = prefersDark.matches\n    ? [\"auto\", \"light\", \"dark\"]\n    : [\"auto\", \"dark\", \"light\"];\n  var newMode = loopArray(modeList, currentMode);\n  setTheme(newMode);\n}\n\n/**\n * add the theme listener on the btns of the navbar\n */\nfunction addModeListener() {\n  // the theme was set a first time using the initial mini-script\n  // running setMode will ensure the use of the dark mode if auto is selected\n  setTheme(document.documentElement.dataset.mode);\n\n  // Attach event handlers for toggling themes colors\n  document.querySelectorAll(\".theme-switch-button\").forEach((el) => {\n    el.addEventListener(\"click\", cycleMode);\n  });\n}\n\n/*******************************************************************************\n * TOC interactivity\n */\n\n/**\n * TOC sidebar - add \"active\" class to parent list\n *\n * Bootstrap's scrollspy adds the active class to the <a> link,\n * but for the automatic collapsing we need this on the parent list item.\n *\n * The event is triggered on \"window\" (and not the nav item as documented),\n * see https://github.com/twbs/bootstrap/issues/20086\n */\nfunction addTOCInteractivity() {\n  window.addEventListener(\"activate.bs.scrollspy\", function () {\n    const navLinks = document.querySelectorAll(\".bd-toc-nav a\");\n\n    navLinks.forEach((navLink) => {\n      navLink.parentElement.classList.remove(\"active\");\n    });\n\n    const activeNavLinks = document.querySelectorAll(\".bd-toc-nav a.active\");\n    activeNavLinks.forEach((navLink) => {\n      navLink.parentElement.classList.add(\"active\");\n    });\n  });\n}\n\n/*******************************************************************************\n * Scroll\n */\n\n/**\n * Navigation sidebar scrolling to active page\n */\nfunction scrollToActive() {\n  // If the docs nav doesn't exist, do nothing (e.g., on search page)\n  if (!document.querySelector(\".bd-docs-nav\")) {\n    return;\n  }\n\n  var sidebar = document.querySelector(\"div.bd-sidebar\");\n\n  // Remember the sidebar scroll position between page loads\n  // Inspired on source of revealjs.com\n  let storedScrollTop = parseInt(\n    sessionStorage.getItem(\"sidebar-scroll-top\"),\n    10,\n  );\n\n  if (!isNaN(storedScrollTop)) {\n    // If we've got a saved scroll position, just use that\n    sidebar.scrollTop = storedScrollTop;\n    console.log(\"[PST]: Scrolled sidebar using stored browser position...\");\n  } else {\n    // Otherwise, calculate a position to scroll to based on the lowest `active` link\n    var sidebarNav = document.querySelector(\".bd-docs-nav\");\n    var active_pages = sidebarNav.querySelectorAll(\".active\");\n    if (active_pages.length > 0) {\n      // Use the last active page as the offset since it's the page we're on\n      var latest_active = active_pages[active_pages.length - 1];\n      var offset =\n        latest_active.getBoundingClientRect().y -\n        sidebar.getBoundingClientRect().y;\n      // Only scroll the navbar if the active link is lower than 50% of the page\n      if (latest_active.getBoundingClientRect().y > window.innerHeight * 0.5) {\n        let buffer = 0.25; // Buffer so we have some space above the scrolled item\n        sidebar.scrollTop = offset - sidebar.clientHeight * buffer;\n        console.log(\"[PST]: Scrolled sidebar using last active link...\");\n      }\n    }\n  }\n\n  // Store the sidebar scroll position\n  window.addEventListener(\"beforeunload\", () => {\n    sessionStorage.setItem(\"sidebar-scroll-top\", sidebar.scrollTop);\n  });\n}\n\n/*******************************************************************************\n * Search\n */\n\n/**\n * Find any search forms on the page and return their input element\n */\nvar findSearchInput = () => {\n  let forms = document.querySelectorAll(\"form.bd-search\");\n  if (!forms.length) {\n    // no search form found\n    return;\n  } else {\n    var form;\n    if (forms.length == 1) {\n      // there is exactly one search form (persistent or hidden)\n      form = forms[0];\n    } else {\n      // must be at least one persistent form, use the first persistent one\n      form = document.querySelector(\n        \"div:not(.search-button__search-container) > form.bd-search\",\n      );\n    }\n    return form.querySelector(\"input\");\n  }\n};\n\n/**\n * Activate the search field on the page.\n * - If there is a search field already visible it will be activated.\n * - If not, then a search field will pop up.\n */\nvar toggleSearchField = () => {\n  // Find the search input to highlight\n  let input = findSearchInput();\n\n  // if the input field is the hidden one (the one associated with the\n  // search button) then toggle the button state (to show/hide the field)\n  let searchPopupWrapper = document.querySelector(\".search-button__wrapper\");\n  let hiddenInput = searchPopupWrapper.querySelector(\"input\");\n  if (input === hiddenInput) {\n    searchPopupWrapper.classList.toggle(\"show\");\n  }\n  // when toggling off the search field, remove its focus\n  if (document.activeElement === input) {\n    input.blur();\n  } else {\n    input.focus();\n    input.select();\n    input.scrollIntoView({ block: \"center\" });\n  }\n};\n\n/**\n * Add an event listener for toggleSearchField() for Ctrl/Cmd + K\n */\nvar addEventListenerForSearchKeyboard = () => {\n  window.addEventListener(\n    \"keydown\",\n    (event) => {\n      let input = findSearchInput();\n      // toggle on Ctrl+k or ⌘+k\n      if (\n        // Ignore if shift or alt are pressed\n        !event.shiftKey &&\n        !event.altKey &&\n        // On Mac use ⌘, all other OS use Ctrl\n        (useCommandKey\n          ? event.metaKey && !event.ctrlKey\n          : !event.metaKey && event.ctrlKey) &&\n        // Case-insensitive so the shortcut still works with caps lock\n        /^k$/i.test(event.key)\n      ) {\n        event.preventDefault();\n        toggleSearchField();\n      }\n      // also allow Escape key to hide (but not show) the dynamic search field\n      else if (document.activeElement === input && /Escape/i.test(event.key)) {\n        toggleSearchField();\n      }\n    },\n    true,\n  );\n};\n\n/**\n * If the user is on a Mac, use command (⌘) instead of control (ctrl) key\n *\n * Note: `navigator.platform` is deprecated; however MDN still recommends using\n * it for the one specific use case of detecting whether a keyboard shortcut\n * should use control or command:\n * https://developer.mozilla.org/en-US/docs/Web/API/Navigator/platform#examples\n */\nvar useCommandKey =\n  navigator.platform.indexOf(\"Mac\") === 0 || navigator.platform === \"iPhone\";\n\n/**\n * Change the search hint to `meta key` if we are a Mac\n */\n\nvar changeSearchShortcutKey = () => {\n  let shortcuts = document.querySelectorAll(\".search-button__kbd-shortcut\");\n  if (useCommandKey) {\n    shortcuts.forEach(\n      (f) => (f.querySelector(\"kbd.kbd-shortcut__modifier\").innerText = \"⌘\"),\n    );\n  }\n};\n\n/**\n * Activate callbacks for search button popup\n */\nvar setupSearchButtons = () => {\n  changeSearchShortcutKey();\n  addEventListenerForSearchKeyboard();\n\n  // Add the search button trigger event callback\n  document.querySelectorAll(\".search-button__button\").forEach((btn) => {\n    btn.onclick = toggleSearchField;\n  });\n\n  // Add the search button overlay event callback\n  let overlay = document.querySelector(\".search-button__overlay\");\n  if (overlay) {\n    overlay.onclick = toggleSearchField;\n  }\n};\n\n/*******************************************************************************\n * Version Switcher\n * Note that this depends on two variables existing that are defined in\n * and `html-page-context` hook:\n *\n * - DOCUMENTATION_OPTIONS.pagename\n * - DOCUMENTATION_OPTIONS.theme_switcher_url\n */\n\n/**\n * path component of URL\n */\nvar getCurrentUrlPath = () => {\n  if (DOCUMENTATION_OPTIONS.BUILDER == \"dirhtml\") {\n    return DOCUMENTATION_OPTIONS.pagename == \"index\"\n      ? `/`\n      : `${DOCUMENTATION_OPTIONS.pagename}/`;\n  }\n  return `${DOCUMENTATION_OPTIONS.pagename}.html`;\n};\n\n/**\n * Allow user to dismiss the warning banner about the docs version being dev / old.\n * We store the dismissal date and version, to give us flexibility about making the\n * dismissal last for longer than one browser session, if we decide to do that.\n *\n * @param {event} event the event that trigger the check\n */\nasync function DismissBannerAndStorePref(event) {\n  const banner = document.querySelector(\"#bd-header-version-warning\");\n  banner.remove();\n  const version = DOCUMENTATION_OPTIONS.VERSION;\n  const now = new Date();\n  const banner_pref = JSON.parse(\n    localStorage.getItem(\"pst_banner_pref\") || \"{}\",\n  );\n  console.debug(\n    `[PST] Dismissing the version warning banner on ${version} starting ${now}.`,\n  );\n  banner_pref[version] = now;\n  localStorage.setItem(\"pst_banner_pref\", JSON.stringify(banner_pref));\n}\n\n/**\n * Check if corresponding page path exists in other version of docs\n * and, if so, go there instead of the homepage of the other docs version\n *\n * @param {event} event the event that trigger the check\n */\nasync function checkPageExistsAndRedirect(event) {\n  // ensure we don't follow the initial link\n  event.preventDefault();\n  const currentFilePath = getCurrentUrlPath();\n  let tryUrl = event.currentTarget.getAttribute(\"href\");\n  let otherDocsHomepage = tryUrl.replace(currentFilePath, \"\");\n  try {\n    let head = await fetch(tryUrl, { method: \"HEAD\" });\n    if (head.ok) {\n      location.href = tryUrl; // the page exists, go there\n    } else {\n      location.href = otherDocsHomepage;\n    }\n  } catch (err) {\n    // something went wrong, probably CORS restriction, fallback to other docs homepage\n    location.href = otherDocsHomepage;\n  }\n}\n\n/**\n * Load and parse the version switcher JSON file from an absolute or relative URL.\n *\n * @param {string} url The URL to load version switcher entries from.\n */\nasync function fetchVersionSwitcherJSON(url) {\n  // first check if it's a valid URL\n  try {\n    var result = new URL(url);\n  } catch (err) {\n    if (err instanceof TypeError) {\n      if (!window.location.origin) {\n        // window.location.origin is null for local static sites\n        // (ie. window.location.protocol == 'file:')\n        //\n        // TODO: Fix this to return the static version switcher by working out\n        // how to get the correct path to the switcher JSON file on local static builds\n        return null;\n      }\n      // assume we got a relative path, and fix accordingly. But first, we need to\n      // use `fetch()` to follow redirects so we get the correct final base URL\n      const origin = await fetch(window.location.origin, { method: \"HEAD\" });\n      result = new URL(url, origin.url);\n    } else {\n      // something unexpected happened\n      throw err;\n    }\n  }\n  // load and return the JSON\n  const response = await fetch(result);\n  const data = await response.json();\n  return data;\n}\n\n// Populate the version switcher from the JSON data\nfunction populateVersionSwitcher(data, versionSwitcherBtns) {\n  const currentFilePath = getCurrentUrlPath();\n  versionSwitcherBtns.forEach((btn) => {\n    // Set empty strings by default so that these attributes exist and can be used in CSS selectors\n    btn.dataset[\"activeVersionName\"] = \"\";\n    btn.dataset[\"activeVersion\"] = \"\";\n  });\n  // in case there are multiple entries with the same version string, this helps us\n  // decide which entry's `name` to put on the button itself. Without this, it would\n  // always be the *last* version-matching entry; now it will be either the\n  // version-matching entry that is also marked as `\"preferred\": true`, or if that\n  // doesn't exist: the *first* version-matching entry.\n  data = data.map((entry) => {\n    // does this entry match the version that we're currently building/viewing?\n    entry.match =\n      entry.version == DOCUMENTATION_OPTIONS.theme_switcher_version_match;\n    entry.preferred = entry.preferred || false;\n    // if no custom name specified (e.g., \"latest\"), use version string\n    if (!(\"name\" in entry)) {\n      entry.name = entry.version;\n    }\n    return entry;\n  });\n  const hasMatchingPreferredEntry = data\n    .map((entry) => entry.preferred && entry.match)\n    .some(Boolean);\n  var foundMatch = false;\n  // create links to the corresponding page in the other docs versions\n  data.forEach((entry) => {\n    // create the node\n    const anchor = document.createElement(\"a\");\n    anchor.setAttribute(\n      \"class\",\n      \"dropdown-item list-group-item list-group-item-action py-1\",\n    );\n    anchor.setAttribute(\"href\", `${entry.url}${currentFilePath}`);\n    anchor.setAttribute(\"role\", \"option\");\n    const span = document.createElement(\"span\");\n    span.textContent = `${entry.name}`;\n    anchor.appendChild(span);\n    // Add dataset values for the version and name in case people want\n    // to apply CSS styling based on this information.\n    anchor.dataset[\"versionName\"] = entry.name;\n    anchor.dataset[\"version\"] = entry.version;\n    // replace dropdown button text with the preferred display name of the\n    // currently-viewed version, rather than using sphinx's {{ version }} variable.\n    // also highlight the dropdown entry for the currently-viewed version's entry\n    let matchesAndIsPreferred = hasMatchingPreferredEntry && entry.preferred;\n    let matchesAndIsFirst =\n      !hasMatchingPreferredEntry && !foundMatch && entry.match;\n    if (matchesAndIsPreferred || matchesAndIsFirst) {\n      anchor.classList.add(\"active\");\n      versionSwitcherBtns.forEach((btn) => {\n        btn.innerText = entry.name;\n        btn.dataset[\"activeVersionName\"] = entry.name;\n        btn.dataset[\"activeVersion\"] = entry.version;\n      });\n      foundMatch = true;\n    }\n    // There may be multiple version-switcher elements, e.g. one\n    // in a slide-over panel displayed on smaller screens.\n    document.querySelectorAll(\".version-switcher__menu\").forEach((menu) => {\n      // we need to clone the node for each menu, but onclick attributes are not\n      // preserved by `.cloneNode()` so we add onclick here after cloning.\n      let node = anchor.cloneNode(true);\n      node.onclick = checkPageExistsAndRedirect;\n      // on click, AJAX calls will check if the linked page exists before\n      // trying to redirect, and if not, will redirect to the homepage\n      // for that version of the docs.\n      menu.append(node);\n    });\n  });\n}\n\n/*******************************************************************************\n * Warning banner when viewing non-stable version of the docs.\n */\n\n/**\n * Show a warning banner when viewing a non-stable version of the docs.\n *\n * adapted 2023-06 from https://mne.tools/versionwarning.js, which was\n * originally adapted 2020-05 from https://scikit-learn.org/versionwarning.js\n *\n * @param {Array} data The version data used to populate the switcher menu.\n */\nfunction showVersionWarningBanner(data) {\n  var version = DOCUMENTATION_OPTIONS.VERSION;\n  // figure out what latest stable version is\n  var preferredEntries = data.filter((entry) => entry.preferred);\n  if (preferredEntries.length !== 1) {\n    const howMany = preferredEntries.length == 0 ? \"No\" : \"Multiple\";\n    console.log(\n      `[PST] ${howMany} versions marked \"preferred\" found in versions JSON, ignoring.`,\n    );\n    return;\n  }\n  const preferredVersion = preferredEntries[0].version;\n  const preferredURL = preferredEntries[0].url;\n  // if already on preferred version, nothing to do\n  const versionsAreComparable = validate(version) && validate(preferredVersion);\n  if (versionsAreComparable && compare(version, preferredVersion, \"=\")) {\n    console.log(\n      \"This is the prefered version of the docs, not showing the warning banner.\",\n    );\n    return;\n  }\n  // check if banner has been dismissed recently\n  const dismiss_date_str = JSON.parse(\n    localStorage.getItem(\"pst_banner_pref\") || \"{}\",\n  )[version];\n  if (dismiss_date_str != null) {\n    const dismiss_date = new Date(dismiss_date_str);\n    const now = new Date();\n    const milliseconds_in_a_day = 24 * 60 * 60 * 1000;\n    const days_passed = (now - dismiss_date) / milliseconds_in_a_day;\n    const timeout_in_days = 14;\n    if (days_passed < timeout_in_days) {\n      console.info(\n        `[PST] Suppressing version warning banner; was dismissed ${Math.floor(days_passed)} day(s) ago`,\n      );\n      return;\n    }\n  }\n\n  // now construct the warning banner\n  const banner = document.querySelector(\"#bd-header-version-warning\");\n  const middle = document.createElement(\"div\");\n  const inner = document.createElement(\"div\");\n  const bold = document.createElement(\"strong\");\n  const button = document.createElement(\"a\");\n  const close_btn = document.createElement(\"a\");\n  // these classes exist since pydata-sphinx-theme v0.10.0\n  // the init class is used for animation\n  middle.classList = \"bd-header-announcement__content  ms-auto me-auto\";\n  inner.classList = \"sidebar-message\";\n  button.classList =\n    \"btn text-wrap font-weight-bold ms-3 my-1 align-baseline pst-button-link-to-stable-version\";\n  button.href = `${preferredURL}${getCurrentUrlPath()}`;\n  button.innerText = \"Switch to stable version\";\n  button.onclick = checkPageExistsAndRedirect;\n  close_btn.classList = \"ms-3 my-1 align-baseline\";\n  const close_x = document.createElement(\"i\");\n  close_btn.append(close_x);\n  close_x.classList = \"fa-solid fa-xmark\";\n  close_btn.onclick = DismissBannerAndStorePref;\n  // add the version-dependent text\n  inner.innerText = \"This is documentation for \";\n  const isDev =\n    version.includes(\"dev\") ||\n    version.includes(\"rc\") ||\n    version.includes(\"pre\");\n  const newerThanPreferred =\n    versionsAreComparable && compare(version, preferredVersion, \">\");\n  if (isDev || newerThanPreferred) {\n    bold.innerText = \"an unstable development version\";\n  } else if (versionsAreComparable && compare(version, preferredVersion, \"<\")) {\n    bold.innerText = `an old version (${version})`;\n  } else if (!version) {\n    bold.innerText = \"an unknown version\"; // e.g., an empty string\n  } else {\n    bold.innerText = `version ${version}`;\n  }\n  banner.appendChild(middle);\n  banner.append(close_btn);\n  middle.appendChild(inner);\n  inner.appendChild(bold);\n  inner.appendChild(document.createTextNode(\".\"));\n  inner.appendChild(button);\n  banner.classList.remove(\"d-none\");\n}\n\n/*******************************************************************************\n * MutationObserver to move the ReadTheDocs button\n */\n\n/**\n * intercept the RTD flyout and place it in the rtd-footer-container if existing\n * if not it stays where on top of the page\n */\nfunction initRTDObserver() {\n  const mutatedCallback = (mutationList, observer) => {\n    mutationList.forEach((mutation) => {\n      // Check whether the mutation is for RTD, which will have a specific structure\n      if (mutation.addedNodes.length === 0) {\n        return;\n      }\n      if (mutation.addedNodes[0].data === undefined) {\n        return;\n      }\n      if (mutation.addedNodes[0].data.search(\"Inserted RTD Footer\") != -1) {\n        mutation.addedNodes.forEach((node) => {\n          document.getElementById(\"rtd-footer-container\").append(node);\n        });\n      }\n    });\n  };\n\n  const observer = new MutationObserver(mutatedCallback);\n  const config = { childList: true };\n  observer.observe(document.body, config);\n}\n\nasync function fetchAndUseVersions() {\n  // fetch the JSON version data (only once), then use it to populate the version\n  // switcher and maybe show the version warning bar\n  var versionSwitcherBtns = document.querySelectorAll(\n    \".version-switcher__button\",\n  );\n  const hasSwitcherMenu = versionSwitcherBtns.length > 0;\n  const hasVersionsJSON = DOCUMENTATION_OPTIONS.hasOwnProperty(\n    \"theme_switcher_json_url\",\n  );\n  const wantsWarningBanner = DOCUMENTATION_OPTIONS.show_version_warning_banner;\n\n  if (hasVersionsJSON && (hasSwitcherMenu || wantsWarningBanner)) {\n    const data = await fetchVersionSwitcherJSON(\n      DOCUMENTATION_OPTIONS.theme_switcher_json_url,\n    );\n    // TODO: remove the `if(data)` once the `return null` is fixed within fetchVersionSwitcherJSON.\n    // We don't really want the switcher and warning bar to silently not work.\n    if (data) {\n      populateVersionSwitcher(data, versionSwitcherBtns);\n      if (wantsWarningBanner) {\n        showVersionWarningBanner(data);\n      }\n    }\n  }\n}\n\n/*******************************************************************************\n * Add keyboard functionality to mobile sidebars.\n *\n * Wire up the hamburger-style buttons using the click event which (on buttons)\n * handles both mouse clicks and the space and enter keys.\n */\nfunction setupMobileSidebarKeyboardHandlers() {\n  // These are hidden checkboxes at the top of the page whose :checked property\n  // allows the mobile sidebars to be hidden or revealed via CSS.\n  const primaryToggle = document.getElementById(\"pst-primary-sidebar-checkbox\");\n  const secondaryToggle = document.getElementById(\n    \"pst-secondary-sidebar-checkbox\",\n  );\n  const primarySidebar = document.querySelector(\".bd-sidebar-primary\");\n  const secondarySidebar = document.querySelector(\".bd-sidebar-secondary\");\n\n  // Toggle buttons -\n  //\n  // These are the hamburger-style buttons in the header nav bar. When the user\n  // clicks, the button transmits the click to the hidden checkboxes used by the\n  // CSS to control whether the sidebar is open or closed.\n  const primaryClickTransmitter = document.querySelector(\".primary-toggle\");\n  const secondaryClickTransmitter = document.querySelector(\".secondary-toggle\");\n  [\n    [primaryClickTransmitter, primaryToggle, primarySidebar],\n    [secondaryClickTransmitter, secondaryToggle, secondarySidebar],\n  ].forEach(([clickTransmitter, toggle, sidebar]) => {\n    if (!clickTransmitter) {\n      return;\n    }\n    clickTransmitter.addEventListener(\"click\", (event) => {\n      event.preventDefault();\n      event.stopPropagation();\n      toggle.checked = !toggle.checked;\n\n      // If we are opening the sidebar, move focus to the first focusable item\n      // in the sidebar\n      if (toggle.checked) {\n        // Note: this selector is not exhaustive, and we may need to update it\n        // in the future\n        const tabStop = sidebar.querySelector(\"a, button\");\n        // use setTimeout because you cannot move focus synchronously during a\n        // click in the handler for the click event\n        setTimeout(() => tabStop.focus(), 100);\n      }\n    });\n  });\n\n  // Escape key -\n  //\n  // When sidebar is open, user should be able to press escape key to close the\n  // sidebar.\n  [\n    [primarySidebar, primaryToggle, primaryClickTransmitter],\n    [secondarySidebar, secondaryToggle, secondaryClickTransmitter],\n  ].forEach(([sidebar, toggle, transmitter]) => {\n    if (!sidebar) {\n      return;\n    }\n    sidebar.addEventListener(\"keydown\", (event) => {\n      if (event.key === \"Escape\") {\n        event.preventDefault();\n        event.stopPropagation();\n        toggle.checked = false;\n        transmitter.focus();\n      }\n    });\n  });\n\n  // When the <label> overlay is clicked to close the sidebar, return focus to\n  // the opener button in the nav bar.\n  [\n    [primaryToggle, primaryClickTransmitter],\n    [secondaryToggle, secondaryClickTransmitter],\n  ].forEach(([toggle, transmitter]) => {\n    toggle.addEventListener(\"change\", (event) => {\n      if (!event.currentTarget.checked) {\n        transmitter.focus();\n      }\n    });\n  });\n}\n\n/**\n * When the page loads, or the window resizes, or descendant nodes are added or\n * removed from the main element, check all code blocks and Jupyter notebook\n * outputs, and for each one that has scrollable overflow, set tabIndex = 0.\n */\nfunction addTabStopsToScrollableElements() {\n  const updateTabStops = () => {\n    document\n      .querySelectorAll(\n        \"pre, \" + // code blocks\n          \".nboutput > .output_area, \" + // NBSphinx notebook output\n          \".cell_output > .output, \" + // Myst-NB\n          \".jp-RenderedHTMLCommon\", // ipywidgets\n      )\n      .forEach((el) => {\n        el.tabIndex =\n          el.scrollWidth > el.clientWidth || el.scrollHeight > el.clientHeight\n            ? 0\n            : -1;\n      });\n  };\n  const debouncedUpdateTabStops = debounce(updateTabStops, 300);\n\n  // On window resize\n  window.addEventListener(\"resize\", debouncedUpdateTabStops);\n\n  // The following MutationObserver is for ipywidgets, which take some time to\n  // finish loading and rendering on the page (so even after the \"load\" event is\n  // fired, they still have not finished rendering). Would be nice to replace\n  // the MutationObserver if there is a way to hook into the ipywidgets code to\n  // know when it is done.\n  const mainObserver = new MutationObserver(debouncedUpdateTabStops);\n\n  // On descendant nodes added/removed from main element\n  mainObserver.observe(document.getElementById(\"main-content\"), {\n    subtree: true,\n    childList: true,\n  });\n\n  // On page load (when this function gets called)\n  updateTabStops();\n}\nfunction debounce(callback, wait) {\n  let timeoutId = null;\n  return (...args) => {\n    clearTimeout(timeoutId);\n    timeoutId = setTimeout(() => {\n      callback(...args);\n    }, wait);\n  };\n}\n\n/*******************************************************************************\n * Announcement banner - fetch and load remote HTML\n */\nasync function setupAnnouncementBanner() {\n  const banner = document.querySelector(\".bd-header-announcement\");\n  const { pstAnnouncementUrl } = banner ? banner.dataset : null;\n\n  if (!pstAnnouncementUrl) {\n    return;\n  }\n\n  try {\n    const response = await fetch(pstAnnouncementUrl);\n    if (!response.ok) {\n      throw new Error(\n        `[PST]: HTTP response status not ok: ${response.status} ${response.statusText}`,\n      );\n    }\n    const data = await response.text();\n    if (data.length === 0) {\n      console.log(`[PST]: Empty announcement at: ${pstAnnouncementUrl}`);\n      return;\n    }\n    banner.innerHTML = `<div class=\"bd-header-announcement__content\">${data}</div>`;\n    banner.classList.remove(\"d-none\");\n  } catch (_error) {\n    console.log(`[PST]: Failed to load announcement at: ${pstAnnouncementUrl}`);\n    console.error(_error);\n  }\n}\n\n/*******************************************************************************\n * Reveal (and animate) the banners (version warning, announcement) together\n */\nasync function fetchRevealBannersTogether() {\n  // Wait until finished fetching and loading banners\n  await Promise.allSettled([fetchAndUseVersions(), setupAnnouncementBanner()]);\n\n  // The revealer element should have CSS rules that set height to 0, overflow\n  // to hidden, and an animation transition on the height (unless the user has\n  // turned off animations)\n  const revealer = document.querySelector(\".pst-async-banner-revealer\");\n  if (!revealer) {\n    return;\n  }\n\n  // Remove the d-none (display-none) class to calculate the children heights.\n  revealer.classList.remove(\"d-none\");\n\n  // Add together the heights of the element's children\n  const height = Array.from(revealer.children).reduce(\n    (height, el) => height + el.offsetHeight,\n    0,\n  );\n\n  // Use the calculated height to give the revealer a non-zero height (if\n  // animations allowed, the height change will animate)\n  revealer.style.setProperty(\"height\", `${height}px`);\n\n  // Wait for a bit more than 300ms (the transition duration), then set height\n  // to auto so the banner can resize if the window is resized.\n  setTimeout(() => {\n    revealer.style.setProperty(\"height\", \"auto\");\n  }, 320);\n}\n\n/*******************************************************************************\n * Call functions after document loading.\n */\n\n// This one first to kick off the network request for the version warning\n// and announcement banner data as early as possible.\ndocumentReady(fetchRevealBannersTogether);\n\ndocumentReady(addModeListener);\ndocumentReady(scrollToActive);\ndocumentReady(addTOCInteractivity);\ndocumentReady(setupSearchButtons);\ndocumentReady(initRTDObserver);\ndocumentReady(setupMobileSidebarKeyboardHandlers);\n\n// Determining whether an element has scrollable content depends on stylesheets,\n// so we're checking for the \"load\" event rather than \"DOMContentLoaded\"\nif (document.readyState === \"complete\") {\n  addTabStopsToScrollableElements();\n} else {\n  window.addEventListener(\"load\", addTabStopsToScrollableElements);\n}\n"],"names":["documentReady","callback","document","readyState","addEventListener","validate","version","test","semver","compare","v1","v2","operator","assertValidOperator","res","n1","validateAndParse","n2","p1","pop","p2","r","compareSegments","split","compareVersions","operatorResMap","includes","TypeError","match","Error","shift","isWildcard","s","tryParse","v","n","parseInt","isNaN","compareStrings","a","b","ap","bp","String","forceType","i","Math","max","length","allowedOperators","Object","keys","op","indexOf","join","prefersDark","window","matchMedia","autoTheme","e","documentElement","dataset","theme","matches","setTheme","mode","console","error","colorScheme","querySelectorAll","forEach","el","classList","add","remove","localStorage","setItem","log","onchange","cycleMode","defaultMode","currentMode","getItem","arr","nextPosition","findSearchInput","forms","querySelector","toggleSearchField","input","searchPopupWrapper","toggle","activeElement","blur","focus","select","scrollIntoView","block","useCommandKey","navigator","platform","getCurrentUrlPath","DOCUMENTATION_OPTIONS","BUILDER","pagename","async","DismissBannerAndStorePref","event","VERSION","now","Date","banner_pref","JSON","parse","debug","stringify","checkPageExistsAndRedirect","preventDefault","currentFilePath","tryUrl","currentTarget","getAttribute","otherDocsHomepage","replace","fetch","method","ok","location","href","err","fetchAndUseVersions","versionSwitcherBtns","hasSwitcherMenu","hasVersionsJSON","hasOwnProperty","wantsWarningBanner","show_version_warning_banner","data","url","result","URL","origin","response","json","fetchVersionSwitcherJSON","theme_switcher_json_url","btn","hasMatchingPreferredEntry","map","entry","theme_switcher_version_match","preferred","name","some","Boolean","foundMatch","anchor","createElement","setAttribute","span","textContent","appendChild","matchesAndIsPreferred","matchesAndIsFirst","innerText","menu","node","cloneNode","onclick","append","populateVersionSwitcher","preferredEntries","filter","howMany","preferredVersion","preferredURL","versionsAreComparable","dismiss_date_str","dismiss_date","days_passed","info","floor","banner","middle","inner","bold","button","close_btn","close_x","isDev","newerThanPreferred","createTextNode","showVersionWarningBanner","addTabStopsToScrollableElements","updateTabStops","tabIndex","scrollWidth","clientWidth","scrollHeight","clientHeight","debouncedUpdateTabStops","wait","timeoutId","args","clearTimeout","setTimeout","debounce","MutationObserver","observe","getElementById","subtree","childList","setupAnnouncementBanner","pstAnnouncementUrl","status","statusText","text","innerHTML","_error","Promise","allSettled","revealer","height","Array","from","children","reduce","offsetHeight","style","setProperty","sidebar","storedScrollTop","sessionStorage","active_pages","latest_active","offset","getBoundingClientRect","y","innerHeight","buffer","scrollTop","navLink","parentElement","shortcuts","f","changeSearchShortcutKey","shiftKey","altKey","metaKey","ctrlKey","key","overlay","mutationList","observer","mutation","addedNodes","undefined","search","body","primaryToggle","secondaryToggle","primarySidebar","secondarySidebar","primaryClickTransmitter","secondaryClickTransmitter","clickTransmitter","stopPropagation","checked","tabStop","transmitter"],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/searchtools.js b/_static/searchtools.js
index 92da3f8..b08d58c 100644
--- a/_static/searchtools.js
+++ b/_static/searchtools.js
@@ -178,7 +178,7 @@ const Search = {
 
   htmlToText: (htmlString, anchor) => {
     const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
-    for (const removalQuery of [".headerlinks", "script", "style"]) {
+    for (const removalQuery of [".headerlink", "script", "style"]) {
       htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
     }
     if (anchor) {
@@ -328,13 +328,14 @@ const Search = {
     for (const [title, foundTitles] of Object.entries(allTitles)) {
       if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) {
         for (const [file, id] of foundTitles) {
-          let score = Math.round(100 * queryLower.length / title.length)
+          const score = Math.round(Scorer.title * queryLower.length / title.length);
+          const boost = titles[file] === title ? 1 : 0;  // add a boost for document titles
           normalResults.push([
             docNames[file],
             titles[file] !== title ? `${titles[file]} > ${title}` : title,
             id !== null ? "#" + id : "",
             null,
-            score,
+            score + boost,
             filenames[file],
           ]);
         }
diff --git a/_static/styles/pydata-sphinx-theme.css b/_static/styles/pydata-sphinx-theme.css
index 90ba101..3610bf3 100644
--- a/_static/styles/pydata-sphinx-theme.css
+++ b/_static/styles/pydata-sphinx-theme.css
@@ -1,2 +1,2 @@
-html{--pst-header-height:4rem;--pst-header-article-height:calc(var(--pst-header-height)*2/3);--pst-sidebar-secondary:17rem;--pst-font-size-base:1rem;--pst-font-size-h1:2.5rem;--pst-font-size-h2:2rem;--pst-font-size-h3:1.75rem;--pst-font-size-h4:1.5rem;--pst-font-size-h5:1.25rem;--pst-font-size-h6:1.1rem;--pst-font-size-milli:0.9rem;--pst-sidebar-font-size:0.9rem;--pst-sidebar-font-size-mobile:1.1rem;--pst-sidebar-header-font-size:1.2rem;--pst-sidebar-header-font-weight:600;--pst-admonition-font-weight-heading:600;--pst-font-weight-caption:300;--pst-font-weight-heading:400;--pst-font-family-base-system:-apple-system,"BlinkMacSystemFont","Segoe UI","Helvetica Neue","Arial",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol";--pst-font-family-monospace-system:"SFMono-Regular","Menlo","Consolas","Monaco","Liberation Mono","Lucida Console",monospace;--pst-font-family-base:var(--pst-font-family-base-system);--pst-font-family-heading:var(--pst-font-family-base-system);--pst-font-family-monospace:var(--pst-font-family-monospace-system);--pst-font-size-icon:1.5rem;--pst-icon-check-circle:"";--pst-icon-info-circle:"";--pst-icon-exclamation-triangle:"";--pst-icon-exclamation-circle:"";--pst-icon-times-circle:"";--pst-icon-lightbulb:"";--pst-icon-download:"";--pst-icon-angle-left:"";--pst-icon-angle-right:"";--pst-icon-external-link:"";--pst-icon-search-minus:"";--pst-icon-github:"";--pst-icon-gitlab:"";--pst-icon-share:"";--pst-icon-bell:"";--pst-icon-pencil:"";--pst-breadcrumb-divider:"";--pst-icon-admonition-default:var(--pst-icon-bell);--pst-icon-admonition-note:var(--pst-icon-info-circle);--pst-icon-admonition-attention:var(--pst-icon-exclamation-circle);--pst-icon-admonition-caution:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-warning:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-danger:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-error:var(--pst-icon-times-circle);--pst-icon-admonition-hint:var(--pst-icon-lightbulb);--pst-icon-admonition-tip:var(--pst-icon-lightbulb);--pst-icon-admonition-important:var(--pst-icon-exclamation-circle);--pst-icon-admonition-seealso:var(--pst-icon-share);--pst-icon-admonition-todo:var(--pst-icon-pencil);--pst-icon-versionmodified-default:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-added:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-changed:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-deprecated:var(--pst-icon-exclamation-circle);font-size:var(--pst-font-size-base);scroll-padding-top:calc(var(--pst-header-height) + 1rem)}body{background-color:var(--pst-color-background);color:var(--pst-color-text-base);display:flex;flex-direction:column;font-family:var(--pst-font-family-base);font-weight:400;line-height:1.65;min-height:100vh}body::-webkit-scrollbar-track{background-color:var(--pst-color-background)}p{font-size:1em;margin-bottom:1.15rem}p.rubric{border-bottom:1px solid var(--pst-color-border)}p.centered{text-align:center}a{word-wrap:break-word;color:var(--pst-color-link);text-decoration:underline;text-decoration-thickness:max(1px,.0625rem);text-underline-offset:.1578em}a:hover{color:var(--pst-color-link-hover);text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}a:active,a:visited{color:var(--pst-color-link)}a:visited:hover{color:var(--pst-color-link-hover)}a.headerlink{color:var(--pst-color-secondary);font-size:.8em;margin-left:.2em;opacity:.7;padding:0 4px;text-decoration:none;transition:all .2s ease-out;user-select:none}a.headerlink:hover{opacity:1}a.github:before,a.gitlab:before{color:var(--pst-color-text-muted);font:var(--fa-font-brands);margin-right:.25rem}a.github:before{content:var(--pst-icon-github)}a.gitlab:before{content:var(--pst-icon-gitlab)}h1,h2,h3,h4,h5,h6{font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-heading);line-height:1.15;margin:2.75rem 0 1.05rem}h1{font-size:var(--pst-font-size-h1);margin-top:0}h1,h2{color:var(--pst-heading-color)}h2{font-size:var(--pst-font-size-h2)}h3{font-size:var(--pst-font-size-h3)}h3,h4{color:var(--pst-heading-color)}h4{font-size:var(--pst-font-size-h4)}h5{font-size:var(--pst-font-size-h5)}h5,h6{color:var(--pst-color-text-base)}h6{font-size:var(--pst-font-size-h6)}.text_small,small{font-size:var(--pst-font-size-milli)}hr{border:0;border-top:1px solid var(--pst-color-border)}code,kbd,pre,samp{font-family:var(--pst-font-family-monospace)}kbd{background-color:var(--pst-color-on-background);color:var(--pst-color-text-muted)}kbd:not(.compound){border:1px solid var(--pst-color-border);box-shadow:1px 1px 1px var(--pst-color-shadow);margin:0 .1rem;padding:.1rem .4rem}code{color:var(--pst-color-inline-code)}pre{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem;color:var(--pst-color-text-base);line-height:1.2em;margin:1.5em 0;padding:1rem}pre .linenos{opacity:.8;padding-right:10px}#pst-back-to-top{background-color:var(--pst-color-secondary);border:none;color:var(--pst-color-secondary-text);display:none;left:50vw;position:fixed;top:90vh;transform:translate(-50%);z-index:1080}#pst-back-to-top .fa-arrow-up{margin-inline-end:.5em}#pst-back-to-top:hover{background-color:var(--pst-violet-600);color:var(--pst-color-link-hover);color:var(--pst-color-secondary-text);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-decoration-thickness:1px;text-underline-offset:.1578em}#pst-back-to-top:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem;outline-color:var(--pst-color-secondary);outline-offset:.1875rem}:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem}.skip-link{background-color:var(--pst-color-warning);border-bottom:1px solid var(--pst-color-border);left:0;padding:.5rem;position:fixed;right:0;text-align:center;top:0;transform:translateY(-100%);transition:transform .15s ease-in-out;z-index:1055}.skip-link:focus-within{transform:translateY(0)}.skip-link a{color:var(--pst-color-warning-text)!important}.skip-link a:focus-visible{outline-color:#14181e}.bd-container{display:flex;flex-grow:1;justify-content:center}.bd-container .bd-container__inner{display:flex}.bd-page-width{width:100%}@media(min-width:960px){.bd-page-width{max-width:88rem}}.pst-async-banner-revealer{height:0;overflow:hidden;transition:height .3s ease-in-out}@media(prefers-reduced-motion){.pst-async-banner-revealer{transition:none}}#bd-header-version-warning,.bd-header-announcement{align-items:center;display:flex;justify-content:center;min-height:3rem;padding:.5rem 12.5%;position:relative;text-align:center;width:100%}@media(max-width:959.98px){#bd-header-version-warning,.bd-header-announcement{padding:.5rem 2%}}#bd-header-version-warning p,.bd-header-announcement p{font-weight:700;margin:0}#bd-header-version-warning a,.bd-header-announcement a{color:var(--pst-color-inline-code-links)}#bd-header-version-warning .pst-button-link-to-stable-version,.bd-header-announcement .pst-button-link-to-stable-version{background-color:var(--pst-color-danger);border-color:var(--pst-color-danger);border-radius:.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;color:var(--pst-color-danger-text)}#bd-header-version-warning .pst-button-link-to-stable-version:hover,.bd-header-announcement .pst-button-link-to-stable-version:hover{background-color:var(--pst-color-danger-highlight);border-color:var(--pst-color-danger-highlight);color:var(--pst-color-danger-text)}#bd-header-version-warning .pst-button-link-to-stable-version:focus-visible,.bd-header-announcement .pst-button-link-to-stable-version:focus-visible{outline:.1875rem solid var(--pst-color-danger);outline-offset:.1875rem}.bd-header-announcement{background-color:var(--pst-color-secondary-bg)}#bd-header-version-warning{background-color:var(--pst-color-danger-bg)}.bd-main{display:flex;flex-direction:column;flex-grow:1;min-width:0}.bd-main .bd-content{display:flex;height:100%;justify-content:center}.bd-main .bd-content .bd-article-container{display:flex;flex-direction:column;justify-content:start;max-width:60em;overflow-x:auto;padding:1rem;width:100%}@media(min-width:1200px){.bd-main .bd-content .bd-article-container .bd-article{padding-left:2rem;padding-top:1.5rem}}.bd-footer{border-top:1px solid var(--pst-color-border);width:100%}.bd-footer .bd-footer__inner{display:flex;flex-grow:1;margin:auto;padding:1rem}.bd-footer .footer-items__center,.bd-footer .footer-items__end,.bd-footer .footer-items__start{display:flex;flex-direction:column;flex-grow:1;gap:.5rem;justify-content:center}.bd-footer .footer-items__center{text-align:center}.bd-footer .footer-items__end{text-align:end}.bd-footer .footer-item p{margin-bottom:0}.bd-footer-article{margin-top:auto}.bd-footer-article .footer-article-items{display:flex;flex-direction:column}.bd-footer-content .footer-content-items{display:flex;flex-direction:column;margin-top:auto}.bd-header{background-color:var(--pst-color-on-background)!important;box-shadow:0 .125rem .25rem 0 var(--pst-color-shadow);justify-content:center;max-width:100vw;padding:0;position:sticky;top:0;width:100%;z-index:1030}.bd-header .bd-header__inner{align-items:center;display:flex;height:fit-content;padding-left:1rem;padding-right:1rem}.bd-header :focus-visible{border-radius:.125rem}.bd-header .navbar-item{align-items:center;display:flex;height:var(--pst-header-height);max-height:var(--pst-header-height)}.bd-header .navbar-header-items{display:none;flex-shrink:1}@media(min-width:960px){.bd-header .navbar-header-items{display:inherit;flex-grow:1;padding:0 0 0 .5rem}}.bd-header .navbar-header-items__center,.bd-header .navbar-header-items__end,.bd-header .navbar-header-items__start{align-items:center;display:flex;flex-flow:wrap;row-gap:0}.bd-header .navbar-header-items__center,.bd-header .navbar-header-items__end{column-gap:1rem}.bd-header .navbar-header-items__start{flex-shrink:0;gap:.5rem;margin-right:auto}.bd-header .navbar-header-items__end{justify-content:end}.bd-header .navbar-nav{display:flex}@media(min-width:960px){.bd-header .navbar-nav{align-items:baseline}}.bd-header .navbar-nav li.pst-header-nav-item{margin-inline:2px}.bd-header .navbar-nav li.pst-header-nav-item.dropdown{margin-inline:4px}.bd-header .navbar-nav li.pst-header-nav-item.dropdown button{padding-inline:8px}.bd-header .navbar-nav li.pst-header-nav-item a{padding-inline:6px}.bd-header .navbar-nav li.pst-header-nav-item>.dropdown-toggle,.bd-header .navbar-nav li.pst-header-nav-item>.nav-link{border-radius:2px;color:var(--pst-color-text-muted)}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link{position:relative}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link:before{background-color:transparent;content:"";display:block;inset:0;position:absolute}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link:hover{color:var(--pst-color-secondary);text-decoration:none}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link:hover:before{border-bottom:3px solid var(--pst-color-secondary)}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link:focus-visible{box-shadow:none;outline:3px solid var(--pst-color-accent);outline-offset:3px}.bd-header .navbar-nav li.pst-header-nav-item>.dropdown-toggle:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent)}.bd-header .navbar-nav li.pst-header-nav-item>.dropdown-toggle:hover{box-shadow:0 0 0 .1875rem var(--pst-color-link-hover);color:var(--pst-color-text-base);text-decoration:none}.bd-header .navbar-nav li.pst-header-nav-item.current>.nav-link{color:var(--pst-color-primary)}.bd-header .navbar-nav li.pst-header-nav-item.current>.nav-link:before{border-bottom:3px solid var(--pst-color-primary)}.bd-header .navbar-nav li a.nav-link.dropdown-item{color:var(--pst-color-text-muted);text-decoration:none}.bd-header .navbar-nav li a.nav-link.dropdown-item:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.bd-header .navbar-nav .dropdown button{border:none;display:unset}.bd-header .navbar-nav .dropdown button:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.bd-header .navbar-nav .dropdown .dropdown-menu{background-color:var(--pst-color-on-background);border:1px solid var(--pst-color-border);box-shadow:0 0 .3rem .1rem var(--pst-color-shadow);margin:.5rem 0;min-width:20rem;padding:.5rem 0;z-index:1070}.bd-header .navbar-nav .dropdown .dropdown-menu .dropdown-item{padding:.25rem 1.5rem}.bd-header .navbar-nav .dropdown .dropdown-menu .dropdown-item:focus:not(:hover,:active){background-color:inherit}.bd-header .navbar-nav .dropdown .dropdown-menu .dropdown-item:focus-visible{z-index:10}.bd-header .navbar-nav .dropdown .dropdown-menu:not(.show){display:none}.bd-header button.sidebar-toggle{align-items:center;background-color:inherit;border:none;color:var(--pst-color-muted);cursor:pointer;display:flex;font-size:var(--pst-font-size-icon);margin-bottom:0;padding-bottom:.25rem}.bd-header button.sidebar-toggle:hover{box-shadow:0 max(3px,.1875rem,.12em) 0 var(--pst-color-link-hover);color:var(--pst-color-link-hover)}.bd-header button.primary-toggle{margin-right:1rem}@media(min-width:960px){.bd-header button.primary-toggle{display:none}}.bd-header button.secondary-toggle{margin-left:1rem}@media(min-width:1200px){.bd-header button.secondary-toggle{display:none}}@media(min-width:960px){.navbar-center-items .navbar-item{display:inline-block}}.nav-link{transition:none}.nav-link:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.nav-link.nav-external:after{content:var(--pst-icon-external-link);font:var(--fa-font-solid);font-size:.75em;margin-left:.3em}.bd-navbar-elements li.nav-item i{font-size:.7rem;padding-left:2px;vertical-align:middle}.navbar-persistent--mobile{margin-left:auto}@media(min-width:960px){.navbar-persistent--mobile{display:none}}.navbar-persistent--container{display:none}@media(min-width:960px){.navbar-persistent--container{display:flex}}.header-article__inner{display:flex;padding:0 .5rem}.header-article__inner .header-article-item{height:var(--pst-header-article-height);min-height:var(--pst-header-article-height)}.header-article__inner .header-article-items__end,.header-article__inner .header-article-items__start{align-items:start;display:flex;gap:.5rem}.header-article__inner .header-article-items__end{margin-left:auto}.bd-sidebar-primary{background-color:var(--pst-color-background);border-right:1px solid var(--pst-color-border);display:flex;flex:0 0 auto;flex-direction:column;font-size:var(--pst-sidebar-font-size-mobile);gap:1rem;max-height:calc(100vh - var(--pst-header-height));overflow-y:auto;padding:2rem 1rem 1rem;position:sticky;top:var(--pst-header-height);width:25%}@media(min-width:960px){.bd-sidebar-primary{font-size:var(--pst-sidebar-font-size)}}.bd-sidebar-primary :focus-visible{border-radius:.125rem}.bd-sidebar-primary .nav-link{font-size:var(--pst-sidebar-font-size-mobile)}.bd-sidebar-primary.no-sidebar{border-right:0}@media(min-width:960px){.bd-sidebar-primary.hide-on-wide{display:none}}.bd-sidebar-primary h1,.bd-sidebar-primary h2,.bd-sidebar-primary h3,.bd-sidebar-primary h4{color:var(--pst-color-text-base)}.bd-sidebar-primary .sidebar-primary-items__end .sidebar-primary-item,.bd-sidebar-primary .sidebar-primary-items__start .sidebar-primary-item{padding:.5rem 0}.bd-sidebar-primary .sidebar-header-items{display:flex;flex-direction:column}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__title{color:var(--pst-color-text-base);font-size:var(--pst-sidebar-header-font-size);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown button{display:none}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu{background-color:inherit;border:none;display:flex;flex-direction:column;font-size:inherit;margin:0;padding:0}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu .dropdown-item:focus,.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu .dropdown-item:hover{background-color:unset}.bd-sidebar-primary .sidebar-header-items .bd-navbar-elements .nav-link:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem;outline-offset:.1875rem}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__center{display:flex;flex-direction:column}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__end{align-items:center;display:flex;gap:1rem}@media(min-width:960px){.bd-sidebar-primary .sidebar-header-items{display:none}}.bd-sidebar-primary .sidebar-primary-items__start{border-top:1px solid var(--pst-color-border)}@media(min-width:960px){.bd-sidebar-primary .sidebar-primary-items__start{border-top:none}}.bd-sidebar-primary .sidebar-primary-items__end{margin-bottom:1em;margin-top:auto}.bd-sidebar-primary .list-caption{list-style:none;padding-left:0}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary{align-items:baseline;display:flex;height:auto;justify-content:space-between;position:relative;width:auto}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary .toctree-toggle{flex:0 0 auto}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary .toctree-toggle .fa-chevron-down{font-size:1rem}.bd-sidebar-primary li.has-children{position:relative}.bd-sidebar-primary li.has-children .caption,.bd-sidebar-primary li.has-children>.reference{margin-right:calc(30px + .1875rem);padding-top:.25rem}.bd-sidebar-primary li.has-children>details>summary{list-style:none}.bd-sidebar-primary li.has-children>details>summary::-webkit-details-marker{display:none}.bd-sidebar-primary li.has-children>details>summary:focus-visible{outline:none}.bd-sidebar-primary li.has-children>details>summary:focus-visible>.toctree-toggle{outline:var(--pst-color-accent) solid .1875rem;outline-offset:-.1875rem}.bd-sidebar-primary li.has-children>details>summary .toctree-toggle{align-items:center;cursor:pointer;display:inline-flex;height:30px;justify-content:center;position:absolute;right:0;top:0;width:30px}.bd-sidebar-primary li.has-children>details>summary .toctree-toggle .fa-chevron-down{font-size:.75rem}.bd-sidebar-primary li.has-children>details[open]>summary .fa-chevron-down{transform:rotate(180deg)}nav.bd-links{margin-right:-1rem}@media(min-width:960px){nav.bd-links{display:block}}nav.bd-links ul{list-style:none}nav.bd-links ul ul{padding:0 0 0 1rem}nav.bd-links li>a{box-shadow:none;color:var(--pst-color-text-muted);display:block;margin-right:.1875rem;padding:.25rem .65rem;text-decoration:none}nav.bd-links li>a:hover{background-color:transparent;text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}nav.bd-links li>a:active,nav.bd-links li>a:hover{color:var(--pst-color-link-hover)}nav.bd-links li>a:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent);outline:none;z-index:10}nav.bd-links li>a.reference.external:after{content:var(--pst-icon-external-link);font:var(--fa-font-solid);font-size:.75em;margin-left:.3em}nav.bd-links .current>a{background-color:transparent;box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary);color:var(--pst-color-primary);font-weight:600}nav.bd-links .current>a:focus-visible{box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}nav.bd-links p.bd-links__title{font-size:var(--pst-sidebar-header-font-size)}nav.bd-links p.bd-links__title,nav.bd-links p.caption{font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}nav.bd-links p.caption{color:var(--pst-color-text-base);font-size:var(--pst-sidebar-font-size-mobile);margin-top:1.25rem;position:relative}nav.bd-links p.caption:first-child{margin-top:0}@media(min-width:960px){nav.bd-links p.caption{font-size:var(--pst-sidebar-font-size)}}.bd-sidebar-secondary{background-color:var(--pst-color-background);display:flex;flex-direction:column;flex-shrink:0;font-size:var(--pst-sidebar-font-size-mobile);max-height:calc(100vh - var(--pst-header-height));order:2;overflow-y:auto;padding:2rem 1rem 1rem;position:sticky;top:var(--pst-header-height);width:var(--pst-sidebar-secondary)}@media(min-width:1200px){.bd-sidebar-secondary{font-size:var(--pst-sidebar-font-size)}}.sidebar-secondary-item{padding:.5rem}@media(min-width:1200px){.sidebar-secondary-item{border-left:1px solid var(--pst-color-border);padding-left:1rem}}.sidebar-secondary-item i{padding-right:.5rem}input.sidebar-toggle{display:none}label.overlay{background-color:#000;height:0;left:0;opacity:.5;position:fixed;top:0;transition:opacity .2s ease-out;width:0;z-index:1050}input#pst-primary-sidebar-checkbox:checked+label.overlay.overlay-primary,input#pst-secondary-sidebar-checkbox:checked+label.overlay.overlay-secondary{height:100vh;width:100vw}input#pst-primary-sidebar-checkbox:checked~.bd-container .bd-sidebar-primary{margin-left:0;visibility:visible}input#pst-secondary-sidebar-checkbox:checked~.bd-container .bd-sidebar-secondary{margin-right:0;visibility:visible}@media(min-width:960px){.sidebar-toggle.primary-toggle{display:none}input#pst-primary-sidebar-checkbox:checked+label.overlay.overlay-primary{height:0;width:0}.bd-sidebar-primary{margin-left:0;visibility:visible}}@media(max-width:959.98px){.bd-sidebar-primary{flex-grow:.75;height:100vh;left:0;margin-left:-75%;max-height:100vh;max-width:350px;position:fixed;top:0;transition:visibility .2s ease-out,margin .2s ease-out;visibility:hidden;width:75%;z-index:1055}}@media(max-width:1199.98px){.bd-sidebar-secondary{flex-grow:.75;height:100vh;margin-right:-75%;max-height:100vh;max-width:350px;position:fixed;right:0;top:0;transition:visibility .2s ease-out,margin .2s ease-out;visibility:hidden;width:75%;z-index:1055}}ul.bd-breadcrumbs{display:flex;flex-wrap:wrap;font-size:.8rem;list-style:none;padding-left:0}ul.bd-breadcrumbs li.breadcrumb-item{align-items:center;display:flex;font-weight:700}ul.bd-breadcrumbs li.breadcrumb-item a{color:var(--pst-color-text-muted);text-decoration:none}ul.bd-breadcrumbs li.breadcrumb-item a:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}ul.bd-breadcrumbs li.breadcrumb-item:not(.breadcrumb-home):before{color:var(--pst-color-text-muted);content:var(--pst-breadcrumb-divider);font:var(--fa-font-solid);font-size:.8rem;padding:0 .5rem}.navbar-icon-links{column-gap:1rem;display:flex;flex-flow:row wrap;justify-content:space-evenly}.navbar-icon-links li.nav-item a.nav-link{padding-left:0;padding-right:0}.navbar-icon-links li.nav-item a.nav-link:hover{box-shadow:0 max(3px,.1875rem,.12em) 0 var(--pst-color-link-hover);color:var(--pst-color-link-hover)}.navbar-icon-links li.nav-item a.nav-link:focus{color:inherit}.navbar-icon-links a span{align-items:center;display:flex}.navbar-icon-links i.fa-brands,.navbar-icon-links i.fa-regular,.navbar-icon-links i.fa-solid{font-size:var(--pst-font-size-icon);font-style:normal;vertical-align:middle}.navbar-icon-links i.fa-square-twitter:before{color:#55acee}.navbar-icon-links i.fa-square-gitlab:before{color:#548}.navbar-icon-links i.fa-bitbucket:before{color:#0052cc}.navbar-icon-links img.icon-link-image{border-radius:.2rem;height:1.5em}.navbar-icon-links .fa-pydata{stroke:var(--pst-color-background);stroke-linejoin:round;stroke-width:.35}.navbar-brand{align-items:center;display:flex;flex-shrink:0;gap:.5rem;height:var(--pst-header-height);margin:0;max-height:var(--pst-header-height);padding:.5rem 0;position:relative;width:auto}.navbar-brand p{color:var(--pst-color-text-base);margin-bottom:0}.navbar-brand img{height:100%;max-width:100%;width:auto}.navbar-brand:hover,.navbar-brand:visited:hover{color:var(--pst-color-link-hover);color:var(--pst-color-text-base);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.navbar-nav ul{display:block;list-style:none}.navbar-nav ul ul{padding:0 0 0 1rem}.navbar-nav li{display:flex;flex-direction:column}.navbar-nav li a{align-items:center;color:var(--pst-color-text-muted);display:flex;height:100%;padding-bottom:.25rem;padding-top:.25rem;text-decoration:none}.navbar-nav li a:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.page-toc .section-nav{border-bottom:none;padding-left:0}.page-toc .section-nav ul{padding-left:1rem}.page-toc .nav-link{font-size:var(--pst-sidebar-font-size-mobile)}@media(min-width:1200px){.page-toc .nav-link{font-size:var(--pst-sidebar-font-size)}}.page-toc .onthispage{color:var(--pst-color-text-base);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}.prev-next-area{width:100%}.prev-next-area p{color:var(--pst-color-text-muted);line-height:1.3em;margin:0 .3em}.prev-next-area i{font-size:1.2em}.prev-next-area a{align-items:center;border:none;color:var(--pst-color-text-muted);display:flex;max-width:45%;overflow-x:hidden;padding:10px;text-decoration:none}.prev-next-area a p.prev-next-title{word-wrap:break-word;color:var(--pst-color-link);font-size:1.1em;font-weight:var(--pst-admonition-font-weight-heading);text-decoration:underline;text-decoration-thickness:max(1px,.0625rem);text-underline-offset:.1578em}.prev-next-area a p.prev-next-title:hover{color:var(--pst-color-link-hover);text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}.prev-next-area a p.prev-next-title:active,.prev-next-area a p.prev-next-title:visited{color:var(--pst-color-link)}.prev-next-area a p.prev-next-title:visited:hover{color:var(--pst-color-link-hover)}.prev-next-area a:hover p.prev-next-title,.prev-next-area a:visited:hover p.prev-next-title{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.prev-next-area a .prev-next-info{flex-direction:column;margin:0 .5em}.prev-next-area a .prev-next-info .prev-next-subtitle{text-transform:capitalize}.prev-next-area a.left-prev{float:left}.prev-next-area a.right-next{float:right}.prev-next-area a.right-next div.prev-next-info{text-align:right}.bd-search{border:1px solid var(--pst-color-border);border-radius:.25rem;color:var(--pst-color-text-base);gap:.5rem;padding-left:.5rem;position:relative}.bd-search,.bd-search:active{background-color:var(--pst-color-background)}.bd-search:active{color:var(--pst-color-text-muted)}.bd-search .icon{color:var(--pst-color-border);left:25px;position:absolute}.bd-search .fa-solid.fa-magnifying-glass{color:var(--pst-color-text-muted);left:calc(1.25rem - .35em);position:absolute}.bd-search input::placeholder{color:var(--pst-color-text-muted)}.bd-search input::-webkit-search-cancel-button,.bd-search input::-webkit-search-decoration{appearance:none}.bd-search .search-button__kbd-shortcut{color:var(--pst-color-border);display:flex;position:absolute;right:.5rem}.form-control{background-color:var(--pst-color-background);color:var(--pst-color-text-base)}.form-control:focus,.form-control:focus-visible{background-color:var(--pst-color-background);border:none;color:var(--pst-color-text-muted)}.search-button{align-content:center;align-items:center;border:none;border-radius:0;color:var(--pst-color-text-muted);display:flex;font-size:1rem;padding:0}.search-button:hover{box-shadow:0 max(3px,.1875rem,.12em) 0 var(--pst-color-link-hover);color:var(--pst-color-link-hover)}.search-button i{font-size:1.3rem}.search-button__overlay,.search-button__search-container{display:none}.search-button__wrapper.show .search-button__search-container{display:flex;left:50%;margin-top:.5rem;max-width:800px;position:fixed;right:1rem;top:30%;transform:translate(-50%,-50%);width:90%;z-index:1055}.search-button__wrapper.show .search-button__overlay{background-color:#000;display:flex;height:100%;left:0;opacity:.5;position:fixed;top:0;width:100%;z-index:1050}.search-button__wrapper.show form.bd-search{flex-grow:1;padding-bottom:0;padding-top:0}.search-button__wrapper.show input,.search-button__wrapper.show svg{font-size:var(--pst-font-size-icon)}.search-button-field{align-items:center;background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:1.5em;color:var(--pst-color-text-muted);display:inline-flex;padding:.5em}.search-button-field:hover{box-shadow:0 0 0 .1875rem var(--pst-color-link-hover)}.search-button-field:focus-visible{border-radius:1.5em}.search-button-field .search-button__default-text{font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);margin-left:.5em;margin-right:.5em}.search-button-field .kbd-shortcut__modifier{font-size:.75em}.search-button-field>*{align-items:center}.search-button-field>:not(svg){display:none}@media(min-width:960px){.search-button-field>:not(svg){display:flex}}div#searchbox p.highlight-link{box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;margin:1rem 0;width:fit-content}@media(min-width:1200px){div#searchbox p.highlight-link{margin-left:2rem}}div#searchbox p.highlight-link a{background-color:var(--pst-color-primary);border-radius:.25rem;color:var(--pst-color-primary-text);font-size:1.25rem;padding:.75rem;text-decoration:none;transition:box-shadow .25s ease-out}div#searchbox p.highlight-link a:hover{box-shadow:inset 0 0 50px 50px rgba(0,0,0,.25)}div#searchbox p.highlight-link a:before{color:unset;content:var(--pst-icon-search-minus);font:var(--fa-font-solid);margin-right:.5rem}.theme-switch-button{border:none;border-radius:0;color:var(--pst-color-text-muted);font-size:1rem;padding-left:0;padding-right:0}.theme-switch-button:hover:hover{box-shadow:0 max(3px,.1875rem,.12em) 0 var(--pst-color-link-hover);color:var(--pst-color-link-hover)}.theme-switch-button span{display:none}.theme-switch-button span:active{color:var(--pst-color-link-hover);text-decoration:none}.theme-switch-button span .fa-lg{aspect-ratio:1/1}html[data-mode=auto] .theme-switch-button span[data-mode=auto],html[data-mode=dark] .theme-switch-button span[data-mode=dark],html[data-mode=light] .theme-switch-button span[data-mode=light]{display:flex}button.btn.version-switcher__button{border-color:var(--pst-color-border);color:var(--pst-color-text-base);margin-bottom:1em}@media(min-width:960px){button.btn.version-switcher__button{margin-bottom:unset}}button.btn.version-switcher__button:hover{border-color:transparent;box-shadow:0 0 0 .1875rem var(--pst-color-secondary)}button.btn.version-switcher__button:active{border-color:var(--pst-color-border);color:var(--pst-color-text-base)}button.btn.version-switcher__button:focus-visible{border-color:transparent}.version-switcher__menu{border-color:var(--pst-color-border);border-radius:var(--bs-dropdown-border-radius)}.version-switcher__menu a.list-group-item{background-color:var(--pst-color-on-background);color:var(--pst-color-text-base);padding:.75rem 1.25rem}.version-switcher__menu a.list-group-item:not(:last-child){border-bottom:1px solid var(--pst-color-border)}.version-switcher__menu a.list-group-item:hover{background-color:var(--pst-color-surface);color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.version-switcher__menu a.list-group-item.active{box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary);color:var(--pst-color-primary);font-weight:600;position:relative;z-index:1}.version-switcher__menu a.list-group-item.active:focus-visible{box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}.version-switcher__menu a.list-group-item.active span:before{content:"";height:100%;left:0;position:absolute;top:0;width:100%;z-index:-1}.version-switcher__menu a.list-group-item:focus-visible{z-index:10}.version-switcher__menu,button.version-switcher__button{font-size:1.1em;z-index:1055}@media(min-width:960px){.version-switcher__menu,button.version-switcher__button{font-size:unset}}nav.page-toc{margin-bottom:1rem}.bd-toc .nav .nav{display:none}.bd-toc .nav .nav.visible,.bd-toc .nav>.active>ul,.toc-entry{display:block}.toc-entry a.nav-link,.toc-entry a>code{color:var(--pst-color-text-muted)}.toc-entry a.nav-link{display:block;margin-left:-1rem;padding:.125rem 0 .125rem 1rem;text-decoration:none}.toc-entry a.nav-link:hover{background-color:transparent;text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}.toc-entry a.nav-link:active,.toc-entry a.nav-link:hover{color:var(--pst-color-link-hover)}.toc-entry a.nav-link:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent);outline:none;z-index:10}.toc-entry a.nav-link.active{background-color:transparent;box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary);color:var(--pst-color-primary);font-weight:600}.toc-entry a.nav-link.active:focus-visible{box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}.toc-entry a.nav-link.active:hover{color:var(--pst-color-link-hover)}.toc-entry a.nav-link:focus-visible{border-radius:.125rem}div.deprecated,div.versionadded,div.versionchanged{background-color:var(--pst-color-on-background);border-left:.2rem solid;border-color:var(--pst-color-info);border-radius:.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;break-inside:avoid;margin:1.5625em auto;overflow:hidden;padding:0 .6rem;page-break-inside:avoid;position:relative;vertical-align:middle}div.deprecated>p,div.versionadded>p,div.versionchanged>p{margin-bottom:.6rem;margin-top:.6rem}div.versionadded{background-color:var(--pst-color-success-bg);border-color:var(--pst-color-success)}div.versionchanged{background-color:var(--pst-color-warning-bg);border-color:var(--pst-color-warning)}div.deprecated{background-color:var(--pst-color-danger-bg);border-color:var(--pst-color-danger)}span.versionmodified{font-weight:600}span.versionmodified:before{color:var(--pst-color-info);content:var(--pst-icon-versionmodified-default);font:var(--fa-font-solid);margin-right:.6rem}span.versionmodified.added:before{color:var(--pst-color-success);content:var(--pst-icon-versionmodified-added)}span.versionmodified.changed:before{color:var(--pst-color-warning);content:var(--pst-icon-versionmodified-changed)}span.versionmodified.deprecated:before{color:var(--pst-color-danger);content:var(--pst-icon-versionmodified-deprecated)}.sidebar-indices-items{border-top:1px solid var(--pst-color-border);display:flex;flex-direction:column}@media(min-width:960px){.sidebar-indices-items{border-top:none}}.sidebar-indices-items .sidebar-indices-items__title{color:var(--pst-color-text-base);font-size:var(--pst-sidebar-header-font-size);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}.sidebar-indices-items ul.indices-link{list-style:none;margin-right:-1rem;padding:0}.sidebar-indices-items ul.indices-link li>a{color:var(--pst-color-text-muted);display:block;padding:.25rem 0}.sidebar-indices-items ul.indices-link li>a:hover{background-color:transparent;color:var(--pst-color-primary);text-decoration:none}.bd-sidebar-primary div#rtd-footer-container{bottom:-1rem;margin:-1rem;position:sticky}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge{font-family:var(--pst-font-family-base);font-size:.9em;max-width:unset;position:unset}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .rst-current-version{align-items:center;background-color:var(--pst-color-background);border-top:1px solid var(--pst-color-border);color:var(--pst-color-success);display:flex;gap:.2rem;height:2.5rem;transition:background-color .2s ease-out}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-book{color:var(--pst-color-text-muted);margin-right:auto}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-book:after{color:var(--pst-color-text-base);content:"Read The Docs";font-family:var(--pst-font-family-base);font-weight:var(--pst-admonition-font-weight-heading)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-caret-down{color:var(--pst-color-text-muted)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge.shift-up .rst-current-version{border-bottom:1px solid var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions{background-color:var(--pst-color-surface);color:var(--pst-color-text-base)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions dl dd a{color:var(--pst-color-text-muted)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions hr{background-color:var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions small a{color:var(--pst-color-link)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions input{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);padding-left:.5rem}.admonition,div.admonition{background-color:var(--pst-color-on-background);border-left:.2rem solid;border-color:var(--pst-color-info);border-radius:.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;break-inside:avoid;margin:1.5625em auto;overflow:hidden;padding:0 .6rem .8rem;page-break-inside:avoid}.admonition :last-child,div.admonition :last-child{margin-bottom:0}.admonition p.admonition-title~*,div.admonition p.admonition-title~*{margin-left:1.4rem;margin-right:1.4rem}.admonition>ol,.admonition>ul,div.admonition>ol,div.admonition>ul{margin-left:1em}.admonition>.admonition-title,div.admonition>.admonition-title{background-color:var(--pst-color-info-bg);font-weight:var(--pst-admonition-font-weight-heading);margin:0 -.6rem;padding:.4rem .6rem .4rem 2rem;position:relative;z-index:1}.admonition>.admonition-title:before,div.admonition>.admonition-title:before{content:"";height:100%;left:0;pointer-events:none;position:absolute;top:0;width:100%;z-index:-1}.admonition>.admonition-title:after,div.admonition>.admonition-title:after{color:var(--pst-color-info);content:var(--pst-icon-admonition-default);font:var(--fa-font-solid);height:1rem;left:.5rem;line-height:inherit;opacity:1;position:absolute;width:1rem}.admonition>.admonition-title+*,div.admonition>.admonition-title+*{margin-top:.4em}.admonition.attention,div.admonition.attention{border-color:var(--pst-color-attention)}.admonition.attention>.admonition-title,div.admonition.attention>.admonition-title{background-color:var(--pst-color-attention-bg)}.admonition.attention>.admonition-title:after,div.admonition.attention>.admonition-title:after{color:var(--pst-color-attention);content:var(--pst-icon-admonition-attention)}.admonition.caution,div.admonition.caution{border-color:var(--pst-color-warning)}.admonition.caution>.admonition-title,div.admonition.caution>.admonition-title{background-color:var(--pst-color-warning-bg)}.admonition.caution>.admonition-title:after,div.admonition.caution>.admonition-title:after{color:var(--pst-color-warning);content:var(--pst-icon-admonition-caution)}.admonition.warning,div.admonition.warning{border-color:var(--pst-color-warning)}.admonition.warning>.admonition-title,div.admonition.warning>.admonition-title{background-color:var(--pst-color-warning-bg)}.admonition.warning>.admonition-title:after,div.admonition.warning>.admonition-title:after{color:var(--pst-color-warning);content:var(--pst-icon-admonition-warning)}.admonition.danger,div.admonition.danger{border-color:var(--pst-color-danger)}.admonition.danger>.admonition-title,div.admonition.danger>.admonition-title{background-color:var(--pst-color-danger-bg)}.admonition.danger>.admonition-title:after,div.admonition.danger>.admonition-title:after{color:var(--pst-color-danger);content:var(--pst-icon-admonition-danger)}.admonition.error,div.admonition.error{border-color:var(--pst-color-danger)}.admonition.error>.admonition-title,div.admonition.error>.admonition-title{background-color:var(--pst-color-danger-bg)}.admonition.error>.admonition-title:after,div.admonition.error>.admonition-title:after{color:var(--pst-color-danger);content:var(--pst-icon-admonition-error)}.admonition.hint,div.admonition.hint{border-color:var(--pst-color-success)}.admonition.hint>.admonition-title,div.admonition.hint>.admonition-title{background-color:var(--pst-color-success-bg)}.admonition.hint>.admonition-title:after,div.admonition.hint>.admonition-title:after{color:var(--pst-color-success);content:var(--pst-icon-admonition-hint)}.admonition.tip,div.admonition.tip{border-color:var(--pst-color-success)}.admonition.tip>.admonition-title,div.admonition.tip>.admonition-title{background-color:var(--pst-color-success-bg)}.admonition.tip>.admonition-title:after,div.admonition.tip>.admonition-title:after{color:var(--pst-color-success);content:var(--pst-icon-admonition-tip)}.admonition.important,div.admonition.important{border-color:var(--pst-color-attention)}.admonition.important>.admonition-title,div.admonition.important>.admonition-title{background-color:var(--pst-color-attention-bg)}.admonition.important>.admonition-title:after,div.admonition.important>.admonition-title:after{color:var(--pst-color-attention);content:var(--pst-icon-admonition-important)}.admonition.note,div.admonition.note{border-color:var(--pst-color-info)}.admonition.note>.admonition-title,div.admonition.note>.admonition-title{background-color:var(--pst-color-info-bg)}.admonition.note>.admonition-title:after,div.admonition.note>.admonition-title:after{color:var(--pst-color-info);content:var(--pst-icon-admonition-note)}.admonition.seealso,div.admonition.seealso{border-color:var(--pst-color-success)}.admonition.seealso>.admonition-title,div.admonition.seealso>.admonition-title{background-color:var(--pst-color-success-bg)}.admonition.seealso>.admonition-title:after,div.admonition.seealso>.admonition-title:after{color:var(--pst-color-success);content:var(--pst-icon-admonition-seealso)}.admonition.admonition-todo,div.admonition.admonition-todo{border-color:var(--pst-color-secondary)}.admonition.admonition-todo>.admonition-title,div.admonition.admonition-todo>.admonition-title{background-color:var(--pst-color-secondary-bg)}.admonition.admonition-todo>.admonition-title:after,div.admonition.admonition-todo>.admonition-title:after{color:var(--pst-color-secondary);content:var(--pst-icon-admonition-todo)}.admonition.sidebar,div.admonition.sidebar{border-width:0 0 0 .2rem;clear:both;float:right;margin-left:.5rem;margin-top:0;max-width:40%}.admonition.sidebar.attention,.admonition.sidebar.important,div.admonition.sidebar.attention,div.admonition.sidebar.important{border-color:var(--pst-color-attention)}.admonition.sidebar.caution,.admonition.sidebar.warning,div.admonition.sidebar.caution,div.admonition.sidebar.warning{border-color:var(--pst-color-warning)}.admonition.sidebar.danger,.admonition.sidebar.error,div.admonition.sidebar.danger,div.admonition.sidebar.error{border-color:var(--pst-color-danger)}.admonition.sidebar.hint,.admonition.sidebar.seealso,.admonition.sidebar.tip,div.admonition.sidebar.hint,div.admonition.sidebar.seealso,div.admonition.sidebar.tip{border-color:var(--pst-color-success)}.admonition.sidebar.note,.admonition.sidebar.todo,div.admonition.sidebar.note,div.admonition.sidebar.todo{border-color:var(--pst-color-info)}.admonition.sidebar p.admonition-title~*,div.admonition.sidebar p.admonition-title~*{margin-left:0;margin-right:0}aside.topic,div.topic,div.topic.contents,nav.contents{background-color:var(--pst-color-surface);border-color:var(--pst-color-border);border-radius:.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;display:flex;flex-direction:column;padding:1rem 1.25rem}aside.topic .topic-title,div.topic .topic-title,div.topic.contents .topic-title,nav.contents .topic-title{margin:0 0 .5rem}aside.topic p,div.topic p,div.topic.contents p,nav.contents p{color:var(--pst-color-on-surface)!important}aside.topic ul.simple,div.topic ul.simple,div.topic.contents ul.simple,nav.contents ul.simple{padding-left:1rem}aside.topic ul.simple ul,div.topic ul.simple ul,div.topic.contents ul.simple ul,nav.contents ul.simple ul{padding-left:2em}aside.sidebar{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem;margin-left:.5rem;padding:0}aside.sidebar>:last-child{padding-bottom:1rem}aside.sidebar p.sidebar-title{border-bottom:1px solid var(--pst-color-border);font-family:var(--pst-font-family-heading);font-weight:var(--pst-admonition-font-weight-heading);margin-bottom:0;padding-bottom:.5rem;padding-top:.5rem;position:relative}aside.sidebar>:not(.sidebar-title):first-child,aside.sidebar>p.sidebar-title+*{margin-top:1rem}aside.sidebar>*{padding-left:1rem;padding-right:1rem}p.rubric{display:flex;flex-direction:column}.seealso dd{margin-bottom:0;margin-top:0}table.field-list{border-collapse:separate;border-spacing:10px;margin-left:1px}table.field-list th.field-name{background-color:var(--pst-color-surface);padding:1px 8px 1px 5px;white-space:nowrap}table.field-list td.field-body p{font-style:italic}table.field-list td.field-body p>strong{font-style:normal}table.field-list td.field-body blockquote{border-left:none;margin:0 0 .3em;padding-left:30px}.table.autosummary td:first-child{white-space:nowrap}.sig{font-family:var(--pst-font-family-monospace)}.sig-inline.c-texpr,.sig-inline.cpp-texpr{font-family:unset}.sig.c .k,.sig.c .kt,.sig.c .m,.sig.c .s,.sig.c .sc,.sig.cpp .k,.sig.cpp .kt,.sig.cpp .m,.sig.cpp .s,.sig.cpp .sc{color:var(--pst-color-text-base)}.sig-name{color:var(--pst-color-inline-code)}.sig-param .default_value,.sig-param .o{color:var(--pst-color-text-muted);font-weight:400}dt:target,span.highlighted{background-color:var(--pst-color-target)}.viewcode-back{font-family:var(--pst-font-family-base)}.viewcode-block:target{background-color:var(--pst-color-target);border-bottom:1px solid var(--pst-color-border);border-top:1px solid var(--pst-color-border);position:relative}dl>dt>a:has(.viewcode-link){float:right}dl>dt>a:has(.viewcode-link) .viewcode-link{float:none}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple){margin-bottom:3rem}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dd{margin-left:2rem}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dd>dl.simple>dt{display:flex}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dl.field-list{display:grid;grid-template-columns:unset}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dt.field-even,dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dt.field-odd{background-color:var(--pst-color-surface);margin-bottom:.1rem;margin-top:.2rem}div.highlight,div.literal-block-wrapper,div[class*=highlight-]{border-radius:.25rem;break-inside:avoid;display:flex;flex-direction:column;width:unset}div.literal-block-wrapper{border:1px solid var(--pst-color-border);border-radius:.25rem}div.literal-block-wrapper div.code-block-caption{border-bottom:1px solid var(--pst-color-border);font-size:1rem;font-weight:var(--pst-font-weight-caption);margin:0;padding:.5rem}div.literal-block-wrapper div.code-block-caption a.headerlink{font-size:inherit}div.literal-block-wrapper div[class*=highlight-]{border-radius:0;margin:0}div.literal-block-wrapper div[class*=highlight-] pre{border:none;box-shadow:none}code.literal{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem;padding:.1rem .25rem}a>code{color:var(--pst-color-inline-code-links)}html[data-theme=light] .highlight .nf{color:#0078a1!important}span.linenos{opacity:.8!important}figure>a,figure>a>img,figure>img,figure>video{display:block;margin-left:auto;margin-right:auto}figure a.headerlink{font-size:inherit;position:absolute}figure:hover a.headerlink{visibility:visible}figure figcaption{color:var(--pst-color-text-muted);font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-caption);margin-left:auto;margin-right:auto;margin-top:.3rem;text-align:center}figure figcaption>p:last-child{margin-bottom:0}figure figcaption p{display:inline-block;text-align:start}figure figcaption table.table{margin-left:auto;margin-right:auto;width:fit-content}dt.label>span.brackets:not(:only-child):before{content:"["}dt.label>span.brackets:not(:only-child):after{content:"]"}a.footnote-reference{font-size:small;vertical-align:super}aside.footnote{margin-bottom:.5rem}aside.footnote:last-child{margin-bottom:1rem}aside.footnote span.backrefs,aside.footnote span.label{font-weight:700}aside.footnote:target{background-color:var(--pst-color-target)}div.doctest>div.highlight span.gp,span.linenos,table.highlighttable td.linenos{user-select:none}dd{margin-bottom:10px;margin-left:30px;margin-top:3px}ol,ul{padding-inline-start:2rem}ol li>p:first-child,ul li>p:first-child{margin-bottom:.25rem;margin-top:.25rem}blockquote{background-color:var(--pst-color-surface);border-left:.25em solid var(--pst-color-blockquote-notch);border-radius:.25rem;color:var(--pst-color-text-muted);padding:1em;position:relative}blockquote p{color:var(--pst-color-text-base)}blockquote .line-block{margin:0}blockquote p:last-child{margin-bottom:0}blockquote:before{content:"";height:100%;left:0;pointer-events:none;position:absolute;top:0;width:100%}blockquote a{color:var(--pst-color-inline-code-links)}blockquote:before{z-index:-1}span.guilabel{background-color:var(--pst-color-info-bg);border:1px solid var(--pst-color-info);border-radius:4px;font-size:80%;font-weight:700;margin:auto 2px;padding:2.4px 6px;position:relative}span.guilabel:before{content:"";height:100%;left:0;pointer-events:none;position:absolute;top:0;width:100%;z-index:-1}a.reference.download:before{color:var(--pst-color-text-muted);content:var(--pst-icon-download);font:var(--fa-font-solid);font-size:.8em;padding:0 .25em}table{border:1px solid var(--pst-color-table-outer-border);color:var(--pst-color-table);margin-left:auto;margin-right:auto}table td~td,table td~th,table th~td,table th~th{border-left:1px solid var(--pst-color-table-inner-border)}table thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}table tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}table tbody tr:nth-child(2n){background-color:var(--pst-color-table-row-zebra-high-bg)}table tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}table.table-right{margin-right:0}table.table-left{margin-left:0}table caption{caption-side:top;color:var(--pst-color-text-muted);text-align:center}td.text-left,th.text-left{text-align:left}td.text-right,th.text-right{text-align:right}td.text-center,th.text-center{text-align:center}.table{--bs-table-bg:transparent;--bs-table-color:var( --pst-color-text-base );border:1px solid var(--pst-color-table-outer-border);color:var(--pst-color-table)}.table td~td,.table td~th,.table th~td,.table th~th{border-left:1px solid var(--pst-color-table-inner-border)}.table thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.table tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.table tbody tr:nth-child(2n){background-color:var(--pst-color-table-row-zebra-high-bg)}.table tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}.pst-scrollable-table-container{overflow-x:auto}.toctree-wrapper p.caption{font-size:1.5em;margin-bottom:0}.toctree-wrapper>ul{padding-left:0}.toctree-wrapper li[class^=toctree-l]{list-style:none;margin-bottom:.2em}.toctree-wrapper li[class^=toctree-l]>a{font-size:1.1em;list-style:none}.toctree-wrapper li[class^=toctree-l]>ul{list-style:none;padding-inline-start:1.5em}.toctree-wrapper .toctree-l1>a{font-size:1.3em}div.topic.contents ul.simple,nav.contents ul.simple{list-style:none;padding-left:0}div.math,span.math{align-items:center;display:flex;max-width:100%;overflow:hidden}span.math{display:inline-flex}div.math{flex-direction:row-reverse;gap:.5em}div.math span.eqno a.headerlink{font-size:1em;position:relative}div.math mjx-container{flex-grow:1;overflow:auto;padding-bottom:.2rem}div.math mjx-container mjx-assistive-mml{height:0}.ablog-sidebar-item h2,.ablog-sidebar-item h3{font-size:var(--pst-sidebar-header-font-size);margin-top:.5rem}.ablog-sidebar-item h2 a,.ablog-sidebar-item h3 a{color:var(--pst-color-text-base)}.ablog-sidebar-item ul{display:flex;flex-direction:column;gap:.5em;list-style:none;margin-bottom:0;overflow-y:hidden;padding-left:0}.ablog-sidebar-item ul.ablog-cloud{flex-flow:row wrap;gap:.5rem}.ablog-sidebar-item ul.ablog-cloud li{align-items:center;display:flex}.ablog__prev-next{display:flex;font-size:1.2em;padding:1rem 0}.ablog__prev-next>span{display:flex;max-width:45%}.ablog__prev-next>span a{align-items:center;display:flex;gap:1rem;line-height:1.5rem;margin-left:auto}.ablog__prev-next>span a i:before{color:var(--pst-color-text-base)}.ablog__prev-next span.ablog__prev i.fa-arrow-circle-left:before{content:var(--pst-icon-angle-left)}.ablog__prev-next span.ablog__spacer{display:none}.ablog__prev-next span.ablog__next{margin-left:auto;text-align:right}.ablog__prev-next span.ablog__next i.fa-arrow-circle-right:before{content:var(--pst-icon-angle-right)}.ablog__collection,.postlist{padding-left:0}.ablog__collection .ablog-post,.postlist .ablog-post{list-style:none}.ablog__collection .ablog-post .ablog-archive,.postlist .ablog-post .ablog-archive{display:flex;flex-flow:row wrap;font-size:.75rem;gap:1rem;list-style:none;padding-left:0}.ablog__collection .ablog-post .ablog-post-title,.postlist .ablog-post .ablog-post-title{font-size:1.25rem;margin-top:0}.ablog__collection .ablog-post .ablog-post-title a,.postlist .ablog-post .ablog-post-title a{font-weight:700}.ablog__collection .ablog-post .ablog-post-expand,.postlist .ablog-post .ablog-post-expand{margin-bottom:.5rem}.docutils.container{margin-left:unset;margin-right:unset;max-width:unset;padding-left:unset;padding-right:unset;width:unset}.btn{--bs-btn-focus-box-shadow:0 0 0 0.1875rem var(--pst-color-accent)}div.highlight button.copybtn{align-items:center;background-color:var(--pst-color-surface);border:none;display:flex;justify-content:center}div.highlight button.copybtn:not(.success){color:var(--pst-color-muted)}div.highlight button.copybtn:hover:not(.success){background-color:var(--pst-color-shadow);color:var(--pst-color-text)}div.highlight button.copybtn.o-tooltip--left:after{background-color:var(--pst-color-surface);color:var(--pst-color-text)}div.highlight button.copybtn:focus{opacity:1}div.highlight button.copybtn:focus-visible{outline:var(--pst-color-accent) solid .1875rem}div.highlight:has(button.copybtn){min-height:2em}#ethical-ad-placement .ethical-footer a,#ethical-ad-placement .ethical-footer a:active,#ethical-ad-placement .ethical-footer a:hover,#ethical-ad-placement .ethical-footer a:visited,#ethical-ad-placement .ethical-sidebar a,#ethical-ad-placement .ethical-sidebar a:active,#ethical-ad-placement .ethical-sidebar a:hover,#ethical-ad-placement .ethical-sidebar a:visited{color:var(--pst-color-text-base)}#ethical-ad-placement .ethical-footer,#ethical-ad-placement .ethical-sidebar{background-color:var(--pst-color-background);border:1px solid var(--pst-color-border);border-radius:5px;color:var(--pst-color-text-base);font-size:14px;line-height:20px}.bd-content div.jupyter_container{background-color:unset;border:none;box-shadow:none}.bd-content div.jupyter_container div.highlight,.bd-content div.jupyter_container div.output{border-radius:.25rem}.bd-content div.jupyter_container div.highlight{background-color:var(--pst-color-surface)}.bd-content div.jupyter_container .cell_input,.bd-content div.jupyter_container .cell_output{border-radius:.25rem}.bd-content div.jupyter_container .cell_input pre,.bd-content div.jupyter_container .cell_output pre{padding:1rem}.xr-wrap[hidden]{display:block!important}.jp-OutputArea-output.lm-Widget{overflow:auto}:root{--pst-teal-50:#f4fbfc;--pst-teal-100:#e9f6f8;--pst-teal-200:#d0ecf1;--pst-teal-300:#abdde6;--pst-teal-400:#3fb1c5;--pst-teal-500:#0a7d91;--pst-teal-600:#085d6c;--pst-teal-700:#064752;--pst-teal-800:#042c33;--pst-teal-900:#021b1f;--pst-violet-50:#f4eefb;--pst-violet-100:#e0c7ff;--pst-violet-200:#d5b4fd;--pst-violet-300:#b780ff;--pst-violet-400:#9c5ffd;--pst-violet-500:#8045e5;--pst-violet-600:#6432bd;--pst-violet-700:#4b258f;--pst-violet-800:#341a61;--pst-violet-900:#1e0e39;--pst-gray-50:#f9f9fa;--pst-gray-100:#f3f4f5;--pst-gray-200:#e5e7ea;--pst-gray-300:#d1d5da;--pst-gray-400:#9ca4af;--pst-gray-500:#677384;--pst-gray-600:#48566b;--pst-gray-700:#29313d;--pst-gray-800:#222832;--pst-gray-900:#14181e;--pst-pink-50:#fcf8fd;--pst-pink-100:#fcf0fa;--pst-pink-200:#f8dff5;--pst-pink-300:#f3c7ee;--pst-pink-400:#e47fd7;--pst-pink-500:#c132af;--pst-pink-600:#912583;--pst-pink-700:#6e1c64;--pst-pink-800:#46123f;--pst-pink-900:#2b0b27;--pst-foundation-white:#fff;--pst-foundation-black:#14181e}html:not([data-theme]){--pst-color-primary:#0a7d91;--pst-color-primary-bg:#d0ecf1;--pst-color-secondary:#8045e5;--pst-color-secondary-bg:#e0c7ff;--pst-color-accent:#c132af;--pst-color-accent-bg:#f8dff5;--pst-color-info:#276be9;--pst-color-info-bg:#dce7fc;--pst-color-warning:#f66a0a;--pst-color-warning-bg:#f8e3d0;--pst-color-success:#00843f;--pst-color-success-bg:#d6ece1;--pst-color-attention:var(--pst-color-warning);--pst-color-attention-bg:var(--pst-color-warning-bg);--pst-color-danger:#d72d47;--pst-color-danger-bg:#f9e1e4;--pst-color-text-base:#222832;--pst-color-text-muted:#48566b;--pst-color-heading-color:#fff;--pst-color-shadow:rgba(0,0,0,.1);--pst-color-border:#d1d5da;--pst-color-border-muted:rgba(23,23,26,.2);--pst-color-blockquote-notch:#677384;--pst-color-inline-code:#912583;--pst-color-inline-code-links:#085d6c;--pst-color-target:#f3cf95;--pst-color-table:#14181e;--pst-color-table-row-hover-bg:#b780ff;--pst-color-table-inner-border:#e5e7ea;--pst-color-background:#fff;--pst-color-on-background:#fff;--pst-color-surface:#f3f4f5;--pst-color-on-surface:#222832;--pst-color-link:var(--pst-color-primary);--pst-color-link-hover:var(--pst-color-secondary);--pst-color-table-outer-border:var(--pst-color-surface);--pst-color-table-heading-bg:var(--pst-color-surface);--pst-color-table-row-zebra-high-bg:var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg:var(--pst-color-surface)}html:not([data-theme]) .only-dark,html:not([data-theme]) .only-dark~figcaption{display:none!important}html[data-theme=light]{--pst-color-primary-bg:#d0ecf1;--pst-color-secondary-bg:#e0c7ff;--pst-color-accent:#c132af;--pst-color-accent-bg:#f8dff5;--pst-color-info-bg:#dce7fc;--pst-color-warning-bg:#f8e3d0;--pst-color-success-bg:#d6ece1;--pst-color-attention:var(--pst-color-warning);--pst-color-attention-bg:var(--pst-color-warning-bg);--pst-color-danger-bg:#f9e1e4;--pst-color-text-base:#222832;--pst-color-text-muted:#48566b;--pst-color-heading-color:#fff;--pst-color-shadow:rgba(0,0,0,.1);--pst-color-border:#d1d5da;--pst-color-border-muted:rgba(23,23,26,.2);--pst-color-blockquote-notch:#677384;--pst-color-inline-code:#912583;--pst-color-inline-code-links:#085d6c;--pst-color-target:#f3cf95;--pst-color-table:#14181e;--pst-color-table-row-hover-bg:#b780ff;--pst-color-table-inner-border:#e5e7ea;--pst-color-background:#fff;--pst-color-on-background:#fff;--pst-color-surface:#f3f4f5;--pst-color-on-surface:#222832;--pst-color-link:var(--pst-color-primary);--pst-color-link-hover:var(--pst-color-secondary);--pst-color-table-outer-border:var(--pst-color-surface);--pst-color-table-heading-bg:var(--pst-color-surface);--pst-color-table-row-zebra-high-bg:var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg:var(--pst-color-surface);color-scheme:light}html[data-theme=light] .only-dark,html[data-theme=light] .only-dark~figcaption{display:none!important}html[data-theme=dark]{--pst-color-primary-bg:#042c33;--pst-color-secondary-bg:#341a61;--pst-color-accent:#e47fd7;--pst-color-accent-bg:#46123f;--pst-color-info-bg:#06245d;--pst-color-warning-bg:#652a02;--pst-color-success-bg:#002f17;--pst-color-attention:var(--pst-color-warning);--pst-color-attention-bg:var(--pst-color-warning-bg);--pst-color-danger-bg:#4e111b;--pst-color-text-base:#ced6dd;--pst-color-text-muted:#9ca4af;--pst-color-heading-color:#14181e;--pst-color-shadow:rgba(0,0,0,.2);--pst-color-border:#48566b;--pst-color-border-muted:#29313d;--pst-color-blockquote-notch:#9ca4af;--pst-color-inline-code:#f3c7ee;--pst-color-inline-code-links:#3fb1c5;--pst-color-target:#675c04;--pst-color-table:#fff;--pst-color-table-row-hover-bg:#6432bd;--pst-color-table-inner-border:#364150;--pst-color-background:#14181e;--pst-color-on-background:#222832;--pst-color-surface:#29313d;--pst-color-on-surface:#f3f4f5;--pst-color-link:var(--pst-color-primary);--pst-color-link-hover:var(--pst-color-secondary);--pst-color-table-outer-border:var(--pst-color-surface);--pst-color-table-heading-bg:var(--pst-color-surface);--pst-color-table-row-zebra-high-bg:var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg:var(--pst-color-surface);color-scheme:dark}html[data-theme=dark] .only-light,html[data-theme=dark] .only-light~figcaption{display:none!important}html[data-theme=dark] img:not(.only-dark,.dark-light){filter:brightness(.8) contrast(1.2)}html[data-theme=dark] .bd-content img:not(.only-dark,.dark-light){background-color:#fff;border-radius:.25rem}html[data-theme=dark] .MathJax_SVG *{fill:var(--pst-color-text-base)}.pst-color-primary{color:var(--pst-color-primary)}.pst-color-secondary{color:var(--pst-color-secondary)}.pst-color-accent{color:var(--pst-color-accent)}.pst-color-info{color:var(--pst-color-info)}.pst-color-warning{color:var(--pst-color-warning)}.pst-color-success{color:var(--pst-color-success)}.pst-color-attention{color:var(--pst-color-attention)}.pst-color-danger{color:var(--pst-color-danger)}.pst-color-text-base{color:var(--pst-color-text-base)}.pst-color-text-muted{color:var(--pst-color-text-muted)}.pst-color-heading-color{color:var(--pst-color-heading-color)}.pst-color-shadow{color:var(--pst-color-shadow)}.pst-color-border{color:var(--pst-color-border)}.pst-color-border-muted{color:var(--pst-color-border-muted)}.pst-color-blockquote-notch{color:var(--pst-color-blockquote-notch)}.pst-color-inline-code{color:var(--pst-color-inline-code)}.pst-color-inline-code-links{color:var(--pst-color-inline-code-links)}.pst-color-target{color:var(--pst-color-target)}.pst-color-table{color:var(--pst-color-table)}.pst-color-table-row-hover{color:var(--pst-color-table-row-hover)}.pst-color-table-inner-border{color:var(--pst-color-table-inner-border)}.pst-color-background{color:var(--pst-color-background)}.pst-color-on-background{color:var(--pst-color-on-background)}.pst-color-surface{color:var(--pst-color-surface)}.pst-color-on-surface{color:var(--pst-color-on-surface)}html[data-theme=light]{--pst-color-primary:#0a7d91;--pst-color-primary-text:#fff;--pst-color-primary-highlight:#053f49;--sd-color-primary:var(--pst-color-primary);--sd-color-primary-text:var(--pst-color-primary-text);--sd-color-primary-highlight:var(--pst-color-primary-highlight);--sd-color-primary-bg:#d0ecf1;--sd-color-primary-bg-text:#14181e;--pst-color-secondary:#8045e5;--pst-color-secondary-text:#fff;--pst-color-secondary-highlight:#591bc2;--sd-color-secondary:var(--pst-color-secondary);--sd-color-secondary-text:var(--pst-color-secondary-text);--sd-color-secondary-highlight:var(--pst-color-secondary-highlight);--sd-color-secondary-bg:#e0c7ff;--sd-color-secondary-bg-text:#14181e;--pst-color-success:#00843f;--pst-color-success-text:#fff;--pst-color-success-highlight:#00381a;--sd-color-success:var(--pst-color-success);--sd-color-success-text:var(--pst-color-success-text);--sd-color-success-highlight:var(--pst-color-success-highlight);--sd-color-success-bg:#d6ece1;--sd-color-success-bg-text:#14181e;--pst-color-info:#276be9;--pst-color-info-text:#fff;--pst-color-info-highlight:#124ab1;--sd-color-info:var(--pst-color-info);--sd-color-info-text:var(--pst-color-info-text);--sd-color-info-highlight:var(--pst-color-info-highlight);--sd-color-info-bg:#dce7fc;--sd-color-info-bg-text:#14181e;--pst-color-warning:#f66a0a;--pst-color-warning-text:#14181e;--pst-color-warning-highlight:#ad4a06;--sd-color-warning:var(--pst-color-warning);--sd-color-warning-text:var(--pst-color-warning-text);--sd-color-warning-highlight:var(--pst-color-warning-highlight);--sd-color-warning-bg:#f8e3d0;--sd-color-warning-bg-text:#14181e;--pst-color-danger:#d72d47;--pst-color-danger-text:#fff;--pst-color-danger-highlight:#9a1d30;--sd-color-danger:var(--pst-color-danger);--sd-color-danger-text:var(--pst-color-danger-text);--sd-color-danger-highlight:var(--pst-color-danger-highlight);--sd-color-danger-bg:#f9e1e4;--sd-color-danger-bg-text:#14181e;--pst-color-light:#f3f4f5;--pst-color-light-text:#14181e;--pst-color-light-highlight:#c9ced2;--sd-color-light:var(--pst-color-light);--sd-color-light-text:var(--pst-color-light-text);--sd-color-light-highlight:var(--pst-color-light-highlight);--sd-color-light-bg:#f7f7f8;--sd-color-light-bg-text:#14181e;--pst-color-muted:#29313d;--pst-color-muted-text:#fff;--pst-color-muted-highlight:#0a0c0f;--sd-color-muted:var(--pst-color-muted);--sd-color-muted-text:var(--pst-color-muted-text);--sd-color-muted-highlight:var(--pst-color-muted-highlight);--sd-color-muted-bg:#5a6c86;--sd-color-muted-bg-text:#fff;--pst-color-dark:#222832;--pst-color-dark-text:#fff;--pst-color-dark-highlight:#030404;--sd-color-dark:var(--pst-color-dark);--sd-color-dark-text:var(--pst-color-dark-text);--sd-color-dark-highlight:var(--pst-color-dark-highlight);--pst-color-black:#14181e;--pst-color-black-text:#fff;--pst-color-black-highlight:#000;--sd-color-black:var(--pst-color-black);--sd-color-black-text:var(--pst-color-black-text);--sd-color-black-highlight:var(--pst-color-black-highlight);--pst-color-white:#fff;--pst-color-white-text:#14181e;--pst-color-white-highlight:#d9d9d9;--sd-color-white:var(--pst-color-white);--sd-color-white-text:var(--pst-color-white-text);--sd-color-white-highlight:var(--pst-color-white-highlight)}html[data-theme=dark]{--pst-color-primary:#3fb1c5;--pst-color-primary-text:#14181e;--pst-color-primary-highlight:#2b7e8d;--sd-color-primary:var(--pst-color-primary);--sd-color-primary-text:var(--pst-color-primary-text);--sd-color-primary-highlight:var(--pst-color-primary-highlight);--sd-color-primary-bg:#042c33;--sd-color-primary-bg-text:#fff;--pst-color-secondary:#9c5ffd;--pst-color-secondary-text:#14181e;--pst-color-secondary-highlight:#6d13fc;--sd-color-secondary:var(--pst-color-secondary);--sd-color-secondary-text:var(--pst-color-secondary-text);--sd-color-secondary-highlight:var(--pst-color-secondary-highlight);--sd-color-secondary-bg:#341a61;--sd-color-secondary-bg-text:#fff;--pst-color-success:#5fb488;--pst-color-success-text:#14181e;--pst-color-success-highlight:#3f8762;--sd-color-success:var(--pst-color-success);--sd-color-success-text:var(--pst-color-success-text);--sd-color-success-highlight:var(--pst-color-success-highlight);--sd-color-success-bg:#002f17;--sd-color-success-bg-text:#fff;--pst-color-info:#79a3f2;--pst-color-info-text:#14181e;--pst-color-info-highlight:#3373eb;--sd-color-info:var(--pst-color-info);--sd-color-info-text:var(--pst-color-info-text);--sd-color-info-highlight:var(--pst-color-info-highlight);--sd-color-info-bg:#06245d;--sd-color-info-bg-text:#fff;--pst-color-warning:#ff9245;--pst-color-warning-text:#14181e;--pst-color-warning-highlight:#f86600;--sd-color-warning:var(--pst-color-warning);--sd-color-warning-text:var(--pst-color-warning-text);--sd-color-warning-highlight:var(--pst-color-warning-highlight);--sd-color-warning-bg:#652a02;--sd-color-warning-bg-text:#fff;--pst-color-danger:#e78894;--pst-color-danger-text:#14181e;--pst-color-danger-highlight:#da485b;--sd-color-danger:var(--pst-color-danger);--sd-color-danger-text:var(--pst-color-danger-text);--sd-color-danger-highlight:var(--pst-color-danger-highlight);--sd-color-danger-bg:#4e111b;--sd-color-danger-bg-text:#fff;--pst-color-light:#f3f4f5;--pst-color-light-text:#14181e;--pst-color-light-highlight:#c9ced2;--sd-color-light:var(--pst-color-light);--sd-color-light-text:var(--pst-color-light-text);--sd-color-light-highlight:var(--pst-color-light-highlight);--sd-color-light-bg:#a3abb2;--sd-color-light-bg-text:#14181e;--pst-color-muted:#f3f4f5;--pst-color-muted-text:#14181e;--pst-color-muted-highlight:#c9ced2;--sd-color-muted:var(--pst-color-muted);--sd-color-muted-text:var(--pst-color-muted-text);--sd-color-muted-highlight:var(--pst-color-muted-highlight);--sd-color-muted-bg:#1d222b;--sd-color-muted-bg-text:#fff;--pst-color-dark:#222832;--pst-color-dark-text:#fff;--pst-color-dark-highlight:#030404;--sd-color-dark:var(--pst-color-dark);--sd-color-dark-text:var(--pst-color-dark-text);--sd-color-dark-highlight:var(--pst-color-dark-highlight);--pst-color-black:#14181e;--pst-color-black-text:#fff;--pst-color-black-highlight:#000;--sd-color-black:var(--pst-color-black);--sd-color-black-text:var(--pst-color-black-text);--sd-color-black-highlight:var(--pst-color-black-highlight);--pst-color-white:#fff;--pst-color-white-text:#14181e;--pst-color-white-highlight:#d9d9d9;--sd-color-white:var(--pst-color-white);--sd-color-white-text:var(--pst-color-white-text);--sd-color-white-highlight:var(--pst-color-white-highlight)}html[data-theme=dark],html[data-theme=light]{--sd-color-card-border:var(--pst-color-border)}html[data-theme=light] .sd-shadow-lg,html[data-theme=light] .sd-shadow-md,html[data-theme=light] .sd-shadow-sm,html[data-theme=light] .sd-shadow-xs{box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important}.bd-content .sd-card{border:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-header{background-color:var(--pst-color-panel-background);border-bottom:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-footer{border-top:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-body,.bd-content .sd-card .sd-card-footer{background-color:var(--pst-color-panel-background)}.bd-content .sd-card .sd-stretched-link:focus-visible{outline:none}.bd-content .sd-card .sd-stretched-link:focus-visible:after{border-radius:.25rem;outline:var(--pst-color-accent) solid .1875rem}.bd-content .sd-card.sd-card-hover:hover{border-color:var(--pst-color-link-hover)}.bd-content .sd-tab-set>input:checked+label{background-color:var(--pst-color-on-background);border-color:var(--pst-color-primary) var(--pst-color-primary) transparent;border-radius:.125rem .125rem 0 0;border-style:solid solid none;border-width:.125rem .125rem 0;color:var(--pst-color-primary);transform:translateY(.125rem)}.bd-content .sd-tab-set>input:focus-visible+label{background-color:var(--pst-color-accent-bg);border:.125rem solid var(--pst-color-accent);border-radius:.125rem;color:var(--pst-color-on-surface)}.bd-content .sd-tab-set>input:not(:checked,:focus-visible)+label:hover{border-color:transparent;color:var(--pst-color-secondary)}.bd-content .sd-tab-set>label{background-color:var(--pst-color-surface);border:.125rem solid transparent;border-radius:.125rem .125rem 0 0;color:var(--pst-color-on-surface);line-height:1.95;margin-inline-end:.25rem;padding:0 .75em}.bd-content .sd-tab-set .sd-tab-content,html[data-theme=dark] .bd-content .sd-tab-set>label{background-color:var(--pst-color-on-background)}.bd-content .sd-tab-set .sd-tab-content{border:.125rem solid var(--pst-color-primary);border-radius:.1875rem;box-shadow:unset;padding:.625rem}details.sd-dropdown{border:0!important;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important}details.sd-dropdown summary.sd-card-header{--pst-sd-dropdown-color:var(--pst-gray-500);--pst-sd-dropdown-bg-color:var(--pst-color-surface);align-items:center;background-color:var(--pst-sd-dropdown-bg-color)!important;border:0!important;border-left:.2rem solid var(--pst-sd-dropdown-color)!important;display:flex;font-weight:600;padding-bottom:.5rem;padding-top:.5rem;position:relative}details.sd-dropdown summary.sd-card-header+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-card-border);border:0}details.sd-dropdown summary.sd-card-header.sd-bg-primary,details.sd-dropdown summary.sd-card-header.sd-bg-primary+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-primary);--pst-sd-dropdown-bg-color:var(--sd-color-primary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-primary{color:var(--sd-color-primary-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-secondary,details.sd-dropdown summary.sd-card-header.sd-bg-secondary+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-secondary);--pst-sd-dropdown-bg-color:var(--sd-color-secondary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-secondary{color:var(--sd-color-secondary-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-success,details.sd-dropdown summary.sd-card-header.sd-bg-success+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-success);--pst-sd-dropdown-bg-color:var(--sd-color-success-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-success{color:var(--sd-color-success-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-info,details.sd-dropdown summary.sd-card-header.sd-bg-info+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-info);--pst-sd-dropdown-bg-color:var(--sd-color-info-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-info{color:var(--sd-color-info-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-warning,details.sd-dropdown summary.sd-card-header.sd-bg-warning+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-warning);--pst-sd-dropdown-bg-color:var(--sd-color-warning-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-warning{color:var(--sd-color-warning-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-danger,details.sd-dropdown summary.sd-card-header.sd-bg-danger+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-danger);--pst-sd-dropdown-bg-color:var(--sd-color-danger-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-danger{color:var(--sd-color-danger-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-light,details.sd-dropdown summary.sd-card-header.sd-bg-light+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-light);--pst-sd-dropdown-bg-color:var(--sd-color-light-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-light{color:var(--sd-color-light-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-muted,details.sd-dropdown summary.sd-card-header.sd-bg-muted+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-muted);--pst-sd-dropdown-bg-color:var(--sd-color-muted-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-muted{color:var(--sd-color-muted-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-dark,details.sd-dropdown summary.sd-card-header.sd-bg-dark+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-dark);--pst-sd-dropdown-bg-color:var(--sd-color-dark-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-dark{color:var(--sd-color-dark-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-black,details.sd-dropdown summary.sd-card-header.sd-bg-black+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-black);--pst-sd-dropdown-bg-color:var(--sd-color-black-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-black{color:var(--sd-color-black-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-white,details.sd-dropdown summary.sd-card-header.sd-bg-white+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-white);--pst-sd-dropdown-bg-color:var(--sd-color-white-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-white{color:var(--sd-color-white-bg-text)!important}details.sd-dropdown summary.sd-card-header:before{content:"";height:100%;left:0;pointer-events:none;position:absolute;top:0;width:100%;z-index:-1}details.sd-dropdown summary.sd-card-header+div.sd-summary-content{background-color:var(--pst-color-on-background);border-bottom-left-radius:calc(.25rem - 1px);border-left:.2rem solid var(--pst-sd-dropdown-color)!important}details.sd-dropdown summary.sd-card-header span.sd-summary-icon{align-items:center;color:var(--pst-sd-dropdown-color)!important;display:inline-flex}details.sd-dropdown summary.sd-card-header span.sd-summary-icon svg{opacity:1}details.sd-dropdown summary.sd-card-header .sd-summary-down,details.sd-dropdown summary.sd-card-header .sd-summary-up{top:.7rem}details.sd-dropdown summary.sd-card-header:focus-visible{outline:var(--pst-color-accent) solid .1875rem;outline-offset:-.1875rem}html .sd-btn{min-width:2.25rem;padding:.3125rem .75rem .4375rem}html .sd-btn:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-decoration-thickness:1px;text-underline-offset:.1578em}html .sd-btn-outline-primary:focus-visible,html .sd-btn-primary:focus-visible{background-color:var(--sd-color-primary)!important;border-color:var(--sd-color-primary)!important;outline:var(--sd-color-primary) solid .1875rem;outline-offset:.1875rem}html .sd-btn-outline-secondary:focus-visible,html .sd-btn-secondary:focus-visible{background-color:var(--sd-color-secondary)!important;border-color:var(--sd-color-secondary)!important;outline:var(--sd-color-secondary) solid .1875rem;outline-offset:.1875rem}html .sd-btn-outline-success:focus-visible,html .sd-btn-success:focus-visible{background-color:var(--sd-color-success)!important;border-color:var(--sd-color-success)!important;outline:var(--sd-color-success) solid .1875rem;outline-offset:.1875rem}html .sd-btn-info:focus-visible,html .sd-btn-outline-info:focus-visible{background-color:var(--sd-color-info)!important;border-color:var(--sd-color-info)!important;outline:var(--sd-color-info) solid .1875rem;outline-offset:.1875rem}html .sd-btn-outline-warning:focus-visible,html .sd-btn-warning:focus-visible{background-color:var(--sd-color-warning)!important;border-color:var(--sd-color-warning)!important;outline:var(--sd-color-warning) solid .1875rem;outline-offset:.1875rem}html .sd-btn-danger:focus-visible,html .sd-btn-outline-danger:focus-visible{background-color:var(--sd-color-danger)!important;border-color:var(--sd-color-danger)!important;outline:var(--sd-color-danger) solid .1875rem;outline-offset:.1875rem}html .sd-btn-light:focus-visible,html .sd-btn-outline-light:focus-visible{background-color:var(--sd-color-light)!important;border-color:var(--sd-color-light)!important;outline:var(--sd-color-light) solid .1875rem;outline-offset:.1875rem}html .sd-btn-muted:focus-visible,html .sd-btn-outline-muted:focus-visible{background-color:var(--sd-color-muted)!important;border-color:var(--sd-color-muted)!important;outline:var(--sd-color-muted) solid .1875rem;outline-offset:.1875rem}html .sd-btn-dark:focus-visible,html .sd-btn-outline-dark:focus-visible{background-color:var(--sd-color-dark)!important;border-color:var(--sd-color-dark)!important;outline:var(--sd-color-dark) solid .1875rem;outline-offset:.1875rem}html .sd-btn-black:focus-visible,html .sd-btn-outline-black:focus-visible{background-color:var(--sd-color-black)!important;border-color:var(--sd-color-black)!important;outline:var(--sd-color-black) solid .1875rem;outline-offset:.1875rem}html .sd-btn-outline-white:focus-visible,html .sd-btn-white:focus-visible{background-color:var(--sd-color-white)!important;border-color:var(--sd-color-white)!important;outline:var(--sd-color-white) solid .1875rem;outline-offset:.1875rem}.bd-content .admonition button.toggle-button{color:inherit}.bd-content .admonition button.toggle-button.toggle-button-hidden .toggle-chevron-right{transform:rotate(90deg);transition:none}.bd-content .admonition button.toggle-button .toggle-chevron-right{transform:rotate(-90deg);transition:none}.bd-content .admonition:focus-within{overflow:visible}.bd-content .admonition:focus-within .admonition-title:focus-within:before{border:.1875rem solid var(--pst-color-accent);border-radius:.1875rem;content:"";height:100%;transform:translateX(-.2rem);width:calc(100% + .2rem)}.bd-content .admonition:focus-within:not(.toggle-hidden) .admonition-title:focus-within:before{border-bottom-left-radius:0;border-bottom-right-radius:0}.bd-content details.toggle-details summary{border-left:3px solid var(--pst-color-primary)}.bd-content details.toggle-details summary .toggle-chevron-right{transform:rotate(90deg);transition:none}.bd-content details.toggle-details[open] .toggle-chevron-right{transform:rotate(-90deg);transition:none}.bd-content details.toggle-details[open] :focus-visible{border-bottom-left-radius:0;border-bottom-right-radius:0}html .jp-RenderedHTMLCommon,html div.rendered_html{margin:.1875rem}html .jp-RenderedHTMLCommon table,html div.rendered_html table{table-layout:auto}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe,.bd-content .nboutput .output_area.rendered_html table.dataframe{border:1px solid var(--pst-color-table-outer-border);color:var(--pst-color-table)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe td~td,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe td~th,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe th~td,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe th~th,.bd-content .nboutput .output_area.rendered_html table.dataframe td~td,.bd-content .nboutput .output_area.rendered_html table.dataframe td~th,.bd-content .nboutput .output_area.rendered_html table.dataframe th~td,.bd-content .nboutput .output_area.rendered_html table.dataframe th~th{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe thead tr,.bd-content .nboutput .output_area.rendered_html table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:nth-child(odd),.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:nth-child(2n),.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:nth-child(2n){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:hover,.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content .nboutput .output_area .widget-subarea,html[data-theme=dark] .bd-content .nboutput .output_area.rendered_html:not(:has(table.dataframe)){background-color:var(--pst-color-text-base);border-radius:.25rem;color:var(--pst-color-on-background);padding:.5rem}html[data-theme=dark] .bd-content .nboutput .output_area.stderr{background-color:var(--pst-color-danger)}div.nblast.container{margin-bottom:1rem}div.cell_output .output{max-width:100%;overflow-x:auto}.bd-content div.cell_output table.dataframe{border:1px solid var(--pst-color-table-outer-border);color:var(--pst-color-table)}.bd-content div.cell_output table.dataframe td~td,.bd-content div.cell_output table.dataframe td~th,.bd-content div.cell_output table.dataframe th~td,.bd-content div.cell_output table.dataframe th~th{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content div.cell_output table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(2n){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content div.cell_output table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content div.cell_output .text_html:not(:has(table.dataframe)),html[data-theme=dark] .bd-content div.cell_output .widget-subarea,html[data-theme=dark] .bd-content div.cell_output img{background-color:var(--pst-color-text-base);border-radius:.25rem;color:var(--pst-color-on-background);padding:.5rem}.bd-content div.cell_input{display:flex;flex-direction:column;justify-content:stretch}.bd-content div.cell_input,.bd-content div.output{border-radius:.25rem}.bd-content div.output table{table-layout:auto}html[data-theme=dark] .bd-content img.leaflet-tile.leaflet-tile-loaded{border-radius:0;padding:0}.bd-search-container div#search-results>h2{font-size:var(--pst-font-size-icon);margin-top:1rem}.bd-search-container div#search-results p.search-summary{color:var(--pst-color-text-muted)}.bd-search-container ul.search{list-style:none;margin:0}.bd-search-container ul.search li{background-image:none;border-top:1px solid var(--pst-color-text-muted);margin:1rem 0;padding:1rem 0}.bd-search-container ul.search li>a{font-size:1.2em}.bd-search-container ul.search li div.context,.bd-search-container ul.search li p.context{color:var(--pst-color-text-base);margin:.5em 0 0}.bd-search-container ul.search li div.context a:before,.bd-search-container ul.search li p.context a:before{color:var(--pst-color-text-muted);content:"#";padding-right:.2em}
+html{--pst-header-height:4rem;--pst-header-article-height:calc(var(--pst-header-height)*2/3);--pst-sidebar-secondary:17rem;--pst-font-size-base:1rem;--pst-font-size-h1:2.5rem;--pst-font-size-h2:2rem;--pst-font-size-h3:1.75rem;--pst-font-size-h4:1.5rem;--pst-font-size-h5:1.25rem;--pst-font-size-h6:1.1rem;--pst-font-size-milli:0.9rem;--pst-sidebar-font-size:0.9rem;--pst-sidebar-font-size-mobile:1.1rem;--pst-sidebar-header-font-size:1.2rem;--pst-sidebar-header-font-weight:600;--pst-admonition-font-weight-heading:600;--pst-font-weight-caption:300;--pst-font-weight-heading:400;--pst-font-family-base-system:-apple-system,"BlinkMacSystemFont","Segoe UI","Helvetica Neue","Arial",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol";--pst-font-family-monospace-system:"SFMono-Regular","Menlo","Consolas","Monaco","Liberation Mono","Lucida Console",monospace;--pst-font-family-base:var(--pst-font-family-base-system);--pst-font-family-heading:var(--pst-font-family-base-system);--pst-font-family-monospace:var(--pst-font-family-monospace-system);--pst-font-size-icon:1.5rem;--pst-icon-check-circle:"";--pst-icon-info-circle:"";--pst-icon-exclamation-triangle:"";--pst-icon-exclamation-circle:"";--pst-icon-times-circle:"";--pst-icon-lightbulb:"";--pst-icon-download:"";--pst-icon-angle-left:"";--pst-icon-angle-right:"";--pst-icon-external-link:"";--pst-icon-search-minus:"";--pst-icon-github:"";--pst-icon-gitlab:"";--pst-icon-share:"";--pst-icon-bell:"";--pst-icon-pencil:"";--pst-breadcrumb-divider:"";--pst-icon-admonition-default:var(--pst-icon-bell);--pst-icon-admonition-note:var(--pst-icon-info-circle);--pst-icon-admonition-attention:var(--pst-icon-exclamation-circle);--pst-icon-admonition-caution:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-warning:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-danger:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-error:var(--pst-icon-times-circle);--pst-icon-admonition-hint:var(--pst-icon-lightbulb);--pst-icon-admonition-tip:var(--pst-icon-lightbulb);--pst-icon-admonition-important:var(--pst-icon-exclamation-circle);--pst-icon-admonition-seealso:var(--pst-icon-share);--pst-icon-admonition-todo:var(--pst-icon-pencil);--pst-icon-versionmodified-default:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-added:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-changed:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-deprecated:var(--pst-icon-exclamation-circle);font-size:var(--pst-font-size-base);scroll-padding-top:calc(var(--pst-header-height) + 1rem)}body{background-color:var(--pst-color-background);color:var(--pst-color-text-base);display:flex;flex-direction:column;font-family:var(--pst-font-family-base);font-weight:400;line-height:1.65;min-height:100vh}body::-webkit-scrollbar-track{background-color:var(--pst-color-background)}p{font-size:1em;margin-bottom:1.15rem}p.rubric{border-bottom:1px solid var(--pst-color-border)}p.centered{text-align:center}a{word-wrap:break-word;color:var(--pst-color-link);text-decoration:underline;text-decoration-thickness:max(1px,.0625rem);text-underline-offset:.1578em}a:hover{color:var(--pst-color-link-hover);text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}a:active,a:visited{color:var(--pst-color-link)}a:visited:hover{color:var(--pst-color-link-hover)}a.headerlink{color:var(--pst-color-secondary);font-size:.8em;margin-left:.2em;opacity:.7;padding:0 4px;text-decoration:none;transition:all .2s ease-out;user-select:none}a.headerlink:hover{opacity:1}a.github:before,a.gitlab:before{color:var(--pst-color-text-muted);font:var(--fa-font-brands);margin-right:.25rem}a.github:before{content:var(--pst-icon-github)}a.gitlab:before{content:var(--pst-icon-gitlab)}h1,h2,h3,h4,h5,h6{font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-heading);line-height:1.15;margin:2.75rem 0 1.05rem}h1{font-size:var(--pst-font-size-h1);margin-top:0}h1,h2{color:var(--pst-heading-color)}h2{font-size:var(--pst-font-size-h2)}h3{font-size:var(--pst-font-size-h3)}h3,h4{color:var(--pst-heading-color)}h4{font-size:var(--pst-font-size-h4)}h5{font-size:var(--pst-font-size-h5)}h5,h6{color:var(--pst-color-text-base)}h6{font-size:var(--pst-font-size-h6)}.text_small,small{font-size:var(--pst-font-size-milli)}hr{border:0;border-top:1px solid var(--pst-color-border)}code,kbd,pre,samp{font-family:var(--pst-font-family-monospace)}kbd{background-color:var(--pst-color-on-background);color:var(--pst-color-text-muted)}kbd:not(.compound){border:1px solid var(--pst-color-border);box-shadow:1px 1px 1px var(--pst-color-shadow);margin:0 .1rem;padding:.1rem .4rem}code{color:var(--pst-color-inline-code)}pre{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem;color:var(--pst-color-text-base);line-height:1.2em;margin:1.5em 0;padding:1rem}pre .linenos{opacity:.8;padding-right:10px}#pst-back-to-top{background-color:var(--pst-color-secondary);border:none;color:var(--pst-color-secondary-text);display:none;left:50vw;position:fixed;top:90vh;transform:translate(-50%);z-index:1080}#pst-back-to-top .fa-arrow-up{margin-inline-end:.5em}#pst-back-to-top:hover{background-color:var(--pst-violet-600);color:var(--pst-color-link-hover);color:var(--pst-color-secondary-text);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-decoration-thickness:1px;text-underline-offset:.1578em}#pst-back-to-top:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem;outline-color:var(--pst-color-secondary);outline-offset:.1875rem}:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem}.skip-link{background-color:var(--pst-color-warning);border-bottom:1px solid var(--pst-color-border);left:0;padding:.5rem;position:fixed;right:0;text-align:center;top:0;transform:translateY(-100%);transition:transform .15s ease-in-out;z-index:1055}.skip-link:focus-within{transform:translateY(0)}.skip-link a{color:var(--pst-color-warning-text)!important}.skip-link a:focus-visible{outline-color:#14181e}.bd-container{display:flex;flex-grow:1;justify-content:center}.bd-container .bd-container__inner{display:flex}.bd-page-width{width:100%}@media(min-width:960px){.bd-page-width{max-width:88rem}}.pst-async-banner-revealer{height:0;overflow:hidden;transition:height .3s ease-in-out}@media(prefers-reduced-motion){.pst-async-banner-revealer{transition:none}}#bd-header-version-warning,.bd-header-announcement{align-items:center;display:flex;justify-content:center;min-height:3rem;padding:.5rem 12.5%;position:relative;text-align:center;width:100%}@media(max-width:959.98px){#bd-header-version-warning,.bd-header-announcement{padding:.5rem 2%}}#bd-header-version-warning p,.bd-header-announcement p{font-weight:700;margin:0}#bd-header-version-warning a,.bd-header-announcement a{color:var(--pst-color-inline-code-links)}#bd-header-version-warning .pst-button-link-to-stable-version,.bd-header-announcement .pst-button-link-to-stable-version{background-color:var(--pst-color-danger);border-color:var(--pst-color-danger);border-radius:.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;color:var(--pst-color-danger-text)}#bd-header-version-warning .pst-button-link-to-stable-version:hover,.bd-header-announcement .pst-button-link-to-stable-version:hover{background-color:var(--pst-color-danger-highlight);border-color:var(--pst-color-danger-highlight);color:var(--pst-color-danger-text)}#bd-header-version-warning .pst-button-link-to-stable-version:focus-visible,.bd-header-announcement .pst-button-link-to-stable-version:focus-visible{outline:.1875rem solid var(--pst-color-danger);outline-offset:.1875rem}.bd-header-announcement{background-color:var(--pst-color-secondary-bg)}#bd-header-version-warning{background-color:var(--pst-color-danger-bg)}.bd-main{display:flex;flex-direction:column;flex-grow:1;min-width:0}.bd-main .bd-content{display:flex;height:100%;justify-content:center}.bd-main .bd-content .bd-article-container{display:flex;flex-direction:column;justify-content:start;max-width:60em;overflow-x:auto;padding:1rem;width:100%}@media(min-width:1200px){.bd-main .bd-content .bd-article-container .bd-article{padding-left:2rem;padding-top:1.5rem}}.bd-footer{border-top:1px solid var(--pst-color-border);width:100%}.bd-footer .bd-footer__inner{display:flex;flex-grow:1;margin:auto;padding:1rem}.bd-footer .footer-items__center,.bd-footer .footer-items__end,.bd-footer .footer-items__start{display:flex;flex-direction:column;flex-grow:1;gap:.5rem;justify-content:center}.bd-footer .footer-items__center{text-align:center}.bd-footer .footer-items__end{text-align:end}.bd-footer .footer-item p{margin-bottom:0}.bd-footer-article{margin-top:auto}.bd-footer-article .footer-article-items{display:flex;flex-direction:column}.bd-footer-content .footer-content-items{display:flex;flex-direction:column;margin-top:auto}.bd-header{background-color:var(--pst-color-on-background)!important;box-shadow:0 .125rem .25rem 0 var(--pst-color-shadow);justify-content:center;max-width:100vw;padding:0;position:sticky;top:0;width:100%;z-index:1030}.bd-header .bd-header__inner{align-items:center;display:flex;height:fit-content;padding-left:1rem;padding-right:1rem}.bd-header :focus-visible{border-radius:.125rem}.bd-header .navbar-item{align-items:center;display:flex;height:var(--pst-header-height);max-height:var(--pst-header-height)}.bd-header .navbar-header-items{display:none;flex-shrink:1}@media(min-width:960px){.bd-header .navbar-header-items{display:inherit;flex-grow:1;padding:0 0 0 .5rem}}.bd-header .navbar-header-items__center,.bd-header .navbar-header-items__end,.bd-header .navbar-header-items__start{align-items:center;display:flex;flex-flow:wrap;row-gap:0}.bd-header .navbar-header-items__center,.bd-header .navbar-header-items__end{column-gap:1rem}.bd-header .navbar-header-items__start{flex-shrink:0;gap:.5rem;margin-right:auto}.bd-header .navbar-header-items__end{justify-content:end}.bd-header ul.navbar-nav{display:flex}@media(min-width:960px){.bd-header ul.navbar-nav{align-items:baseline}}.bd-header ul.navbar-nav>li.nav-item{margin-inline:2px}.bd-header ul.navbar-nav>li.nav-item>.nav-link{color:var(--pst-color-text-muted);padding-inline:6px;position:relative}.bd-header ul.navbar-nav>li.nav-item>.nav-link:before{background-color:transparent;content:"";display:block;inset:0;bottom:calc(max(3px, .1875rem, .12em)*-1);margin:max(3px,.1875rem,.12em) 0;position:absolute}.bd-header ul.navbar-nav>li.nav-item>.nav-link:hover{color:var(--pst-color-secondary);text-decoration:none}.bd-header ul.navbar-nav>li.nav-item>.nav-link:hover:before{border-bottom:max(3px,.1875rem,.12em) solid var(--pst-color-secondary)}.bd-header ul.navbar-nav>li.nav-item>.nav-link:focus-visible{box-shadow:none;outline:3px solid var(--pst-color-accent);outline-offset:3px}.bd-header ul.navbar-nav>li.nav-item.current>.nav-link{color:var(--pst-color-primary)}.bd-header ul.navbar-nav>li.nav-item.current>.nav-link:before{border-bottom:3px solid var(--pst-color-primary)}.bd-header ul.navbar-nav>li.nav-item.dropdown{margin-inline:4px}.bd-header ul.navbar-nav>li.nav-item.dropdown button{padding-inline:8px}.bd-header ul.navbar-nav>li.nav-item.dropdown>.dropdown-toggle{border-radius:.125rem;color:var(--pst-color-text-muted)}.bd-header ul.navbar-nav>li.nav-item.dropdown>.dropdown-toggle:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent)}.bd-header ul.navbar-nav>li.nav-item.dropdown>.dropdown-toggle:hover{box-shadow:0 0 0 .1875rem var(--pst-color-link-hover);color:var(--pst-color-text-base);text-decoration:none}.bd-header ul.navbar-nav li a.nav-link.dropdown-item{color:var(--pst-color-text-muted);text-decoration:none}.bd-header ul.navbar-nav li a.nav-link.dropdown-item:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.bd-header ul.navbar-nav .dropdown button{border:none;display:unset}.bd-header ul.navbar-nav .dropdown button:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.bd-header ul.navbar-nav .dropdown .dropdown-menu{background-color:var(--pst-color-on-background);border:1px solid var(--pst-color-border);box-shadow:0 0 .3rem .1rem var(--pst-color-shadow);margin:.5rem 0;min-width:20rem;padding:.5rem 0;z-index:1070}.bd-header ul.navbar-nav .dropdown .dropdown-menu .dropdown-item{padding:.25rem 1.5rem}.bd-header ul.navbar-nav .dropdown .dropdown-menu .dropdown-item:focus:not(:hover,:active){background-color:inherit}.bd-header ul.navbar-nav .dropdown .dropdown-menu .dropdown-item:focus-visible{z-index:10}.bd-header ul.navbar-nav .dropdown .dropdown-menu:not(.show){display:none}.bd-header button.sidebar-toggle{background-color:inherit;color:var(--pst-color-muted);font-size:var(--pst-font-size-icon);margin-bottom:0;padding:.5rem}.bd-header button.primary-toggle{margin-right:1rem}@media(min-width:960px){.bd-header button.primary-toggle{display:none}}.bd-header button.secondary-toggle{margin-left:1rem}@media(min-width:1200px){.bd-header button.secondary-toggle{display:none}}@media(min-width:960px){.navbar-center-items .navbar-item{display:inline-block}}.nav-link{transition:none}.nav-link:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.nav-link.nav-external:after{content:var(--pst-icon-external-link);font:var(--fa-font-solid);font-size:.75em;margin-left:.3em}.bd-navbar-elements li.nav-item i{font-size:.7rem;padding-left:2px;vertical-align:middle}.navbar-persistent--mobile{margin-left:auto}@media(min-width:960px){.navbar-persistent--mobile{display:none}}.navbar-persistent--container{display:none}@media(min-width:960px){.navbar-persistent--container{display:flex}}.header-article__inner{display:flex;padding:0 .5rem}.header-article__inner .header-article-item{height:var(--pst-header-article-height);min-height:var(--pst-header-article-height)}.header-article__inner .header-article-items__end,.header-article__inner .header-article-items__start{align-items:start;display:flex;gap:.5rem}.header-article__inner .header-article-items__end{margin-left:auto}.bd-sidebar-primary{background-color:var(--pst-color-background);border-right:1px solid var(--pst-color-border);display:flex;flex:0 0 auto;flex-direction:column;font-size:var(--pst-sidebar-font-size-mobile);gap:1rem;max-height:calc(100vh - var(--pst-header-height));overflow-y:auto;padding:2rem 1rem 1rem;position:sticky;top:var(--pst-header-height);width:25%}@media(min-width:960px){.bd-sidebar-primary{font-size:var(--pst-sidebar-font-size)}}.bd-sidebar-primary :focus-visible{border-radius:.125rem}.bd-sidebar-primary .nav-link{font-size:var(--pst-sidebar-font-size-mobile)}.bd-sidebar-primary.no-sidebar{border-right:0}@media(min-width:960px){.bd-sidebar-primary.hide-on-wide{display:none}}.bd-sidebar-primary h1,.bd-sidebar-primary h2,.bd-sidebar-primary h3,.bd-sidebar-primary h4{color:var(--pst-color-text-base)}.bd-sidebar-primary .sidebar-primary-items__end .sidebar-primary-item,.bd-sidebar-primary .sidebar-primary-items__start .sidebar-primary-item{padding:.5rem 0}.bd-sidebar-primary .sidebar-header-items{display:flex;flex-direction:column}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__title{color:var(--pst-color-text-base);font-size:var(--pst-sidebar-header-font-size);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown button{display:none}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu{background-color:inherit;border:none;display:flex;flex-direction:column;font-size:inherit;margin:0;padding:0}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu .dropdown-item:focus,.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu .dropdown-item:hover{background-color:unset}.bd-sidebar-primary .sidebar-header-items .bd-navbar-elements .nav-link:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem;outline-offset:.1875rem}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__center{display:flex;flex-direction:column}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__end{align-items:center;display:flex;gap:1rem}@media(min-width:960px){.bd-sidebar-primary .sidebar-header-items{display:none}}.bd-sidebar-primary .sidebar-primary-items__start{border-top:1px solid var(--pst-color-border)}@media(min-width:960px){.bd-sidebar-primary .sidebar-primary-items__start{border-top:none}}.bd-sidebar-primary .sidebar-primary-items__end{margin-bottom:1em;margin-top:auto}.bd-sidebar-primary .list-caption{list-style:none;padding-left:0}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary{align-items:baseline;display:flex;height:auto;justify-content:space-between;position:relative;width:auto}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary .toctree-toggle{flex:0 0 auto}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary .toctree-toggle .fa-chevron-down{font-size:1rem}.bd-sidebar-primary li.has-children{position:relative}.bd-sidebar-primary li.has-children .caption,.bd-sidebar-primary li.has-children>.reference{margin-right:calc(30px + .1875rem);padding-top:.25rem}.bd-sidebar-primary li.has-children>details>summary{list-style:none}.bd-sidebar-primary li.has-children>details>summary::-webkit-details-marker{display:none}.bd-sidebar-primary li.has-children>details>summary:focus-visible{outline:none}.bd-sidebar-primary li.has-children>details>summary:focus-visible>.toctree-toggle{outline:var(--pst-color-accent) solid .1875rem;outline-offset:-.1875rem}.bd-sidebar-primary li.has-children>details>summary .toctree-toggle{align-items:center;cursor:pointer;display:inline-flex;height:30px;justify-content:center;position:absolute;right:0;top:0;width:30px}.bd-sidebar-primary li.has-children>details>summary .toctree-toggle .fa-chevron-down{font-size:.75rem}.bd-sidebar-primary li.has-children>details[open]>summary .fa-chevron-down{transform:rotate(180deg)}nav.bd-links{margin-right:-1rem}@media(min-width:960px){nav.bd-links{display:block}}nav.bd-links ul{display:block;list-style:none}nav.bd-links ul ul{padding:0 0 0 1rem}nav.bd-links li>a{box-shadow:none;color:var(--pst-color-text-muted);display:block;margin-right:.1875rem;padding:.25rem .65rem;text-decoration:none}nav.bd-links li>a:hover{background-color:transparent;text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}nav.bd-links li>a:active,nav.bd-links li>a:hover{color:var(--pst-color-link-hover)}nav.bd-links li>a:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent);outline:none;z-index:10}nav.bd-links li>a.reference.external:after{content:var(--pst-icon-external-link);font:var(--fa-font-solid);font-size:.75em;margin-left:.3em}nav.bd-links .current>a{background-color:transparent;box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary);color:var(--pst-color-primary);font-weight:600}nav.bd-links .current>a:focus-visible{box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}nav.bd-links p.bd-links__title{font-size:var(--pst-sidebar-header-font-size)}nav.bd-links p.bd-links__title,nav.bd-links p.caption{font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}nav.bd-links p.caption{color:var(--pst-color-text-base);font-size:var(--pst-sidebar-font-size-mobile);margin-top:1.25rem;position:relative}nav.bd-links p.caption:first-child{margin-top:0}@media(min-width:960px){nav.bd-links p.caption{font-size:var(--pst-sidebar-font-size)}}.bd-sidebar-secondary{background-color:var(--pst-color-background);display:flex;flex-direction:column;flex-shrink:0;font-size:var(--pst-sidebar-font-size-mobile);max-height:calc(100vh - var(--pst-header-height));order:2;overflow-y:auto;padding:2rem 1rem 1rem;position:sticky;top:var(--pst-header-height);width:var(--pst-sidebar-secondary)}@media(min-width:1200px){.bd-sidebar-secondary{font-size:var(--pst-sidebar-font-size)}}.sidebar-secondary-item{padding:.5rem}@media(min-width:1200px){.sidebar-secondary-item{border-left:1px solid var(--pst-color-border);padding-left:1rem}}.sidebar-secondary-item i{padding-right:.5rem}input.sidebar-toggle{display:none}label.overlay{background-color:#000;height:0;left:0;opacity:.5;position:fixed;top:0;transition:opacity .2s ease-out;width:0;z-index:1050}input#pst-primary-sidebar-checkbox:checked+label.overlay.overlay-primary,input#pst-secondary-sidebar-checkbox:checked+label.overlay.overlay-secondary{height:100vh;width:100vw}input#pst-primary-sidebar-checkbox:checked~.bd-container .bd-sidebar-primary{margin-left:0;visibility:visible}input#pst-secondary-sidebar-checkbox:checked~.bd-container .bd-sidebar-secondary{margin-right:0;visibility:visible}@media(min-width:960px){.sidebar-toggle.primary-toggle{display:none}input#pst-primary-sidebar-checkbox:checked+label.overlay.overlay-primary{height:0;width:0}.bd-sidebar-primary{margin-left:0;visibility:visible}}@media(max-width:959.98px){.bd-sidebar-primary{flex-grow:.75;height:100vh;left:0;margin-left:-75%;max-height:100vh;max-width:350px;position:fixed;top:0;transition:visibility .2s ease-out,margin .2s ease-out;visibility:hidden;width:75%;z-index:1055}}@media(max-width:1199.98px){.bd-sidebar-secondary{flex-grow:.75;height:100vh;margin-right:-75%;max-height:100vh;max-width:350px;position:fixed;right:0;top:0;transition:visibility .2s ease-out,margin .2s ease-out;visibility:hidden;width:75%;z-index:1055}}ul.bd-breadcrumbs{display:flex;flex-wrap:wrap;font-size:.8rem;list-style:none;padding-left:0}ul.bd-breadcrumbs li.breadcrumb-item{align-items:center;display:flex;font-weight:700}ul.bd-breadcrumbs li.breadcrumb-item a{color:var(--pst-color-text-muted);text-decoration:none}ul.bd-breadcrumbs li.breadcrumb-item a:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}ul.bd-breadcrumbs li.breadcrumb-item:not(.breadcrumb-home):before{color:var(--pst-color-text-muted);content:var(--pst-breadcrumb-divider);font:var(--fa-font-solid);font-size:.8rem;padding:0 .5rem}html .pst-navbar-icon{align-items:center;border:none;border-radius:0;box-sizing:border-box;color:var(--pst-color-text-muted);display:flex;font-size:1rem;height:2.15rem;justify-content:center;line-height:1.65;min-height:24px;min-width:24px;padding:.25rem 0;position:relative}html .pst-navbar-icon:before{background-color:transparent;content:"";display:block;inset:0;bottom:calc(max(3px, .1875rem, .12em)*-1);margin:max(3px,.1875rem,.12em) 0;position:absolute}html .pst-navbar-icon:hover{color:var(--pst-color-secondary);text-decoration:none}html .pst-navbar-icon:hover:before{border-bottom:max(3px,.1875rem,.12em) solid var(--pst-color-secondary)}html .pst-navbar-icon:focus-visible{box-shadow:none;outline:3px solid var(--pst-color-accent);outline-offset:3px}ul.navbar-icon-links{align-items:center;column-gap:1rem;display:flex;flex-flow:row wrap;justify-content:space-evenly;list-style:none;margin-bottom:0;padding-left:0}ul.navbar-icon-links i.fa-brands,ul.navbar-icon-links i.fa-regular,ul.navbar-icon-links i.fa-solid{font-size:var(--pst-font-size-icon);font-style:normal;vertical-align:middle}ul.navbar-icon-links i.fa-square-twitter:before{color:#55acee}ul.navbar-icon-links i.fa-square-gitlab:before{color:#548}ul.navbar-icon-links i.fa-bitbucket:before{color:#0052cc}ul.navbar-icon-links img.icon-link-image{border-radius:.2rem;height:1.5em}ul.navbar-icon-links .fa-pydata{stroke:var(--pst-color-background);stroke-linejoin:round;stroke-width:.35}.navbar-brand{align-items:center;display:flex;flex-shrink:0;gap:.5rem;height:var(--pst-header-height);margin:0;max-height:var(--pst-header-height);padding:.5rem 0;position:relative;width:auto}.navbar-brand p{color:var(--pst-color-text-base);margin-bottom:0}.navbar-brand img{height:100%;max-width:100%;width:auto}.navbar-brand:hover,.navbar-brand:visited:hover{color:var(--pst-color-link-hover);color:var(--pst-color-text-base);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}ul.navbar-nav ul{padding:0 0 0 1rem}ul.navbar-nav li{display:flex;flex-direction:column}ul.navbar-nav li a{align-items:center;color:var(--pst-color-text-muted);display:flex;height:100%;padding-bottom:.25rem;padding-top:.25rem;text-decoration:none}ul.navbar-nav li a:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.page-toc .section-nav{border-bottom:none;padding-left:0}.page-toc .section-nav ul{padding-left:1rem}.page-toc .nav-link{font-size:var(--pst-sidebar-font-size-mobile)}@media(min-width:1200px){.page-toc .nav-link{font-size:var(--pst-sidebar-font-size)}}.page-toc .onthispage{color:var(--pst-color-text-base);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}.prev-next-area{width:100%}.prev-next-area p{color:var(--pst-color-text-muted);line-height:1.3em;margin:0 .3em}.prev-next-area i{font-size:1.2em}.prev-next-area a{align-items:center;border:none;color:var(--pst-color-text-muted);display:flex;max-width:45%;overflow-x:hidden;padding:10px;text-decoration:none}.prev-next-area a p.prev-next-title{word-wrap:break-word;color:var(--pst-color-link);font-size:1.1em;font-weight:var(--pst-admonition-font-weight-heading);text-decoration:underline;text-decoration-thickness:max(1px,.0625rem);text-underline-offset:.1578em}.prev-next-area a p.prev-next-title:hover{color:var(--pst-color-link-hover);text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}.prev-next-area a p.prev-next-title:active,.prev-next-area a p.prev-next-title:visited{color:var(--pst-color-link)}.prev-next-area a p.prev-next-title:visited:hover{color:var(--pst-color-link-hover)}.prev-next-area a:hover p.prev-next-title,.prev-next-area a:visited:hover p.prev-next-title{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.prev-next-area a .prev-next-info{flex-direction:column;margin:0 .5em}.prev-next-area a .prev-next-info .prev-next-subtitle{text-transform:capitalize}.prev-next-area a.left-prev{float:left}.prev-next-area a.right-next{float:right}.prev-next-area a.right-next div.prev-next-info{text-align:right}.bd-search{border:1px solid var(--pst-color-border);border-radius:.25rem;color:var(--pst-color-text-base);gap:.5rem;padding-left:.5rem;position:relative}.bd-search,.bd-search:active{background-color:var(--pst-color-background)}.bd-search:active{color:var(--pst-color-text-muted)}.bd-search .icon{color:var(--pst-color-border);left:25px;position:absolute}.bd-search .fa-solid.fa-magnifying-glass{color:var(--pst-color-text-muted);left:calc(1.25rem - .35em);position:absolute}.bd-search input::placeholder{color:var(--pst-color-text-muted)}.bd-search input::-webkit-search-cancel-button,.bd-search input::-webkit-search-decoration{appearance:none}.bd-search .search-button__kbd-shortcut{color:var(--pst-color-border);display:flex;position:absolute;right:.5rem}.form-control{background-color:var(--pst-color-background);color:var(--pst-color-text-base)}.form-control:focus,.form-control:focus-visible{background-color:var(--pst-color-background);border:none;color:var(--pst-color-text-muted)}.search-button i{font-size:1.3rem}.search-button__overlay,.search-button__search-container{display:none}.search-button__wrapper.show .search-button__search-container{display:flex;left:50%;margin-top:.5rem;max-width:800px;position:fixed;right:1rem;top:30%;transform:translate(-50%,-50%);width:90%;z-index:1055}.search-button__wrapper.show .search-button__overlay{background-color:#000;display:flex;height:100%;left:0;opacity:.5;position:fixed;top:0;width:100%;z-index:1050}.search-button__wrapper.show form.bd-search{flex-grow:1;padding-bottom:0;padding-top:0}.search-button__wrapper.show input,.search-button__wrapper.show svg{font-size:var(--pst-font-size-icon)}.search-button-field{align-items:center;background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:1.5em;color:var(--pst-color-text-muted);display:inline-flex;padding:.5em}.search-button-field:hover{box-shadow:0 0 0 .1875rem var(--pst-color-link-hover)}.search-button-field:focus-visible{border-radius:1.5em}.search-button-field .search-button__default-text{font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);margin-left:.5em;margin-right:.5em}.search-button-field .kbd-shortcut__modifier{font-size:.75em}.search-button-field>*{align-items:center}.search-button-field>:not(svg){display:none}@media(min-width:960px){.search-button-field>:not(svg){display:flex}}div#searchbox p.highlight-link{box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;margin:1rem 0;width:fit-content}@media(min-width:1200px){div#searchbox p.highlight-link{margin-left:2rem}}div#searchbox p.highlight-link a{background-color:var(--pst-color-primary);border-radius:.25rem;color:var(--pst-color-primary-text);font-size:1.25rem;padding:.75rem;text-decoration:none;transition:box-shadow .25s ease-out}div#searchbox p.highlight-link a:hover{box-shadow:inset 0 0 50px 50px rgba(0,0,0,.25)}div#searchbox p.highlight-link a:before{color:unset;content:var(--pst-icon-search-minus);font:var(--fa-font-solid);margin-right:.5rem}.theme-switch-button .theme-switch{display:none}.theme-switch-button .theme-switch:active{color:var(--pst-color-link-hover);text-decoration:none}.theme-switch-button .theme-switch .fa-lg{aspect-ratio:1/1}html[data-mode=auto] .theme-switch-button .theme-switch[data-mode=auto],html[data-mode=dark] .theme-switch-button .theme-switch[data-mode=dark],html[data-mode=light] .theme-switch-button .theme-switch[data-mode=light]{display:inline}button.btn.version-switcher__button{border-color:var(--pst-color-border);color:var(--pst-color-text-base);margin-bottom:1em}@media(min-width:960px){button.btn.version-switcher__button{margin-bottom:unset}}button.btn.version-switcher__button:hover{border-color:transparent;box-shadow:0 0 0 .1875rem var(--pst-color-secondary)}button.btn.version-switcher__button:active{border-color:var(--pst-color-border);color:var(--pst-color-text-base)}button.btn.version-switcher__button:focus-visible{border-color:transparent}.version-switcher__menu{border-color:var(--pst-color-border);border-radius:var(--bs-dropdown-border-radius)}.version-switcher__menu a.list-group-item{background-color:var(--pst-color-on-background);color:var(--pst-color-text-base);padding:.75rem 1.25rem}.version-switcher__menu a.list-group-item:not(:last-child){border-bottom:1px solid var(--pst-color-border)}.version-switcher__menu a.list-group-item:hover{background-color:var(--pst-color-surface);color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-underline-offset:.1578em}.version-switcher__menu a.list-group-item.active{box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary);color:var(--pst-color-primary);font-weight:600;position:relative;z-index:1}.version-switcher__menu a.list-group-item.active:focus-visible{box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}.version-switcher__menu a.list-group-item.active span:before{content:"";height:100%;left:0;position:absolute;top:0;width:100%;z-index:-1}.version-switcher__menu a.list-group-item:focus-visible{z-index:10}.version-switcher__menu,button.version-switcher__button{box-sizing:border-box;font-size:1.1em;min-height:24px;min-width:24px;z-index:1055}@media(min-width:960px){.version-switcher__menu,button.version-switcher__button{font-size:unset}}nav.page-toc{margin-bottom:1rem}.bd-toc .nav .nav{display:none}.bd-toc .nav .nav.visible,.bd-toc .nav>.active>ul,.toc-entry{display:block}.toc-entry a.nav-link,.toc-entry a>code{color:var(--pst-color-text-muted)}.toc-entry a.nav-link{display:block;margin-left:-1rem;padding:.125rem 0 .125rem 1rem;text-decoration:none}.toc-entry a.nav-link:hover{background-color:transparent;text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}.toc-entry a.nav-link:active,.toc-entry a.nav-link:hover{color:var(--pst-color-link-hover)}.toc-entry a.nav-link:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent);outline:none;z-index:10}.toc-entry a.nav-link.active{background-color:transparent;box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary);color:var(--pst-color-primary);font-weight:600}.toc-entry a.nav-link.active:focus-visible{box-shadow:inset max(3px,.1875rem,.12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}.toc-entry a.nav-link.active:hover{color:var(--pst-color-link-hover)}.toc-entry a.nav-link:focus-visible{border-radius:.125rem}div.deprecated,div.versionadded,div.versionchanged{background-color:var(--pst-color-on-background);border-left:.2rem solid;border-color:var(--pst-color-info);border-radius:.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;break-inside:avoid;margin:1.5625em auto;overflow:hidden;padding:0 .6rem;page-break-inside:avoid;position:relative;vertical-align:middle}div.deprecated>p,div.versionadded>p,div.versionchanged>p{margin-bottom:.6rem;margin-top:.6rem}div.versionadded{background-color:var(--pst-color-success-bg);border-color:var(--pst-color-success)}div.versionchanged{background-color:var(--pst-color-warning-bg);border-color:var(--pst-color-warning)}div.deprecated{background-color:var(--pst-color-danger-bg);border-color:var(--pst-color-danger)}span.versionmodified{font-weight:600}span.versionmodified:before{color:var(--pst-color-info);content:var(--pst-icon-versionmodified-default);font:var(--fa-font-solid);margin-right:.6rem}span.versionmodified.added:before{color:var(--pst-color-success);content:var(--pst-icon-versionmodified-added)}span.versionmodified.changed:before{color:var(--pst-color-warning);content:var(--pst-icon-versionmodified-changed)}span.versionmodified.deprecated:before{color:var(--pst-color-danger);content:var(--pst-icon-versionmodified-deprecated)}.sidebar-indices-items{border-top:1px solid var(--pst-color-border);display:flex;flex-direction:column}@media(min-width:960px){.sidebar-indices-items{border-top:none}}.sidebar-indices-items .sidebar-indices-items__title{color:var(--pst-color-text-base);font-size:var(--pst-sidebar-header-font-size);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}.sidebar-indices-items ul.indices-link{list-style:none;margin-right:-1rem;padding:0}.sidebar-indices-items ul.indices-link li>a{color:var(--pst-color-text-muted);display:block;padding:.25rem 0}.sidebar-indices-items ul.indices-link li>a:hover{background-color:transparent;color:var(--pst-color-primary);text-decoration:none}.bd-sidebar-primary div#rtd-footer-container{bottom:-1rem;margin:-1rem;position:sticky}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge{font-family:var(--pst-font-family-base);font-size:.9em;max-width:unset;position:unset}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .rst-current-version{align-items:center;background-color:var(--pst-color-background);border-top:1px solid var(--pst-color-border);color:var(--pst-color-success);display:flex;gap:.2rem;height:2.5rem;transition:background-color .2s ease-out}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-book{color:var(--pst-color-text-muted);margin-right:auto}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-book:after{color:var(--pst-color-text-base);content:"Read The Docs";font-family:var(--pst-font-family-base);font-weight:var(--pst-admonition-font-weight-heading)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-caret-down{color:var(--pst-color-text-muted)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge.shift-up .rst-current-version{border-bottom:1px solid var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions{background-color:var(--pst-color-surface);color:var(--pst-color-text-base)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions dl dd a{color:var(--pst-color-text-muted)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions hr{background-color:var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions small a{color:var(--pst-color-link)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions input{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);padding-left:.5rem}.admonition,div.admonition{background-color:var(--pst-color-on-background);border-left:.2rem solid;border-color:var(--pst-color-info);border-radius:.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;break-inside:avoid;margin:1.5625em auto;overflow:hidden;padding:0 .6rem .8rem;page-break-inside:avoid}.admonition :last-child,div.admonition :last-child{margin-bottom:0}.admonition p.admonition-title~*,div.admonition p.admonition-title~*{margin-left:1.4rem;margin-right:1.4rem}.admonition>ol,.admonition>ul,div.admonition>ol,div.admonition>ul{margin-left:1em}.admonition>.admonition-title,div.admonition>.admonition-title{background-color:var(--pst-color-info-bg);font-weight:var(--pst-admonition-font-weight-heading);margin:0 -.6rem;padding:.4rem .6rem .4rem 2rem;position:relative;z-index:1}.admonition>.admonition-title:before,div.admonition>.admonition-title:before{content:"";height:100%;left:0;pointer-events:none;position:absolute;top:0;width:100%;z-index:-1}.admonition>.admonition-title:after,div.admonition>.admonition-title:after{color:var(--pst-color-info);content:var(--pst-icon-admonition-default);font:var(--fa-font-solid);height:1rem;left:.5rem;line-height:inherit;opacity:1;position:absolute;width:1rem}.admonition>.admonition-title+*,div.admonition>.admonition-title+*{margin-top:.4em}.admonition.attention,div.admonition.attention{border-color:var(--pst-color-attention)}.admonition.attention>.admonition-title,div.admonition.attention>.admonition-title{background-color:var(--pst-color-attention-bg)}.admonition.attention>.admonition-title:after,div.admonition.attention>.admonition-title:after{color:var(--pst-color-attention);content:var(--pst-icon-admonition-attention)}.admonition.caution,div.admonition.caution{border-color:var(--pst-color-warning)}.admonition.caution>.admonition-title,div.admonition.caution>.admonition-title{background-color:var(--pst-color-warning-bg)}.admonition.caution>.admonition-title:after,div.admonition.caution>.admonition-title:after{color:var(--pst-color-warning);content:var(--pst-icon-admonition-caution)}.admonition.warning,div.admonition.warning{border-color:var(--pst-color-warning)}.admonition.warning>.admonition-title,div.admonition.warning>.admonition-title{background-color:var(--pst-color-warning-bg)}.admonition.warning>.admonition-title:after,div.admonition.warning>.admonition-title:after{color:var(--pst-color-warning);content:var(--pst-icon-admonition-warning)}.admonition.danger,div.admonition.danger{border-color:var(--pst-color-danger)}.admonition.danger>.admonition-title,div.admonition.danger>.admonition-title{background-color:var(--pst-color-danger-bg)}.admonition.danger>.admonition-title:after,div.admonition.danger>.admonition-title:after{color:var(--pst-color-danger);content:var(--pst-icon-admonition-danger)}.admonition.error,div.admonition.error{border-color:var(--pst-color-danger)}.admonition.error>.admonition-title,div.admonition.error>.admonition-title{background-color:var(--pst-color-danger-bg)}.admonition.error>.admonition-title:after,div.admonition.error>.admonition-title:after{color:var(--pst-color-danger);content:var(--pst-icon-admonition-error)}.admonition.hint,div.admonition.hint{border-color:var(--pst-color-success)}.admonition.hint>.admonition-title,div.admonition.hint>.admonition-title{background-color:var(--pst-color-success-bg)}.admonition.hint>.admonition-title:after,div.admonition.hint>.admonition-title:after{color:var(--pst-color-success);content:var(--pst-icon-admonition-hint)}.admonition.tip,div.admonition.tip{border-color:var(--pst-color-success)}.admonition.tip>.admonition-title,div.admonition.tip>.admonition-title{background-color:var(--pst-color-success-bg)}.admonition.tip>.admonition-title:after,div.admonition.tip>.admonition-title:after{color:var(--pst-color-success);content:var(--pst-icon-admonition-tip)}.admonition.important,div.admonition.important{border-color:var(--pst-color-attention)}.admonition.important>.admonition-title,div.admonition.important>.admonition-title{background-color:var(--pst-color-attention-bg)}.admonition.important>.admonition-title:after,div.admonition.important>.admonition-title:after{color:var(--pst-color-attention);content:var(--pst-icon-admonition-important)}.admonition.note,div.admonition.note{border-color:var(--pst-color-info)}.admonition.note>.admonition-title,div.admonition.note>.admonition-title{background-color:var(--pst-color-info-bg)}.admonition.note>.admonition-title:after,div.admonition.note>.admonition-title:after{color:var(--pst-color-info);content:var(--pst-icon-admonition-note)}.admonition.seealso,div.admonition.seealso{border-color:var(--pst-color-success)}.admonition.seealso>.admonition-title,div.admonition.seealso>.admonition-title{background-color:var(--pst-color-success-bg)}.admonition.seealso>.admonition-title:after,div.admonition.seealso>.admonition-title:after{color:var(--pst-color-success);content:var(--pst-icon-admonition-seealso)}.admonition.admonition-todo,div.admonition.admonition-todo{border-color:var(--pst-color-secondary)}.admonition.admonition-todo>.admonition-title,div.admonition.admonition-todo>.admonition-title{background-color:var(--pst-color-secondary-bg)}.admonition.admonition-todo>.admonition-title:after,div.admonition.admonition-todo>.admonition-title:after{color:var(--pst-color-secondary);content:var(--pst-icon-admonition-todo)}.admonition.sidebar,div.admonition.sidebar{border-width:0 0 0 .2rem;clear:both;float:right;margin-left:.5rem;margin-top:0;max-width:40%}.admonition.sidebar.attention,.admonition.sidebar.important,div.admonition.sidebar.attention,div.admonition.sidebar.important{border-color:var(--pst-color-attention)}.admonition.sidebar.caution,.admonition.sidebar.warning,div.admonition.sidebar.caution,div.admonition.sidebar.warning{border-color:var(--pst-color-warning)}.admonition.sidebar.danger,.admonition.sidebar.error,div.admonition.sidebar.danger,div.admonition.sidebar.error{border-color:var(--pst-color-danger)}.admonition.sidebar.hint,.admonition.sidebar.seealso,.admonition.sidebar.tip,div.admonition.sidebar.hint,div.admonition.sidebar.seealso,div.admonition.sidebar.tip{border-color:var(--pst-color-success)}.admonition.sidebar.note,.admonition.sidebar.todo,div.admonition.sidebar.note,div.admonition.sidebar.todo{border-color:var(--pst-color-info)}.admonition.sidebar p.admonition-title~*,div.admonition.sidebar p.admonition-title~*{margin-left:0;margin-right:0}aside.topic,div.topic,div.topic.contents,nav.contents{background-color:var(--pst-color-surface);border-color:var(--pst-color-border);border-radius:.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;display:flex;flex-direction:column;padding:1rem 1.25rem}aside.topic .topic-title,div.topic .topic-title,div.topic.contents .topic-title,nav.contents .topic-title{margin:0 0 .5rem}aside.topic p,div.topic p,div.topic.contents p,nav.contents p{color:var(--pst-color-on-surface)!important}aside.topic ul.simple,div.topic ul.simple,div.topic.contents ul.simple,nav.contents ul.simple{padding-left:1rem}aside.topic ul.simple ul,div.topic ul.simple ul,div.topic.contents ul.simple ul,nav.contents ul.simple ul{padding-left:2em}aside.sidebar{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem;margin-left:.5rem;padding:0}aside.sidebar>:last-child{padding-bottom:1rem}aside.sidebar p.sidebar-title{border-bottom:1px solid var(--pst-color-border);font-family:var(--pst-font-family-heading);font-weight:var(--pst-admonition-font-weight-heading);margin-bottom:0;padding-bottom:.5rem;padding-top:.5rem;position:relative}aside.sidebar>:not(.sidebar-title):first-child,aside.sidebar>p.sidebar-title+*{margin-top:1rem}aside.sidebar>*{padding-left:1rem;padding-right:1rem}p.rubric{display:flex;flex-direction:column}.seealso dd{margin-bottom:0;margin-top:0}table.field-list{border-collapse:separate;border-spacing:10px;margin-left:1px}table.field-list th.field-name{background-color:var(--pst-color-surface);padding:1px 8px 1px 5px;white-space:nowrap}table.field-list td.field-body p{font-style:italic}table.field-list td.field-body p>strong{font-style:normal}table.field-list td.field-body blockquote{border-left:none;margin:0 0 .3em;padding-left:30px}.table.autosummary td:first-child{white-space:nowrap}.sig{font-family:var(--pst-font-family-monospace)}.sig-inline.c-texpr,.sig-inline.cpp-texpr{font-family:unset}.sig.c .k,.sig.c .kt,.sig.c .m,.sig.c .s,.sig.c .sc,.sig.cpp .k,.sig.cpp .kt,.sig.cpp .m,.sig.cpp .s,.sig.cpp .sc{color:var(--pst-color-text-base)}.sig-name{color:var(--pst-color-inline-code)}.sig-param .default_value,.sig-param .o{color:var(--pst-color-text-muted);font-weight:400}dt:target,span.highlighted{background-color:var(--pst-color-target)}.viewcode-back{font-family:var(--pst-font-family-base)}.viewcode-block:target{background-color:var(--pst-color-target);border-bottom:1px solid var(--pst-color-border);border-top:1px solid var(--pst-color-border);position:relative}dl>dt>a:has(.viewcode-link){float:right}dl>dt>a:has(.viewcode-link) .viewcode-link{float:none}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple){margin-bottom:3rem}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dd{margin-left:2rem}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dd>dl.simple>dt{display:flex}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dl.field-list{display:grid;grid-template-columns:unset}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dt.field-even,dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dt.field-odd{background-color:var(--pst-color-surface);margin-bottom:.1rem;margin-top:.2rem}div.highlight,div.literal-block-wrapper,div[class*=highlight-]{border-radius:.25rem;break-inside:avoid;display:flex;flex-direction:column;width:unset}div.literal-block-wrapper{border:1px solid var(--pst-color-border);border-radius:.25rem}div.literal-block-wrapper div.code-block-caption{border-bottom:1px solid var(--pst-color-border);font-size:1rem;font-weight:var(--pst-font-weight-caption);margin:0;padding:.5rem}div.literal-block-wrapper div.code-block-caption a.headerlink{font-size:inherit}div.literal-block-wrapper div[class*=highlight-]{border-radius:0;margin:0}div.literal-block-wrapper div[class*=highlight-] pre{border:none;box-shadow:none}code.literal{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem;padding:.1rem .25rem}a>code{color:var(--pst-color-inline-code-links)}html[data-theme=light] .highlight .nf{color:#0078a1!important}span.linenos{opacity:.8!important}figure>a,figure>a>img,figure>img,figure>video{display:block;margin-left:auto;margin-right:auto}figure a.headerlink{font-size:inherit;position:absolute}figure:hover a.headerlink{visibility:visible}figure figcaption{color:var(--pst-color-text-muted);font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-caption);margin-left:auto;margin-right:auto;margin-top:.3rem;text-align:center}figure figcaption>p:last-child{margin-bottom:0}figure figcaption p{display:inline-block;text-align:start}figure figcaption table.table{margin-left:auto;margin-right:auto;width:fit-content}dt.label>span.brackets:not(:only-child):before{content:"["}dt.label>span.brackets:not(:only-child):after{content:"]"}a.footnote-reference{font-size:small;vertical-align:super}aside.footnote{margin-bottom:.5rem}aside.footnote:last-child{margin-bottom:1rem}aside.footnote span.backrefs,aside.footnote span.label{font-weight:700}aside.footnote:target{background-color:var(--pst-color-target)}div.doctest>div.highlight span.gp,span.linenos,table.highlighttable td.linenos{user-select:none}dd{margin-bottom:10px;margin-left:30px;margin-top:3px}ol,ul{padding-inline-start:2rem}ol li>p:first-child,ul li>p:first-child{margin-bottom:.25rem;margin-top:.25rem}blockquote{background-color:var(--pst-color-surface);border-left:.25em solid var(--pst-color-blockquote-notch);border-radius:.25rem;color:var(--pst-color-text-muted);padding:1em;position:relative}blockquote p{color:var(--pst-color-text-base)}blockquote .line-block{margin:0}blockquote p:last-child{margin-bottom:0}blockquote:before{content:"";height:100%;left:0;pointer-events:none;position:absolute;top:0;width:100%}blockquote a{color:var(--pst-color-inline-code-links)}blockquote:before{z-index:-1}span.guilabel{background-color:var(--pst-color-info-bg);border:1px solid var(--pst-color-info);border-radius:4px;font-size:80%;font-weight:700;margin:auto 2px;padding:2.4px 6px;position:relative}span.guilabel:before{content:"";height:100%;left:0;pointer-events:none;position:absolute;top:0;width:100%;z-index:-1}a.reference.download:before{color:var(--pst-color-text-muted);content:var(--pst-icon-download);font:var(--fa-font-solid);font-size:.8em;padding:0 .25em}table{margin-left:auto;margin-right:auto}table.table-right{margin-right:0}table.table-left{margin-left:0}table caption{caption-side:top;color:var(--pst-color-text-muted);text-align:center}td.text-left,th.text-left{text-align:left}td.text-right,th.text-right{text-align:right}td.text-center,th.text-center{text-align:center}.table{--bs-table-bg:transparent;--bs-table-color:var( --pst-color-text-base );border:1px solid var(--pst-color-table-outer-border);color:var(--pst-color-table)}.table td~td,.table td~th,.table th~td,.table th~th{border-left:1px solid var(--pst-color-table-inner-border)}.table thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.table tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.table tbody tr:nth-child(2n){background-color:var(--pst-color-table-row-zebra-high-bg)}.table tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}.pst-scrollable-table-container{overflow-x:auto}.toctree-wrapper p.caption{font-size:1.5em;margin-bottom:0}.toctree-wrapper>ul{padding-left:0}.toctree-wrapper li[class^=toctree-l]{list-style:none;margin-bottom:.2em}.toctree-wrapper li[class^=toctree-l]>a{font-size:1.1em;list-style:none}.toctree-wrapper li[class^=toctree-l]>ul{list-style:none;padding-inline-start:1.5em}.toctree-wrapper .toctree-l1>a{font-size:1.3em}div.topic.contents ul.simple,nav.contents ul.simple{list-style:none;padding-left:0}div.math,span.math{align-items:center;display:flex;max-width:100%;overflow:hidden}span.math{display:inline-flex}div.math{flex-direction:row-reverse;gap:.5em}div.math span.eqno a.headerlink{font-size:1em;position:relative}div.math mjx-container{flex-grow:1;overflow:auto;padding-bottom:.2rem}div.math mjx-container mjx-assistive-mml{height:0}.ablog-sidebar-item h2,.ablog-sidebar-item h3{font-size:var(--pst-sidebar-header-font-size);margin-top:.5rem}.ablog-sidebar-item h2 a,.ablog-sidebar-item h3 a{color:var(--pst-color-text-base)}.ablog-sidebar-item ul{display:flex;flex-direction:column;gap:.5em;list-style:none;margin-bottom:0;overflow-y:hidden;padding-left:0}.ablog-sidebar-item ul.ablog-cloud{flex-flow:row wrap;gap:.5rem}.ablog-sidebar-item ul.ablog-cloud li{align-items:center;display:flex}.ablog__prev-next{display:flex;font-size:1.2em;padding:1rem 0}.ablog__prev-next>span{display:flex;max-width:45%}.ablog__prev-next>span a{align-items:center;display:flex;gap:1rem;line-height:1.5rem;margin-left:auto}.ablog__prev-next>span a i:before{color:var(--pst-color-text-base)}.ablog__prev-next span.ablog__prev i.fa-arrow-circle-left:before{content:var(--pst-icon-angle-left)}.ablog__prev-next span.ablog__spacer{display:none}.ablog__prev-next span.ablog__next{margin-left:auto;text-align:right}.ablog__prev-next span.ablog__next i.fa-arrow-circle-right:before{content:var(--pst-icon-angle-right)}.ablog__collection,.postlist{padding-left:0}.ablog__collection .ablog-post,.postlist .ablog-post{list-style:none}.ablog__collection .ablog-post .ablog-archive,.postlist .ablog-post .ablog-archive{display:flex;flex-flow:row wrap;font-size:.75rem;gap:1rem;list-style:none;padding-left:0}.ablog__collection .ablog-post .ablog-post-title,.postlist .ablog-post .ablog-post-title{font-size:1.25rem;margin-top:0}.ablog__collection .ablog-post .ablog-post-title a,.postlist .ablog-post .ablog-post-title a{font-weight:700}.ablog__collection .ablog-post .ablog-post-expand,.postlist .ablog-post .ablog-post-expand{margin-bottom:.5rem}.docutils.container{margin-left:unset;margin-right:unset;max-width:unset;padding-left:unset;padding-right:unset;width:unset}.btn{--bs-btn-focus-box-shadow:0 0 0 0.1875rem var(--pst-color-accent)}div.highlight button.copybtn{align-items:center;background-color:var(--pst-color-surface);border:none;display:flex;justify-content:center}div.highlight button.copybtn:not(.success){color:var(--pst-color-muted)}div.highlight button.copybtn:hover:not(.success){background-color:var(--pst-color-shadow);color:var(--pst-color-text)}div.highlight button.copybtn.o-tooltip--left:after{background-color:var(--pst-color-surface);color:var(--pst-color-text)}div.highlight button.copybtn:focus{opacity:1}div.highlight button.copybtn:focus-visible{outline:var(--pst-color-accent) solid .1875rem}div.highlight:has(button.copybtn){min-height:2em}#ethical-ad-placement .ethical-footer a,#ethical-ad-placement .ethical-footer a:active,#ethical-ad-placement .ethical-footer a:hover,#ethical-ad-placement .ethical-footer a:visited,#ethical-ad-placement .ethical-sidebar a,#ethical-ad-placement .ethical-sidebar a:active,#ethical-ad-placement .ethical-sidebar a:hover,#ethical-ad-placement .ethical-sidebar a:visited{color:var(--pst-color-text-base)}#ethical-ad-placement .ethical-footer,#ethical-ad-placement .ethical-sidebar{background-color:var(--pst-color-background);border:1px solid var(--pst-color-border);border-radius:5px;color:var(--pst-color-text-base);font-size:14px;line-height:20px}.bd-content div.jupyter_container{background-color:unset;border:none;box-shadow:none}.bd-content div.jupyter_container div.highlight,.bd-content div.jupyter_container div.output{border-radius:.25rem}.bd-content div.jupyter_container div.highlight{background-color:var(--pst-color-surface)}.bd-content div.jupyter_container .cell_input,.bd-content div.jupyter_container .cell_output{border-radius:.25rem}.bd-content div.jupyter_container .cell_input pre,.bd-content div.jupyter_container .cell_output pre{padding:1rem}html[data-theme=dark] div.graphviz>object.inheritance{color-scheme:normal;filter:brightness(.8) invert(.82) contrast(1.2)}.xr-wrap[hidden]{display:block!important}.jp-OutputArea-output.lm-Widget{overflow:auto}:root{--pst-teal-50:#f4fbfc;--pst-teal-100:#e9f6f8;--pst-teal-200:#d0ecf1;--pst-teal-300:#abdde6;--pst-teal-400:#3fb1c5;--pst-teal-500:#0a7d91;--pst-teal-600:#085d6c;--pst-teal-700:#064752;--pst-teal-800:#042c33;--pst-teal-900:#021b1f;--pst-violet-50:#f4eefb;--pst-violet-100:#e0c7ff;--pst-violet-200:#d5b4fd;--pst-violet-300:#b780ff;--pst-violet-400:#9c5ffd;--pst-violet-500:#8045e5;--pst-violet-600:#6432bd;--pst-violet-700:#4b258f;--pst-violet-800:#341a61;--pst-violet-900:#1e0e39;--pst-gray-50:#f9f9fa;--pst-gray-100:#f3f4f5;--pst-gray-200:#e5e7ea;--pst-gray-300:#d1d5da;--pst-gray-400:#9ca4af;--pst-gray-500:#677384;--pst-gray-600:#48566b;--pst-gray-700:#29313d;--pst-gray-800:#222832;--pst-gray-900:#14181e;--pst-pink-50:#fcf8fd;--pst-pink-100:#fcf0fa;--pst-pink-200:#f8dff5;--pst-pink-300:#f3c7ee;--pst-pink-400:#e47fd7;--pst-pink-500:#c132af;--pst-pink-600:#912583;--pst-pink-700:#6e1c64;--pst-pink-800:#46123f;--pst-pink-900:#2b0b27;--pst-foundation-white:#fff;--pst-foundation-black:#14181e}html:not([data-theme]){--pst-color-primary:#0a7d91;--pst-color-primary-bg:#d0ecf1;--pst-color-secondary:#8045e5;--pst-color-secondary-bg:#e0c7ff;--pst-color-accent:#c132af;--pst-color-accent-bg:#f8dff5;--pst-color-info:#276be9;--pst-color-info-bg:#dce7fc;--pst-color-warning:#f66a0a;--pst-color-warning-bg:#f8e3d0;--pst-color-success:#00843f;--pst-color-success-bg:#d6ece1;--pst-color-attention:var(--pst-color-warning);--pst-color-attention-bg:var(--pst-color-warning-bg);--pst-color-danger:#d72d47;--pst-color-danger-bg:#f9e1e4;--pst-color-text-base:#222832;--pst-color-text-muted:#48566b;--pst-color-heading-color:#fff;--pst-color-shadow:rgba(0,0,0,.1);--pst-color-border:#d1d5da;--pst-color-border-muted:rgba(23,23,26,.2);--pst-color-blockquote-notch:#677384;--pst-color-inline-code:#912583;--pst-color-inline-code-links:#085d6c;--pst-color-target:#f3cf95;--pst-color-table:#14181e;--pst-color-table-row-hover-bg:#b780ff;--pst-color-table-inner-border:#e5e7ea;--pst-color-background:#fff;--pst-color-on-background:#fff;--pst-color-surface:#f3f4f5;--pst-color-on-surface:#222832;--pst-color-link:var(--pst-color-primary);--pst-color-link-hover:var(--pst-color-secondary);--pst-color-table-outer-border:var(--pst-color-surface);--pst-color-table-heading-bg:var(--pst-color-surface);--pst-color-table-row-zebra-high-bg:var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg:var(--pst-color-surface)}html:not([data-theme]) .only-dark,html:not([data-theme]) .only-dark~figcaption{display:none!important}html[data-theme=light]{--pst-color-primary-bg:#d0ecf1;--pst-color-secondary-bg:#e0c7ff;--pst-color-accent:#c132af;--pst-color-accent-bg:#f8dff5;--pst-color-info-bg:#dce7fc;--pst-color-warning-bg:#f8e3d0;--pst-color-success-bg:#d6ece1;--pst-color-attention:var(--pst-color-warning);--pst-color-attention-bg:var(--pst-color-warning-bg);--pst-color-danger-bg:#f9e1e4;--pst-color-text-base:#222832;--pst-color-text-muted:#48566b;--pst-color-heading-color:#fff;--pst-color-shadow:rgba(0,0,0,.1);--pst-color-border:#d1d5da;--pst-color-border-muted:rgba(23,23,26,.2);--pst-color-blockquote-notch:#677384;--pst-color-inline-code:#912583;--pst-color-inline-code-links:#085d6c;--pst-color-target:#f3cf95;--pst-color-table:#14181e;--pst-color-table-row-hover-bg:#b780ff;--pst-color-table-inner-border:#e5e7ea;--pst-color-background:#fff;--pst-color-on-background:#fff;--pst-color-surface:#f3f4f5;--pst-color-on-surface:#222832;--pst-color-link:var(--pst-color-primary);--pst-color-link-hover:var(--pst-color-secondary);--pst-color-table-outer-border:var(--pst-color-surface);--pst-color-table-heading-bg:var(--pst-color-surface);--pst-color-table-row-zebra-high-bg:var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg:var(--pst-color-surface);color-scheme:light}html[data-theme=light] .only-dark,html[data-theme=light] .only-dark~figcaption{display:none!important}html[data-theme=dark]{--pst-color-primary-bg:#042c33;--pst-color-secondary-bg:#341a61;--pst-color-accent:#e47fd7;--pst-color-accent-bg:#46123f;--pst-color-info-bg:#06245d;--pst-color-warning-bg:#652a02;--pst-color-success-bg:#002f17;--pst-color-attention:var(--pst-color-warning);--pst-color-attention-bg:var(--pst-color-warning-bg);--pst-color-danger-bg:#4e111b;--pst-color-text-base:#ced6dd;--pst-color-text-muted:#9ca4af;--pst-color-heading-color:#14181e;--pst-color-shadow:rgba(0,0,0,.2);--pst-color-border:#48566b;--pst-color-border-muted:#29313d;--pst-color-blockquote-notch:#9ca4af;--pst-color-inline-code:#f3c7ee;--pst-color-inline-code-links:#3fb1c5;--pst-color-target:#675c04;--pst-color-table:#fff;--pst-color-table-row-hover-bg:#6432bd;--pst-color-table-inner-border:#364150;--pst-color-background:#14181e;--pst-color-on-background:#222832;--pst-color-surface:#29313d;--pst-color-on-surface:#f3f4f5;--pst-color-link:var(--pst-color-primary);--pst-color-link-hover:var(--pst-color-secondary);--pst-color-table-outer-border:var(--pst-color-surface);--pst-color-table-heading-bg:var(--pst-color-surface);--pst-color-table-row-zebra-high-bg:var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg:var(--pst-color-surface);color-scheme:dark}html[data-theme=dark] .only-light,html[data-theme=dark] .only-light~figcaption{display:none!important}html[data-theme=dark] img:not(.only-dark,.dark-light){filter:brightness(.8) contrast(1.2)}html[data-theme=dark] .bd-content img:not(.only-dark,.dark-light){background-color:#fff;border-radius:.25rem}html[data-theme=dark] .MathJax_SVG *{fill:var(--pst-color-text-base)}.pst-color-primary{color:var(--pst-color-primary)}.pst-color-secondary{color:var(--pst-color-secondary)}.pst-color-accent{color:var(--pst-color-accent)}.pst-color-info{color:var(--pst-color-info)}.pst-color-warning{color:var(--pst-color-warning)}.pst-color-success{color:var(--pst-color-success)}.pst-color-attention{color:var(--pst-color-attention)}.pst-color-danger{color:var(--pst-color-danger)}.pst-color-text-base{color:var(--pst-color-text-base)}.pst-color-text-muted{color:var(--pst-color-text-muted)}.pst-color-heading-color{color:var(--pst-color-heading-color)}.pst-color-shadow{color:var(--pst-color-shadow)}.pst-color-border{color:var(--pst-color-border)}.pst-color-border-muted{color:var(--pst-color-border-muted)}.pst-color-blockquote-notch{color:var(--pst-color-blockquote-notch)}.pst-color-inline-code{color:var(--pst-color-inline-code)}.pst-color-inline-code-links{color:var(--pst-color-inline-code-links)}.pst-color-target{color:var(--pst-color-target)}.pst-color-table{color:var(--pst-color-table)}.pst-color-table-row-hover{color:var(--pst-color-table-row-hover)}.pst-color-table-inner-border{color:var(--pst-color-table-inner-border)}.pst-color-background{color:var(--pst-color-background)}.pst-color-on-background{color:var(--pst-color-on-background)}.pst-color-surface{color:var(--pst-color-surface)}.pst-color-on-surface{color:var(--pst-color-on-surface)}html[data-theme=light]{--pst-color-primary:#0a7d91;--pst-color-primary-text:#fff;--pst-color-primary-highlight:#053f49;--sd-color-primary:var(--pst-color-primary);--sd-color-primary-text:var(--pst-color-primary-text);--sd-color-primary-highlight:var(--pst-color-primary-highlight);--sd-color-primary-bg:#d0ecf1;--sd-color-primary-bg-text:#14181e;--pst-color-secondary:#8045e5;--pst-color-secondary-text:#fff;--pst-color-secondary-highlight:#591bc2;--sd-color-secondary:var(--pst-color-secondary);--sd-color-secondary-text:var(--pst-color-secondary-text);--sd-color-secondary-highlight:var(--pst-color-secondary-highlight);--sd-color-secondary-bg:#e0c7ff;--sd-color-secondary-bg-text:#14181e;--pst-color-success:#00843f;--pst-color-success-text:#fff;--pst-color-success-highlight:#00381a;--sd-color-success:var(--pst-color-success);--sd-color-success-text:var(--pst-color-success-text);--sd-color-success-highlight:var(--pst-color-success-highlight);--sd-color-success-bg:#d6ece1;--sd-color-success-bg-text:#14181e;--pst-color-info:#276be9;--pst-color-info-text:#fff;--pst-color-info-highlight:#124ab1;--sd-color-info:var(--pst-color-info);--sd-color-info-text:var(--pst-color-info-text);--sd-color-info-highlight:var(--pst-color-info-highlight);--sd-color-info-bg:#dce7fc;--sd-color-info-bg-text:#14181e;--pst-color-warning:#f66a0a;--pst-color-warning-text:#14181e;--pst-color-warning-highlight:#ad4a06;--sd-color-warning:var(--pst-color-warning);--sd-color-warning-text:var(--pst-color-warning-text);--sd-color-warning-highlight:var(--pst-color-warning-highlight);--sd-color-warning-bg:#f8e3d0;--sd-color-warning-bg-text:#14181e;--pst-color-danger:#d72d47;--pst-color-danger-text:#fff;--pst-color-danger-highlight:#9a1d30;--sd-color-danger:var(--pst-color-danger);--sd-color-danger-text:var(--pst-color-danger-text);--sd-color-danger-highlight:var(--pst-color-danger-highlight);--sd-color-danger-bg:#f9e1e4;--sd-color-danger-bg-text:#14181e;--pst-color-light:#f3f4f5;--pst-color-light-text:#14181e;--pst-color-light-highlight:#c9ced2;--sd-color-light:var(--pst-color-light);--sd-color-light-text:var(--pst-color-light-text);--sd-color-light-highlight:var(--pst-color-light-highlight);--sd-color-light-bg:#f7f7f8;--sd-color-light-bg-text:#14181e;--pst-color-muted:#29313d;--pst-color-muted-text:#fff;--pst-color-muted-highlight:#0a0c0f;--sd-color-muted:var(--pst-color-muted);--sd-color-muted-text:var(--pst-color-muted-text);--sd-color-muted-highlight:var(--pst-color-muted-highlight);--sd-color-muted-bg:#5a6c86;--sd-color-muted-bg-text:#fff;--pst-color-dark:#222832;--pst-color-dark-text:#fff;--pst-color-dark-highlight:#030404;--sd-color-dark:var(--pst-color-dark);--sd-color-dark-text:var(--pst-color-dark-text);--sd-color-dark-highlight:var(--pst-color-dark-highlight);--pst-color-black:#14181e;--pst-color-black-text:#fff;--pst-color-black-highlight:#000;--sd-color-black:var(--pst-color-black);--sd-color-black-text:var(--pst-color-black-text);--sd-color-black-highlight:var(--pst-color-black-highlight);--pst-color-white:#fff;--pst-color-white-text:#14181e;--pst-color-white-highlight:#d9d9d9;--sd-color-white:var(--pst-color-white);--sd-color-white-text:var(--pst-color-white-text);--sd-color-white-highlight:var(--pst-color-white-highlight)}html[data-theme=dark]{--pst-color-primary:#3fb1c5;--pst-color-primary-text:#14181e;--pst-color-primary-highlight:#2b7e8d;--sd-color-primary:var(--pst-color-primary);--sd-color-primary-text:var(--pst-color-primary-text);--sd-color-primary-highlight:var(--pst-color-primary-highlight);--sd-color-primary-bg:#042c33;--sd-color-primary-bg-text:#fff;--pst-color-secondary:#9c5ffd;--pst-color-secondary-text:#14181e;--pst-color-secondary-highlight:#6d13fc;--sd-color-secondary:var(--pst-color-secondary);--sd-color-secondary-text:var(--pst-color-secondary-text);--sd-color-secondary-highlight:var(--pst-color-secondary-highlight);--sd-color-secondary-bg:#341a61;--sd-color-secondary-bg-text:#fff;--pst-color-success:#5fb488;--pst-color-success-text:#14181e;--pst-color-success-highlight:#3f8762;--sd-color-success:var(--pst-color-success);--sd-color-success-text:var(--pst-color-success-text);--sd-color-success-highlight:var(--pst-color-success-highlight);--sd-color-success-bg:#002f17;--sd-color-success-bg-text:#fff;--pst-color-info:#79a3f2;--pst-color-info-text:#14181e;--pst-color-info-highlight:#3373eb;--sd-color-info:var(--pst-color-info);--sd-color-info-text:var(--pst-color-info-text);--sd-color-info-highlight:var(--pst-color-info-highlight);--sd-color-info-bg:#06245d;--sd-color-info-bg-text:#fff;--pst-color-warning:#ff9245;--pst-color-warning-text:#14181e;--pst-color-warning-highlight:#f86600;--sd-color-warning:var(--pst-color-warning);--sd-color-warning-text:var(--pst-color-warning-text);--sd-color-warning-highlight:var(--pst-color-warning-highlight);--sd-color-warning-bg:#652a02;--sd-color-warning-bg-text:#fff;--pst-color-danger:#e78894;--pst-color-danger-text:#14181e;--pst-color-danger-highlight:#da485b;--sd-color-danger:var(--pst-color-danger);--sd-color-danger-text:var(--pst-color-danger-text);--sd-color-danger-highlight:var(--pst-color-danger-highlight);--sd-color-danger-bg:#4e111b;--sd-color-danger-bg-text:#fff;--pst-color-light:#f3f4f5;--pst-color-light-text:#14181e;--pst-color-light-highlight:#c9ced2;--sd-color-light:var(--pst-color-light);--sd-color-light-text:var(--pst-color-light-text);--sd-color-light-highlight:var(--pst-color-light-highlight);--sd-color-light-bg:#a3abb2;--sd-color-light-bg-text:#14181e;--pst-color-muted:#f3f4f5;--pst-color-muted-text:#14181e;--pst-color-muted-highlight:#c9ced2;--sd-color-muted:var(--pst-color-muted);--sd-color-muted-text:var(--pst-color-muted-text);--sd-color-muted-highlight:var(--pst-color-muted-highlight);--sd-color-muted-bg:#1d222b;--sd-color-muted-bg-text:#fff;--pst-color-dark:#222832;--pst-color-dark-text:#fff;--pst-color-dark-highlight:#030404;--sd-color-dark:var(--pst-color-dark);--sd-color-dark-text:var(--pst-color-dark-text);--sd-color-dark-highlight:var(--pst-color-dark-highlight);--pst-color-black:#14181e;--pst-color-black-text:#fff;--pst-color-black-highlight:#000;--sd-color-black:var(--pst-color-black);--sd-color-black-text:var(--pst-color-black-text);--sd-color-black-highlight:var(--pst-color-black-highlight);--pst-color-white:#fff;--pst-color-white-text:#14181e;--pst-color-white-highlight:#d9d9d9;--sd-color-white:var(--pst-color-white);--sd-color-white-text:var(--pst-color-white-text);--sd-color-white-highlight:var(--pst-color-white-highlight)}html[data-theme=dark],html[data-theme=light]{--sd-color-card-border:var(--pst-color-border)}html[data-theme=light] .sd-shadow-lg,html[data-theme=light] .sd-shadow-md,html[data-theme=light] .sd-shadow-sm,html[data-theme=light] .sd-shadow-xs{box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important}.bd-content .sd-card{border:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-header{background-color:var(--pst-color-panel-background);border-bottom:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-footer{border-top:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-body,.bd-content .sd-card .sd-card-footer{background-color:var(--pst-color-panel-background)}.bd-content .sd-card .sd-stretched-link:focus-visible{outline:none}.bd-content .sd-card .sd-stretched-link:focus-visible:after{border-radius:.25rem;outline:var(--pst-color-accent) solid .1875rem}.bd-content .sd-card.sd-card-hover:hover{border-color:var(--pst-color-link-hover)}.bd-content .sd-tab-set>input:checked+label{background-color:var(--pst-color-on-background);border-color:var(--pst-color-primary) var(--pst-color-primary) transparent;border-radius:.125rem .125rem 0 0;border-style:solid solid none;border-width:.125rem .125rem 0;color:var(--pst-color-primary);transform:translateY(.125rem)}.bd-content .sd-tab-set>input:focus-visible+label{background-color:var(--pst-color-accent-bg);border:.125rem solid var(--pst-color-accent);border-radius:.125rem;color:var(--pst-color-on-surface)}.bd-content .sd-tab-set>input:not(:checked,:focus-visible)+label:hover{border-color:transparent;color:var(--pst-color-secondary);text-decoration-line:underline;text-decoration-thickness:max(3px,.1875rem,.12em)}.bd-content .sd-tab-set>label{background-color:var(--pst-color-surface);border:.125rem solid transparent;border-radius:.125rem .125rem 0 0;color:var(--pst-color-on-surface);line-height:1.95;margin-inline-end:.25rem;padding:0 .75em}.bd-content .sd-tab-set .sd-tab-content,html[data-theme=dark] .bd-content .sd-tab-set>label{background-color:var(--pst-color-on-background)}.bd-content .sd-tab-set .sd-tab-content{border:.125rem solid var(--pst-color-primary);border-radius:.1875rem;box-shadow:unset;padding:.625rem}details.sd-dropdown{border:0!important;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important}details.sd-dropdown summary.sd-card-header{--pst-sd-dropdown-color:var(--pst-gray-500);--pst-sd-dropdown-bg-color:var(--pst-color-surface);align-items:center;background-color:var(--pst-sd-dropdown-bg-color)!important;border:0!important;border-left:.2rem solid var(--pst-sd-dropdown-color)!important;display:flex;font-weight:600;padding-bottom:.5rem;padding-top:.5rem;position:relative}details.sd-dropdown summary.sd-card-header+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-card-border);border:0}details.sd-dropdown summary.sd-card-header.sd-bg-primary,details.sd-dropdown summary.sd-card-header.sd-bg-primary+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-primary);--pst-sd-dropdown-bg-color:var(--sd-color-primary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-primary{color:var(--sd-color-primary-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-secondary,details.sd-dropdown summary.sd-card-header.sd-bg-secondary+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-secondary);--pst-sd-dropdown-bg-color:var(--sd-color-secondary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-secondary{color:var(--sd-color-secondary-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-success,details.sd-dropdown summary.sd-card-header.sd-bg-success+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-success);--pst-sd-dropdown-bg-color:var(--sd-color-success-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-success{color:var(--sd-color-success-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-info,details.sd-dropdown summary.sd-card-header.sd-bg-info+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-info);--pst-sd-dropdown-bg-color:var(--sd-color-info-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-info{color:var(--sd-color-info-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-warning,details.sd-dropdown summary.sd-card-header.sd-bg-warning+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-warning);--pst-sd-dropdown-bg-color:var(--sd-color-warning-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-warning{color:var(--sd-color-warning-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-danger,details.sd-dropdown summary.sd-card-header.sd-bg-danger+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-danger);--pst-sd-dropdown-bg-color:var(--sd-color-danger-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-danger{color:var(--sd-color-danger-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-light,details.sd-dropdown summary.sd-card-header.sd-bg-light+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-light);--pst-sd-dropdown-bg-color:var(--sd-color-light-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-light{color:var(--sd-color-light-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-muted,details.sd-dropdown summary.sd-card-header.sd-bg-muted+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-muted);--pst-sd-dropdown-bg-color:var(--sd-color-muted-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-muted{color:var(--sd-color-muted-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-dark,details.sd-dropdown summary.sd-card-header.sd-bg-dark+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-dark);--pst-sd-dropdown-bg-color:var(--sd-color-dark-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-dark{color:var(--sd-color-dark-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-black,details.sd-dropdown summary.sd-card-header.sd-bg-black+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-black);--pst-sd-dropdown-bg-color:var(--sd-color-black-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-black{color:var(--sd-color-black-bg-text)!important}details.sd-dropdown summary.sd-card-header.sd-bg-white,details.sd-dropdown summary.sd-card-header.sd-bg-white+div.sd-summary-content{--pst-sd-dropdown-color:var(--sd-color-white);--pst-sd-dropdown-bg-color:var(--sd-color-white-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-white{color:var(--sd-color-white-bg-text)!important}details.sd-dropdown summary.sd-card-header:before{content:"";height:100%;left:0;pointer-events:none;position:absolute;top:0;width:100%;z-index:-1}details.sd-dropdown summary.sd-card-header+div.sd-summary-content{background-color:var(--pst-color-on-background);border-bottom-left-radius:calc(.25rem - 1px);border-left:.2rem solid var(--pst-sd-dropdown-color)!important}details.sd-dropdown summary.sd-card-header span.sd-summary-icon{align-items:center;color:var(--pst-sd-dropdown-color)!important;display:inline-flex}details.sd-dropdown summary.sd-card-header span.sd-summary-icon svg{opacity:1}details.sd-dropdown summary.sd-card-header .sd-summary-down,details.sd-dropdown summary.sd-card-header .sd-summary-up{top:.7rem}details.sd-dropdown summary.sd-card-header:focus-visible{outline:var(--pst-color-accent) solid .1875rem;outline-offset:-.1875rem}html .sd-btn{min-width:2.25rem;padding:.3125rem .75rem .4375rem}html .sd-btn:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-skip-ink:none;text-decoration-thickness:max(1px,.0625rem);text-decoration-thickness:max(3px,.1875rem,.12em);text-decoration-thickness:1px;text-underline-offset:.1578em}html .sd-btn-outline-primary:focus-visible,html .sd-btn-primary:focus-visible{background-color:var(--sd-color-primary)!important;border-color:var(--sd-color-primary)!important;outline:var(--sd-color-primary) solid .1875rem;outline-offset:.1875rem}html .sd-btn-outline-secondary:focus-visible,html .sd-btn-secondary:focus-visible{background-color:var(--sd-color-secondary)!important;border-color:var(--sd-color-secondary)!important;outline:var(--sd-color-secondary) solid .1875rem;outline-offset:.1875rem}html .sd-btn-outline-success:focus-visible,html .sd-btn-success:focus-visible{background-color:var(--sd-color-success)!important;border-color:var(--sd-color-success)!important;outline:var(--sd-color-success) solid .1875rem;outline-offset:.1875rem}html .sd-btn-info:focus-visible,html .sd-btn-outline-info:focus-visible{background-color:var(--sd-color-info)!important;border-color:var(--sd-color-info)!important;outline:var(--sd-color-info) solid .1875rem;outline-offset:.1875rem}html .sd-btn-outline-warning:focus-visible,html .sd-btn-warning:focus-visible{background-color:var(--sd-color-warning)!important;border-color:var(--sd-color-warning)!important;outline:var(--sd-color-warning) solid .1875rem;outline-offset:.1875rem}html .sd-btn-danger:focus-visible,html .sd-btn-outline-danger:focus-visible{background-color:var(--sd-color-danger)!important;border-color:var(--sd-color-danger)!important;outline:var(--sd-color-danger) solid .1875rem;outline-offset:.1875rem}html .sd-btn-light:focus-visible,html .sd-btn-outline-light:focus-visible{background-color:var(--sd-color-light)!important;border-color:var(--sd-color-light)!important;outline:var(--sd-color-light) solid .1875rem;outline-offset:.1875rem}html .sd-btn-muted:focus-visible,html .sd-btn-outline-muted:focus-visible{background-color:var(--sd-color-muted)!important;border-color:var(--sd-color-muted)!important;outline:var(--sd-color-muted) solid .1875rem;outline-offset:.1875rem}html .sd-btn-dark:focus-visible,html .sd-btn-outline-dark:focus-visible{background-color:var(--sd-color-dark)!important;border-color:var(--sd-color-dark)!important;outline:var(--sd-color-dark) solid .1875rem;outline-offset:.1875rem}html .sd-btn-black:focus-visible,html .sd-btn-outline-black:focus-visible{background-color:var(--sd-color-black)!important;border-color:var(--sd-color-black)!important;outline:var(--sd-color-black) solid .1875rem;outline-offset:.1875rem}html .sd-btn-outline-white:focus-visible,html .sd-btn-white:focus-visible{background-color:var(--sd-color-white)!important;border-color:var(--sd-color-white)!important;outline:var(--sd-color-white) solid .1875rem;outline-offset:.1875rem}.bd-content .admonition button.toggle-button{color:inherit}.bd-content .admonition button.toggle-button.toggle-button-hidden .toggle-chevron-right{transform:rotate(90deg);transition:none}.bd-content .admonition button.toggle-button .toggle-chevron-right{transform:rotate(-90deg);transition:none}.bd-content .admonition:focus-within{overflow:visible}.bd-content .admonition:focus-within .admonition-title:focus-within:before{border:.1875rem solid var(--pst-color-accent);border-radius:.1875rem;content:"";height:100%;transform:translateX(-.2rem);width:calc(100% + .2rem)}.bd-content .admonition:focus-within:not(.toggle-hidden) .admonition-title:focus-within:before{border-bottom-left-radius:0;border-bottom-right-radius:0}.bd-content details.toggle-details summary{border-left:3px solid var(--pst-color-primary)}.bd-content details.toggle-details summary .toggle-chevron-right{transform:rotate(90deg);transition:none}.bd-content details.toggle-details[open] .toggle-chevron-right{transform:rotate(-90deg);transition:none}.bd-content details.toggle-details[open] :focus-visible{border-bottom-left-radius:0;border-bottom-right-radius:0}html .jp-RenderedHTMLCommon,html div.rendered_html{margin:.1875rem}html .jp-RenderedHTMLCommon table,html div.rendered_html table{table-layout:auto}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe,.bd-content .nboutput .output_area.rendered_html table.dataframe{border:1px solid var(--pst-color-table-outer-border);color:var(--pst-color-table)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe td~td,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe td~th,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe th~td,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe th~th,.bd-content .nboutput .output_area.rendered_html table.dataframe td~td,.bd-content .nboutput .output_area.rendered_html table.dataframe td~th,.bd-content .nboutput .output_area.rendered_html table.dataframe th~td,.bd-content .nboutput .output_area.rendered_html table.dataframe th~th{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe thead tr,.bd-content .nboutput .output_area.rendered_html table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:nth-child(odd),.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:nth-child(2n),.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:nth-child(2n){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:hover,.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content .nboutput .output_area .widget-subarea,html[data-theme=dark] .bd-content .nboutput .output_area.rendered_html:not(:has(table.dataframe)){background-color:var(--pst-color-text-base);border-radius:.25rem;color:var(--pst-color-on-background);padding:.5rem}html[data-theme=dark] .bd-content .nboutput .output_area.stderr{background-color:var(--pst-color-danger)}div.nblast.container{margin-bottom:1rem}div.cell_output .output{max-width:100%;overflow-x:auto}.bd-content div.cell_output table.dataframe{border:1px solid var(--pst-color-table-outer-border);color:var(--pst-color-table)}.bd-content div.cell_output table.dataframe td~td,.bd-content div.cell_output table.dataframe td~th,.bd-content div.cell_output table.dataframe th~td,.bd-content div.cell_output table.dataframe th~th{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content div.cell_output table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(2n){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content div.cell_output table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content div.cell_output .text_html:not(:has(table.dataframe)),html[data-theme=dark] .bd-content div.cell_output .widget-subarea,html[data-theme=dark] .bd-content div.cell_output img{background-color:var(--pst-color-text-base);border-radius:.25rem;color:var(--pst-color-on-background);padding:.5rem}.bd-content div.cell_input{display:flex;flex-direction:column;justify-content:stretch}.bd-content div.cell_input,.bd-content div.output{border-radius:.25rem}.bd-content div.output table{table-layout:auto}html[data-theme=dark] .bd-content img.leaflet-tile.leaflet-tile-loaded{border-radius:0;padding:0}.bd-search-container div#search-results>h2{font-size:var(--pst-font-size-icon);margin-top:1rem}.bd-search-container div#search-results p.search-summary{color:var(--pst-color-text-muted)}.bd-search-container ul.search{list-style:none;margin:0}.bd-search-container ul.search li{background-image:none;border-top:1px solid var(--pst-color-text-muted);margin:1rem 0;padding:1rem 0}.bd-search-container ul.search li>a{font-size:1.2em}.bd-search-container ul.search li div.context,.bd-search-container ul.search li p.context{color:var(--pst-color-text-base);margin:.5em 0 0}.bd-search-container ul.search li div.context a:before,.bd-search-container ul.search li p.context a:before{color:var(--pst-color-text-muted);content:"#";padding-right:.2em}
 /*# sourceMappingURL=pydata-sphinx-theme.css.map*/
\ No newline at end of file
diff --git a/_static/styles/pydata-sphinx-theme.css.map b/_static/styles/pydata-sphinx-theme.css.map
index 9c07748..2d89817 100644
--- a/_static/styles/pydata-sphinx-theme.css.map
+++ b/_static/styles/pydata-sphinx-theme.css.map
@@ -1 +1 @@
-{"version":3,"file":"styles/pydata-sphinx-theme.css","mappings":"AAAA,KCAA,wBAOE,+DACA,+BCRF,yBAME,0BAGA,wBACA,2BACA,0BACA,2BACA,0BACA,6BAGA,+BAGA,sCACA,sCACA,qCACA,yCAGA,8BAGA,8BACA,uKAIA,6HAGA,0DAEA,6DACA,qECxCF,2BAME,4BAGA,2BACA,oCACA,kCACA,4BACA,yBACA,wBACA,0BACA,2BACA,6BACA,4BACA,sBACA,sBACA,qBACA,oBACA,sBACA,8BCxBF,kDAKE,uDACA,mEACA,mEACA,mEACA,kEACA,yDACA,qDACA,oDACA,mEACA,oDACA,mDCfF,qEAKE,oEACA,sEACA,0ECPF,mCACE,yDLQA,CKPA,KAGF,4CACE,CAGA,gCACA,CACA,YACA,uBANA,uCACA,gBACA,iBACA,CACA,gBAGA,+BAGA,4CACE,GAKF,cADF,qBAEE,UAGA,+CACE,YAGF,iBACE,GAIJ,oBCkCE,4BACA,0BAvCA,4CApByB,8BAKH,SA0DtB,iCACE,CAnD8B,8BAmD9B,iDA1BA,CAiCA,mBAIF,2BACE,iBAEA,iCACE,cDnDJ,gCACE,CACA,cACA,CACA,gBACA,CAJA,UACA,CACA,aACA,CACA,oBACA,4BACA,iBACA,oBAEA,SACE,iCAOF,iCACE,2BACA,oBACA,iBAIJ,8BACE,iBAGF,8BACE,mBAKF,0CACA,2CACA,kBAHF,wBAIE,IAMA,iCACA,CAJF,YAKE,OADA,8BAQA,CAPA,GAGF,iCAIE,IAGF,iCAIE,OADA,8BAQA,CAPA,GAGF,iCAIE,IAGF,iCAIE,OADA,gCAQA,CAPA,GAGF,iCAIE,mBAGF,oCAEE,IAGF,QACE,6CACA,mBAGF,4CAIE,KAGF,+CAEE,kCACA,oBAGA,wCACE,CAEA,+CAFA,cACA,oBAEA,MAIJ,kCACE,KAKA,yCACA,CAEA,wCACA,sBAHA,gCACA,kBACA,CALF,cACE,aL/HyB,cKuIzB,UAEE,mBACA,kBAYF,2CACA,aAFA,qCACA,CALA,YACA,CACA,SACA,CEg8BkC,cFn8BlC,CACA,QACA,CACA,yBACA,CANF,YASE,+BAEA,sBAGE,wBAMA,sCACA,CCnJA,iCAWF,CDwIE,sCAJF,yBCjKA,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAoChC,6BDuIE,CCxLuB,6BD0LvB,gCAGF,eACE,+CG5KiB,yCH8KjB,wBGrLe,gBAOE,gBHwLrB,8CAEE,YI3MA,yCACA,CFqmCkC,+CElmClC,CAPA,MACA,CAGA,aACA,CAPF,cACE,CAEA,OACA,kBACA,CAJA,KACA,CAOA,2BAGA,uCALA,YAMA,yBAEA,uBACE,cAGF,6CAEE,4BAEA,qBCgFe,eC7GjB,YACA,CAFF,WACE,CACA,sBACA,oCAEA,YACE,gBAIJ,UACE,yBCoDE,eDrDJ,eXYwB,6BatBxB,QAGE,gBACA,kCAIA,gCAEA,2BAVF,eAWI,qDASF,kBACA,CAHA,YACA,CAEA,sBACA,CAPF,eAEE,CAMA,oBAJA,iBACA,CAEA,iBACA,CANA,UAOA,4BDoDE,mDC7DJ,gBAaI,yDAGF,eACE,SACA,wDAIF,wCACE,0HC7BA,wCDoCmB,sCAEX,qBALV,+FCjCE,CDoCmB,kCAOnB,sIAEA,kDARyB,kFACjB,sJAaR,8CACE,wBLvCa,yBK8CnB,8CACE,4BAGF,2CACE,UEpEA,YACA,CAFA,qBACA,CAFF,WACE,CAEA,WACA,sBAEA,YACE,CACA,YADA,sBAEA,4CAGE,YACA,sBACA,CAHF,qBACE,CAOA,cACA,gBACA,cAPA,UAQA,0BHsCF,uDGjCM,kBAHJ,kBAII,aC9BR,6CADF,UAEE,8BAEA,YACE,YACA,CACA,YADA,YAEA,gGAGF,YAGE,sBACA,CAEA,YAFA,SACA,uBAEA,kCAGF,iBACE,+BAGF,cACE,2BAIF,eACE,oBC/BJ,eACE,0CAEA,YACE,sBACA,0CCJF,YACE,sBACA,gBACA,YX0mCgC,yDY/lClC,sDACA,CAGA,uBADA,eACA,CAFA,SACA,CATF,eACE,MACA,CAKA,UACA,CANA,YASA,8BAGE,kBACA,CAFF,YACE,CACA,kBACA,kBACA,mBACA,2BAGF,qBnBMkB,yBmBEhB,mBADA,YACA,CAHF,+BACE,oCAGA,iCAIF,YACE,cACA,yBPkBA,gCOpBF,eAKI,YACA,oBACA,sHAOF,kBACA,CAJF,YAGE,CACA,cACA,UAGA,8EAGF,eAEE,wCAIF,aACE,CACA,UADA,iBAEA,sCAGF,mBAEE,wBAIF,YACE,yBPrBA,uBOoBF,oBAKI,gDAGF,iBACE,wDACA,iBACE,+DAEA,kBACE,iDAIJ,kBACE,wHb2GN,iBAEE,kCACA,yDAGF,iBAEE,gEAME,6BAJF,UACE,cACA,CACA,OACA,CAFA,iBAGA,+DAcF,gCACE,qBACA,sEACA,kDACE,uEAIJ,eACE,0CACA,mBACA,8EAKF,iDEpOoB,sEFyOlB,qDACA,kCAFF,oBAIE,iEAKF,8BACE,wEAGA,gDACE,oDapKJ,iCbRF,qBACA,0DAEA,iCACE,0BAzEF,CAPgC,8BAOhC,2CApByB,CAKH,iDAQU,CAbP,6BAsCvB,yCakEI,YADF,aAEE,+CbnEJ,kCaqEI,yBbvFN,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAbP,6BAiDzB,iDakEM,+CACA,CZo/B4B,wCYt/B5B,mDACA,CAEA,cACA,iBAFA,eACA,CALF,YAOE,gEAEA,qBAGE,0FAGA,wBACE,8EAGF,UACE,4DAKJ,YACE,kCAcN,kBACA,CAGA,wBACA,aAJA,4BACA,CAJA,cACA,CAFF,YACE,CACA,mCACA,CAEA,eACA,sBAGA,wCbmBA,mEADF,iCAII,kCajBJ,iBACE,yBPhHA,iCO+GF,YAII,qCAIJ,gBACE,0BPxHA,mCOuHF,YAII,0BP3HF,kCOkIF,oBACE,YAIJ,eAME,iBb3JE,kCasJF,yBbxKA,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAbP,6BAiDzB,8BamJE,qCACA,CAFF,yBACE,CACA,eACA,iBACA,mCAIJ,eACE,iBACA,sBACA,4BAIF,gBACE,yBP/JE,2BO8JJ,YAII,gCAKJ,YACE,yBPxKE,8BOuKJ,YAII,yBC1OJ,YACE,gBACA,6CAIE,wCADF,2CAEE,uGAKA,iBACA,CAHF,YAEE,CACA,SACA,mDAGF,gBACE,qBCCF,4CACA,CAFA,8CACA,CAZF,YACE,CAKA,aCkBE,CDvBF,qBACA,CAYA,8CAZA,QACA,kDACA,CASA,eACA,CCWE,sBDdF,CAPA,eACA,6BACA,CCkBE,SDTF,yBTyCE,oBSxDJ,sCAkBI,qCAGF,qBrBQkB,+BqBHlB,6CACE,gCAGF,cACE,yBTyBA,iCStBF,YAEI,8FAKJ,gCAIE,+IAKA,eACE,2CAKJ,YACE,sBACA,wEAIE,gCACA,CAFA,6CACA,CAFF,iDACE,CAEA,mBACA,qEAMA,YACE,6EAQA,wBACA,CAFA,WACA,CALF,YACE,sBACA,CAIA,kBAHA,QACA,CAFA,SAKA,mMAGE,sBAKE,uFAQJ,eACE,+Cb5EW,wBAPF,yEa2Ff,YACE,sBACA,sEAKA,kBACA,CAFF,YACE,CACA,QACA,yBT3DF,sDS+DE,oDAIJ,4CAEE,yBTrEA,kDSmEF,eAKI,kDAKF,kBADF,eAEE,mCAGF,eACE,eACA,8EAWM,qBAFA,YACA,CAHA,WACA,CAEA,6BACA,CALF,iBACE,CACA,UAIA,8FAEA,aAGE,+GAIA,cACE,qCAQZ,iBAGE,6FAEA,kCAEE,mBAIA,qDAIA,eAEE,6EAEA,YACE,mEAIF,YACE,mFAEA,8Cb9KW,yBagLT,qEAoBF,mBAfF,cACE,CAlCiB,mBA+CjB,CA/CiB,YA+CjB,sBACA,CAdA,iBAIA,CACA,OACA,CAFA,KACA,CACA,UASA,sFAEA,gBACE,4EASF,wBACE,cASZ,kBACE,yBT1LE,aSyLJ,aAII,kBAGF,eACE,oBAGA,kBACE,mBf9IJ,eewJE,CAJA,iCfrJF,CemJA,aACE,CAKA,sBALA,qBACA,CfrJF,oBE/FiB,yBFmGf,4BACA,CAFF,yBACE,CAjG8B,8BAmG9B,iDA1EA,kDAyEA,iCAQA,iCAGF,iDE3GsB,aF6GpB,WACA,4Ce2II,qCACA,CAFF,yBACE,CACA,eACA,iBACA,yBf/HW,6BAHjB,qEAGiB,CAJjB,8BACA,CeuIA,eAGE,uCf/HA,4GACE,aACA,gCeiIJ,6CAGE,uDAFA,iDACA,oBAgBA,CAfA,uBAQA,gCACA,+CAHA,kBACA,CAFA,iBAUA,oCAJA,YACE,yBTlPF,uBS0OF,sCAcI,wBEzSJ,4CAOA,CAjBF,YACE,CAEA,qBACA,CAFA,aACA,CAMA,6CACA,CAJA,iDACA,CANA,OACA,CAeA,gBAVA,sBACA,CAJA,eACA,6BACA,CAEA,kCAUA,0BXyCE,sBW3DJ,sCAaI,0BAQJ,aACE,0BXqCE,wBWtCJ,6CAII,kBACA,4BAGF,mBACE,sBCvBJ,YACE,eAIF,qBACE,CACA,QACA,CAGA,MACA,CANA,UACA,CAEA,cACA,MACA,CACA,+BACA,CALA,OACA,CAIA,YjBylCkC,uJiBnlClC,YAEE,YACA,8EAKA,cADF,kBAEE,kFAOA,eAHF,kBAIE,yBZgBA,+BYwBF,YACE,0EAIA,QACE,QACA,qBAIJ,aACE,mBACA,6BZxBA,oBYRF,aACA,CjB6iCkC,YiBhjClC,CAcE,OANF,gBAME,CAdF,gBACA,CAEA,eACA,CAkCF,cAzCE,MACA,CAMA,sDAEE,kBAEF,CAPA,SACA,CAJA,YAiBE,8BZLA,sBYRF,aACA,CjB6iCkC,YiBhjClC,CAQA,iBAGE,CAXF,gBACA,CAEA,eACA,CAwCF,cA/CE,CAcE,QAdF,KACA,CAMA,sDAEE,kBAEF,CAPA,SACA,CAJA,YAcE,oBCzEF,YACA,eACA,iBAJF,eACE,eAMA,sCAGE,kBACA,CAFF,YACE,CACA,eAIA,wCAEA,iCnBgFF,qBACA,8CAEA,iCACE,0BAzEF,CAPgC,8BAOhC,2CApByB,CAKH,iDAQU,CAbP,6BAsCvB,mEmBrBE,iCACA,CAFA,qCACA,CAHF,yBACE,gBACA,CAEA,eACA,oBCxBJ,eACA,CAHF,YACE,mBACA,CACA,4BACA,2CAGA,cACE,gBACA,iDpB+KA,mEADF,iCAII,iDoB9KF,aACE,2BAMF,mBADF,YAEE,8FASE,oCADA,iBACA,CAJF,qBAKE,+CAIF,aACE,8CAGF,UACE,0CAGF,aACE,wCAMF,oBADF,YAEE,+BAGF,kCACE,sBACA,iBACA,eC/CF,kBACA,CALA,YACA,cAGA,CACA,UAVA,+BACA,CAGA,QACA,CAJA,mCACA,gBACA,CAJF,iBACE,CAGA,UAQA,iBAGA,gCACE,gBACA,mBAKA,WACA,CAFF,cACE,CACA,UACA,iDrBqBA,iCAWF,kCqB7BA,0BrBPgC,6BAyB9B,CqBlBF,2CrBpByB,CAKH,iDAQU,CAbP,6BqBwBvB,gBC/BF,aACE,gBACA,mBAGA,kBACE,gBAKJ,YACE,sBACA,kBAGE,kBACA,CAGA,iCtB4EJ,CsBjFE,YACE,CACA,WACA,CACA,qBACA,CAFA,kBACA,CtB6EJ,oBACA,wBAEA,iCACE,0BAzEF,CAPgC,8BAOhC,2CApByB,CAKH,iDAQU,CAbP,6BAsCvB,wBuB5CA,mBADF,cAEE,2BAEA,iBACE,qBAKJ,6CACE,0BjBgDA,oBiBjDF,sCAII,wBAIJ,gCACE,kDACA,oBACA,iBCtBJ,UACE,mBAEA,iCACE,CACA,kBADA,aAEA,mBAGF,eACE,mBAKA,kBACA,YACA,CAGA,iCACA,CARF,YAEE,CAGA,aACA,kBACA,CAHA,YACA,CAGA,oBACA,qCAEA,oBxB0CF,4BACA,CwBxCI,gBxBdkB,qDwBclB,CxBwCJ,yBAvCA,4CApByB,8BwBoBrB,2CxB2CJ,iCACE,CAnD8B,8BAmD9B,iDA1BA,CAiCA,uFAIF,2BACE,mDAEA,iCACE,6FAzCF,kCwBbE,yBxBLJ,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAbP,6BAiDzB,mCwBnBE,qBACE,cACA,uDAEA,yBACE,6BAIJ,UACE,8BAGF,WACE,iDAEA,gBACE,Y9B1BmB,wC+BvBzB,CAFA,oB/ByByB,C+BvBzB,iCAJA,SACA,CAFA,kBACA,CAFF,iBAOE,8BAJA,4CASE,CALF,kBAIE,iCACA,kBAIA,6BACA,WAFF,iBAGE,0CAKA,kCADA,0BACA,CAFF,iBAGE,+BAKA,iCACE,4FAIF,eAEE,yCAQF,8BAHF,YACE,kBACA,YAEA,eAIJ,4CACE,iCACA,iDAIE,4CACA,CAHF,WAEE,CACA,iCACA,gBAWF,oBACA,CAFA,kBACA,CAIA,WACA,CAFA,eACA,CAHA,iCACA,CAJF,YACE,CAMA,cACA,CAIA,SACA,sBzB0GE,mEADF,iCAII,kByBzGJ,gBACE,0DAKJ,YAEE,+DAIA,YACE,CAKA,QACA,CAEA,gBACA,CACA,gBAVA,cAGA,CAIA,UACA,CxBugCgC,OwB1gChC,CACA,8BACA,CAEA,SACA,CAPA,YAQA,sDxBmgCgC,qBwB5/BhC,CAJF,YACE,CAKA,WACA,CACA,OAJA,UACA,CAJA,cACA,CAKA,KACA,CAHA,UACA,CAJA,YAOA,6CAGF,WACE,CACA,iBADA,aAEA,qEAIF,mCAEE,sBAWF,kBACA,CAIA,0CAJA,wCACA,oBAJ8B,kCAM9B,CAPF,mBAGE,CAIA,YAEA,4BAEA,qDACE,oCAGF,mBAd8B,mDAmB9B,sCACE,2CACA,CACA,iBADA,iBAEA,8CAGF,eACE,wBAIF,kBACE,gCAIF,YACE,yBnBrHA,+BmBoHF,YAII,iCC7KF,gGAFF,aACE,kBlBAA,0BFsDA,+BoBvDF,gBAMI,mCAUA,yCACA,CAJF,oBACE,CAGA,mCACA,CAJA,iBACA,eACA,CAEA,oBACA,oCAGA,wCAEA,8CACE,yCAIA,WACA,CAFF,oCACE,CACA,yBACA,mBACA,sBClCN,WACA,CAFA,eACA,CAFF,iCACE,CAEA,cACA,eAIA,gBACA,kC3B+KE,mEADF,iCAII,2B2B5KJ,YACE,kCAGE,kCADF,oBAEE,kCAGF,gBACE,CAUJ,+LAGF,YACE,qCC1CF,oCACE,iCACA,kBAGA,yBtB0DE,oCsB/DJ,mBAQI,4CAIA,yBADF,oDAEE,4CAIA,qCADF,gCAEE,mDAGF,wBACE,yBAIJ,oCACE,+CACA,2CAEA,+CACE,iCACA,uBACA,4DAEA,+CACE,iD5BwBJ,0CAXE,iCAWF,C4BrBE,yB5BRF,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAbP,6B4B+BrB,kD5B0GJ,qEAGiB,CAJjB,8BACA,C4BvGE,e5BsGF,CAIiB,iB4BvGb,UACA,gE5B8GF,4GACE,aACA,8D4B9GA,UACE,CACA,WACA,CAEA,MACA,CAHA,iBACA,CAEA,MALA,UACA,CAEA,UAGA,yDAIJ,UACE,yDAMN,eAEE,a3B2iCkC,yBKnjChC,wDsBMJ,eAMI,eCvEJ,kBAEE,mBAIA,YACE,CASA,6DAKJ,aACE,CAGE,wCADF,iC7B0FA,C6BzFE,sBAGF,aACE,CAIA,iBACA,CAJA,8BAGA,C7BgFF,oBACA,6BAGE,4BACA,CAFF,yBACE,CAjG8B,8BAmG9B,iDA1EA,0DAyEA,iCAQA,qCAGF,iDE3GsB,aF6GpB,WACA,8BAee,6BAHjB,qEAGiB,CAJjB,8BACA,C6B1GE,eAGE,4C7BkHF,4GACE,aACA,oC6BlHA,iCACE,qCAIJ,qBnChBgB,oDAJO,+CoClBzB,CAJA,uBACA,mCACA,qBpCoByB,CoClBzB,+FtBLE,CsBAF,kBACA,CAPA,oBACA,CACA,eACA,CAFA,eACA,CACA,uBAGA,CtBAE,kBsBTJ,qBAkBE,0DAEA,mBACE,iBACA,kBAKF,6CADF,qCAEE,oBAIA,6CADF,qCAEE,gBAIA,4CADF,oCAEE,sBAGF,eACE,6BAGE,2BACA,CACA,gDADA,yBACA,CAHF,kBAIE,mCAKF,8BACE,8CACA,qCAKF,8BACE,gDACA,wCAKF,6BACE,mDACA,wBCnEF,6CAFF,YACE,sBAEA,yBzB4DE,uByB/DJ,eAMI,uDAKA,gCACA,CAFA,6CACA,CAFF,iDACE,CAEA,mBACA,wCAIA,eACA,CAFF,kBACE,CACA,SACA,6CAIE,kCAFF,aACE,iBAEA,mDAIE,6BAFF,8BACE,qBAEA,8CC5BN,YACA,cAFF,eAGE,sEAIE,uCACA,CAFA,cACA,CACA,gBAHF,cAIE,2FAGE,kBACA,CAGA,4CACA,CACA,6CADA,8BACA,CAPF,YACE,CACA,SACA,cACA,yCAIA,kFAGF,iCACE,kBACA,wFAEA,gCACE,wBACA,wCACA,sDACA,wFAIJ,iCACE,oGAKF,+CACE,kEAIJ,yCACE,iCACA,0EAGE,iCACE,qEAIJ,wCACE,0EAGF,2BACE,wEAKA,0CADA,wCACA,CAFF,kBAGE,4BC9DqB,+CAezB,CAJA,uBACA,mCACA,qBAbyB,CAezB,gGALA,kBACA,CARF,oBAEE,CACA,eACA,CAFA,qBACA,CACA,uBzBFE,oDyBeF,eACE,sEAIF,kBACE,oBACA,mEAIF,eAEE,gEAQA,yCAIA,CANA,qDACA,CAHF,eACE,+BACA,CACA,iBACA,CAIA,SAGA,8ECvCF,UACE,CACA,WACA,CACA,MACA,CAEA,oBAJA,iBACA,CACA,KACA,CALA,UACA,CAIA,UAMA,4EDiCE,2BACA,CAEA,0CACA,CAHA,yBACA,CAHA,WACA,CAHA,UACA,CAIA,mBACA,CACA,UARF,iBACE,CACA,UAOA,oEAIF,eACE,gDAIJ,uCACE,oFAEA,8CACE,gGAEA,gCACE,6CACA,4CAKN,qCACE,gFAEA,4CACE,4FAEA,8BACE,2CACA,4CAKN,qCACE,gFAEA,4CACE,4FAEA,8BACE,2CACA,0CAKN,oCACE,8EAEA,2CACE,0FAEA,6BACE,0CACA,wCAKN,oCACE,4EAEA,2CACE,wFAEA,6BACE,yCACA,sCAKN,qCACE,0EAEA,4CACE,sFAEA,8BACE,wCACA,oCAKN,qCACE,wEAEA,4CACE,oFAEA,8BACE,uCACA,gDAKN,uCACE,oFAEA,8CACE,gGAEA,gCACE,6CACA,sCAKN,kCACE,0EAEA,yCACE,sFAEA,2BACE,wCACA,4CAKN,qCACE,gFAEA,4CACE,4FAEA,8BACE,2CACA,4DAKN,uCACE,gGAEA,8CACE,4GAEA,gCACE,wCACA,4CAcJ,yBAHA,UACA,CAFA,WACA,CACA,iBACA,aACA,CALF,aAQE,+HAIA,uCAEE,uHAGF,qCAEE,iHAGF,oCAEE,oKAGF,qCAGE,2GAGF,kCAEE,sFAIF,aACE,eACA,uDAmBJ,yCACA,qCACA,qBArRyB,CAuRzB,gGAVF,YAKE,sBACA,CAnRyB,oBzBKvB,2GyBsRF,gBACE,+DAIF,2CACE,+FAIF,iBACE,2GAEA,gBAEE,eASJ,yCACA,CAFF,wCACE,CACA,oBApTyB,kBAwTzB,UACA,2BAEA,mBACE,+BAOA,+CACA,2CACA,uDALA,eACA,CACA,oBACA,CAFA,iBACA,CAHF,iBAOE,gFAIF,eAEE,iBAGF,iBACE,mBACA,UAOJ,YACE,sBACA,aAOA,gBADF,YAEE,kBE/VF,wBACE,oBACA,gBACA,gCAIE,0CAFF,uBACE,mBAEA,kCAKA,iBACE,yCAEA,iBACE,2CAKJ,gBACE,gBACA,kBACA,mCAWJ,kBACE,MAKJ,4CACE,2CAKF,iBAEE,CAYA,kHAGF,gCAIE,WAUF,kCACE,yCAGF,iCAEE,gBACA,4BAIF,wCAEE,gBAGF,uCACE,wBAMA,yCAFA,+CACA,CAFF,4CACE,CACA,iBAEA,6BAGF,WASE,4CAEA,UACE,qEAUJ,kBAEE,wEAEA,gBACE,qFAGA,YACE,mFAIJ,YACE,4BACA,oKAMA,0CADA,mBACA,CAHF,gBAIE,gECjJF,oBHRyB,oBGG3B,YAGE,sBACA,YAGA,2BAKF,wCACE,qBHhByB,kDGqBvB,+CACA,CACA,cACA,4CAJF,QACE,CACA,aAGA,+DAEA,iBACE,kDAOF,gBADF,QAEE,sDAEA,WACE,gBACA,cASJ,yCACA,yCACA,sBAHF,oBAIE,QAGF,wCACE,uCAKF,uBACE,cAIF,oBACE,+CCvEF,aAIE,iBACA,kBACA,qBAME,kBAFF,iBAGE,2BAIF,kBACE,mBAKA,iCACA,CAHF,0CACE,2CACA,CACA,gBACA,kBACA,iBACA,kBACA,gCAEA,eAEE,qBAIA,qBADF,gBAEE,+BAIA,gBACA,mBAFF,iBAGE,gDCzCN,WACE,+CAGF,WACE,sBAKA,gBADF,oBAEE,gBAIF,mBACE,2BAEA,kBACE,wDAGF,eAEE,uBAGF,wCACE,gFCxBJ,gBAIE,ICRA,kBACA,kBAFF,cAGE,OAGF,yBAEE,yCAEA,oBACE,kBACA,YCPF,0CAHA,yDACA,qBRAyB,CQFzB,iCACA,CAFF,WACE,CREyB,iBQoBzB,cAhBA,gCACE,wBAIF,QACE,yBAIF,eACE,mBPNF,UACE,CACA,WACA,CACA,MACA,CAEA,oBAJA,iBACA,CACA,KACA,CALA,UAWA,cOEF,wCACE,mBAIF,UACE,eCtBF,0CAPF,sCACE,CAEA,iBACA,CAHA,aACA,gBACA,CAEA,eACA,CAFA,iBACA,CACA,iBAKA,sBRFA,UACE,CACA,WACA,CACA,MACA,CAEA,oBAJA,iBACA,CACA,KACA,CALA,UACA,CAIA,UAMA,6BQHF,kCAJF,gCACE,0BACA,eACA,gBAEA,OlCEA,oDACA,CmCrBF,4BnCoBE,CACA,gBmCjBA,kBACA,iDnCoBE,yDAEE,gBAKF,kDACE,iDACA,+BAMA,wDACE,8BAGF,yDACE,sBAGF,oDACE,mBmC1CN,cACE,kBAGF,aACE,eAOF,gBACA,mCAFF,iBAGE,2BAMA,eACE,6BAGF,gBACE,+BAGF,iBACE,QnCfF,yBmCuBA,+CnCxBA,oDACA,CmCoBF,4BAIE,qDnCpBE,yDAEE,iBAKF,kDACE,iDACA,gCAMA,wDACE,+BAGF,yDACE,uBAGF,oDACE,iCmCCR,eAGE,4BCtDA,eACE,gBACA,qBAGF,cACE,uCAGF,eACE,mBACA,yCAGE,gBADF,eAEE,0CAGF,eACE,2BACA,gCAKJ,eACE,qDAQF,eACE,eACA,oBChCJ,kBAEE,aACA,eACA,gBAGA,WAIF,mBACE,UAKA,2BADF,QAIE,iCAIE,cADF,iBAEE,wBAIF,WACE,CACA,cADA,oBAEA,0CAIA,QACE,+CCpCJ,6CAEE,iBAGA,mDAIA,gCACE,wBAUF,YAGA,sBACA,SACA,CAXF,eAEE,CASA,gBARA,iBAGA,CAJA,cAUA,oCAGA,kBACE,UACA,uCAKE,mBAFF,YAGE,mBAUN,YACA,CAFF,eACE,CACA,cACA,wBAGA,YAEE,cACA,0BAIE,kBACA,CAFF,YACE,CAEA,QACA,oBAFA,gBAGA,mCAEA,gCACE,kEAOJ,kCACE,sCAMJ,YACE,oCAIF,gBACE,iBACA,mEAEA,mCACE,8BAQN,cAEE,sDAEA,eACE,oFAGA,YACE,mBACA,CAEA,gBACA,CAHA,QACA,gBACA,CACA,cACA,0FAKA,kBADF,YAEE,8FAEA,eACE,4FAKJ,mBACE,qBC/HJ,iBACA,mBACA,gBACA,CALF,kBACE,oBACA,CAGA,WACA,MAGF,iEACE,8BCVA,kBACA,CAQA,0CAPA,WAOA,CAXF,YAEE,CACA,sBASA,4CALA,4BACE,kDAQE,yCADF,2BAEE,oDAMF,0CADF,2BAEE,oCAGF,SAEE,4CAGF,8C9CRmB,mC8CarB,cAIE,+WC5CA,gCAQE,8EAGF,4CAEE,yCACA,kBACA,iCACA,eACA,iBACA,mCCNF,sBACA,CAHF,WAEE,CACA,eACA,8FAGA,oBAEE,iDAGF,yCACE,8FAIF,oBAEE,sGAEA,YACE,kBC7BN,uBACE,iCAIF,aAEE,O/C8EF,qBAIM,q+BAmPN,2BAxDY,+BAFA,8BAEA,iCAFA,2BAEA,8BAFA,yBAEA,4BAFA,4BAEA,+BAFA,4BAEA,+BAFA,+CAEA,qDAFA,2BAEA,8BAFA,8BAEA,6WAFA,uCAEA,uHAUV,yCACE,kDACA,wDACA,sDACA,mEACA,4DAfQ,CAgBR,+EAKA,sBAEE,wBAvBM,8BAFA,CAEA,gCAFA,2BAEA,8BAFA,CAEA,2BAFA,CAEA,8BAFA,CAEA,8BAFA,+CAEA,qDAFA,CAEA,6BAFA,8BAEA,6WAFA,uCAEA,uHAUV,yCACE,kDACA,wDACA,sDACA,mEACA,6DAfQ,kBA+DG,CA/CX,+EAKA,sBAEE,uBAvBM,8BAFA,CAEA,gCAFA,2BAEA,8BAFA,CAEA,2BAFA,CAEA,8BAFA,CAEA,8BAFA,+CAEA,qDAFA,CAEA,6BAFA,8BAEA,mWAFA,uCAEA,6HAUV,yCACE,kDACA,wDACA,sDACA,mEACA,6DAfQ,iBA+DG,CA/CX,+EAUA,sBAEE,uDAOF,mCACE,mEAOF,qBACE,qBACA,sCAIF,+BACE,oBAuBJ,8BACE,sBADF,gCACE,mBADF,6BACE,iBADF,2BACE,oBADF,8BACE,oBADF,8BACE,sBADF,gCACE,mBADF,6BACE,sBADF,gCACE,uBADF,iCACE,0BADF,oCACE,mBADF,6BACE,mBADF,6BACE,yBADF,mCACE,6BADF,uCACE,wBADF,kCACE,8BADF,wCACE,mBADF,6BACE,kBADF,4BACE,4BADF,sCACE,+BADF,yCACE,uBADF,iCACE,0BADF,oCACE,oBADF,8BACE,uBADF,iCACE,wBgD5QF,2BAnBA,8BAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,mCAKA,8BApCZ,gCAIA,wCAGA,gDAGA,0DACA,oEAGA,gCAiBY,qCAKA,4BApCZ,8BAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,mCAKA,yBApCZ,2BAIA,mCAGA,sCAGA,gDACA,0DAGA,2BAiBY,gCAKA,4BApCZ,iCAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,mCAKA,2BApCZ,6BAIA,qCAGA,0CAGA,oDACA,8DAGA,6BAiBY,kCAKA,0BApCZ,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,4BAiBY,iCAKA,0BApCZ,4BAIA,oCAGA,wCAGA,kDACA,4DAGA,4BAiBY,8BAKA,yBApCZ,2BAIA,mCAGA,sCAGA,gDACA,0DAGA,0BAdA,4BAIA,iCAGA,wCAGA,kDACA,4DAGA,uBAdA,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,uBAKA,2BAnBA,iCAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,gCAKA,8BApCZ,mCAIA,wCAGA,gDAGA,0DACA,oEAGA,gCAiBY,kCAKA,4BApCZ,iCAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,gCAKA,yBApCZ,8BAIA,mCAGA,sCAGA,gDACA,0DAGA,2BAiBY,6BAKA,4BApCZ,iCAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,gCAKA,2BApCZ,gCAIA,qCAGA,0CAGA,oDACA,8DAGA,6BAiBY,+BAKA,0BApCZ,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,4BAiBY,iCAKA,0BApCZ,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,4BAiBY,8BAKA,yBApCZ,2BAIA,mCAGA,sCAGA,gDACA,0DAGA,0BAdA,4BAIA,iCAGA,wCAGA,kDACA,4DAGA,uBAdA,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,CA0CE,6CADF,8CACE,qJAQF,+F5C3HE,sB4CuIJ,wCACE,sCAGA,kDACE,gDACA,sCAIA,4CACA,yEAFF,kDAME,uDAIF,YAEE,6DlDxIiB,qBkD2IjB,8CAEE,0CAIJ,wCACE,6CAiBE,+CACA,CANA,0EACA,CAGA,iCACA,CANF,6BACE,CACA,8BAGA,CAGA,+BADA,6BAEA,mDAKA,2CACA,CAHF,4CACE,sBACA,CACA,iCACA,wEAIF,wBACE,iCACA,+BAQF,yCACA,CAHA,gCACA,kCACA,CAHF,iCACE,CAKA,iBADA,wBACA,CAFA,eAGA,CAGE,4FADF,+CAWA,CAVE,wCAKJ,6CACE,uBACA,iBACA,gBAEA,qBAQJ,kBAEE,gG5C1OE,4C4CuPA,2CAKA,oDACA,CAXA,kBACA,CAUA,0DA2BA,CAxCF,kBACE,CAuCA,+DAvCA,YACA,CAEA,eACA,CACA,oBACA,CAFA,iBACA,CAHA,iBAwCA,mEA3BE,oDADF,QAGE,CAME,yIAGA,+CACE,sDACA,+DAGJ,+CAEE,CAVA,6IAGA,iDACE,wDACA,iEAGJ,iDAEE,CAVA,yIAGA,+CACE,sDACA,+DAGJ,+CAEE,CAVA,mIAGA,4CACE,mDACA,4DAGJ,4CAEE,CAVA,yIAGA,+CACE,sDACA,+DAGJ,+CAEE,CAVA,uIAGA,8CACE,qDACA,8DAGJ,8CAEE,CAVA,qIAGA,6CACE,oDACA,6DAGJ,6CAEE,CAVA,qIAGA,6CACE,oDACA,6DAGJ,6CAEE,CAVA,mIAGA,4CACE,mDACA,4DAGJ,4CAEE,CAVA,qIAGA,6CACE,oDACA,6DAGJ,6CAEE,CAVA,qIAGA,6CACE,oDACA,6DAGJ,6CAEE,mDlB9QN,UACE,CACA,WACA,CACA,MACA,CAEA,oBAJA,iBACA,CACA,KACA,CALA,UACA,CAIA,UAMA,mEkBgRE,gDADA,4CACA,CAFF,8DAGE,iEAIA,kBACA,8CAFF,mBAGE,qEAEA,SACE,uHAKJ,SAEE,0DAIF,8ClDjSiB,yBkDmSf,cAUJ,iBACE,iCACA,oBpD3RA,iCAWF,CoDkRE,yBpD/SF,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAoChC,8BAjDyB,6BoDsUrB,+EAOA,kDAKE,+CACA,+CACA,wBlDzUW,mFkDkUb,oDAKE,iDACA,iDACA,wBlDzUW,+EkDkUb,kDAKE,+CACA,+CACA,wBlDzUW,yEkDkUb,+CAKE,4CACA,4CACA,wBlDzUW,+EkDkUb,kDAKE,+CACA,+CACA,wBlDzUW,6EkDkUb,iDAKE,8CACA,8CACA,wBlDzUW,2EkDkUb,gDAKE,6CACA,6CACA,wBlDzUW,2EkDkUb,gDAKE,6CACA,6CACA,wBlDzUW,yEkDkUb,+CAKE,4CACA,4CACA,wBlDzUW,2EkDkUb,gDAKE,6CACA,6CACA,wBlDzUW,2EkDkUb,gDAKE,6CACA,6CACA,wBlDzUW,8CmDDf,aACE,yFAhBF,uBACE,gBACA,oEAKF,wBACE,gBACA,sCAyBF,gBACE,4EAkBE,6CnD9Ba,wBmDuBf,UACE,CAKA,WACA,CANA,4BACA,yBnDhCW,gGmD2Cb,2BACE,6BACA,4CAQJ,8CACE,kEAtEF,uBACE,gBACA,gEAKF,wBACE,gBACA,yDAsEA,2BACE,6BACA,oDC5ER,epDWmB,gEoDHjB,iBACE,4I9CKF,qD8CII,4B9CHJ,6lBAIE,yDAEE,8JAKF,kDACE,iDACA,4LAMA,wDACE,0LAGF,yDACE,0KAGF,oDACE,4KApCN,2CACA,qBACA,C8CgBI,oC9ClBJ,CAEA,aACA,iE8CqBI,wCACE,sBAOR,kBACE,yBAOF,cACE,gBACA,6C9CnCA,qD8CwCA,4B9CvCA,yMAIE,yDAEE,sDAKF,kDACE,iDACA,qEAMA,wDACE,oEAGF,yDACE,4DAGF,oDACE,iNApCN,2CACA,qBACA,C8CkDE,oC9CpDF,CAEA,aACA,4B8C4DA,YACE,sBACA,wBACA,mDAGF,oBrBnFyB,8BqByFvB,iBACE,wECpFN,eACE,UACA,4CCFE,mCACE,gBACA,0DAGF,iCACE,gCAKF,gBADF,QAEE,mCAEA,qBACE,CAEA,iDADA,aACA,CAFA,cAGA,qCAGA,eACE,2FAGF,gCAEE,gBACA,6GAKE,kCAFF,WACE,mBAEA","sources":["webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/pydata-sphinx-theme.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_layout.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_fonts.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_icons.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_admonitions.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_versionmodified.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/base/_base.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/abstracts/_links.scss","webpack://pydata_sphinx_theme/./node_modules/bootstrap/scss/_variables.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_bootstrap.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_skip-link.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_color.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_container.scss","webpack://pydata_sphinx_theme/./node_modules/bootstrap/scss/mixins/_breakpoints.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_announcement.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/abstracts/_mixins.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_article.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_footer.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_footer-article.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_footer-content.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_header.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_header-article.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_sidebar-primary.scss","webpack://pydata_sphinx_theme/./node_modules/bootstrap/scss/mixins/_grid.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_sidebar-secondary.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_sidebar-toggle.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_breadcrumbs.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_icon-links.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/header/_header-logo.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_navbar-links.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_page-toc.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_prev-next.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_search.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_searchbox.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_switcher-theme.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_switcher-version.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_toc-inpage.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_versionmodified.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_indices.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_readthedocs-switcher.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_admonitions.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/abstracts/_color.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_api.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_code.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_figures.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_footnotes.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_hacks.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_lists.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_quotes.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_spans.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_tables.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_toctree.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_math.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_ablog.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_bootstrap.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_copybutton.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_ethical-ads.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_execution.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_pydata.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_sphinx_design.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_togglebutton.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_notebooks.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_leaflet.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/pages/_search.scss"],"sourcesContent":["html{--pst-header-height: 4rem;--pst-header-article-height: calc(var(--pst-header-height) * 2 / 3);--pst-sidebar-secondary: 17rem}html{--pst-font-size-base: 1rem;--pst-font-size-h1: 2.5rem;--pst-font-size-h2: 2rem;--pst-font-size-h3: 1.75rem;--pst-font-size-h4: 1.5rem;--pst-font-size-h5: 1.25rem;--pst-font-size-h6: 1.1rem;--pst-font-size-milli: 0.9rem;--pst-sidebar-font-size: 0.9rem;--pst-sidebar-font-size-mobile: 1.1rem;--pst-sidebar-header-font-size: 1.2rem;--pst-sidebar-header-font-weight: 600;--pst-admonition-font-weight-heading: 600;--pst-font-weight-caption: 300;--pst-font-weight-heading: 400;--pst-font-family-base-system: -apple-system, \"BlinkMacSystemFont\", \"Segoe UI\", \"Helvetica Neue\", \"Arial\", sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\";--pst-font-family-monospace-system: \"SFMono-Regular\", \"Menlo\", \"Consolas\", \"Monaco\", \"Liberation Mono\", \"Lucida Console\", monospace;--pst-font-family-base: var(--pst-font-family-base-system);--pst-font-family-heading: var(--pst-font-family-base-system);--pst-font-family-monospace: var(--pst-font-family-monospace-system)}html{--pst-font-size-icon: 1.5rem;--pst-icon-check-circle: \"\";--pst-icon-info-circle: \"\";--pst-icon-exclamation-triangle: \"\";--pst-icon-exclamation-circle: \"\";--pst-icon-times-circle: \"\";--pst-icon-lightbulb: \"\";--pst-icon-download: \"\";--pst-icon-angle-left: \"\";--pst-icon-angle-right: \"\";--pst-icon-external-link: \"\";--pst-icon-search-minus: \"\";--pst-icon-github: \"\";--pst-icon-gitlab: \"\";--pst-icon-share: \"\";--pst-icon-bell: \"\";--pst-icon-pencil: \"\";--pst-breadcrumb-divider: \"\"}html{--pst-icon-admonition-default: var(--pst-icon-bell);--pst-icon-admonition-note: var(--pst-icon-info-circle);--pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);--pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);--pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);--pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);--pst-icon-admonition-error: var(--pst-icon-times-circle);--pst-icon-admonition-hint: var(--pst-icon-lightbulb);--pst-icon-admonition-tip: var(--pst-icon-lightbulb);--pst-icon-admonition-important: var(--pst-icon-exclamation-circle);--pst-icon-admonition-seealso: var(--pst-icon-share);--pst-icon-admonition-todo: var(--pst-icon-pencil)}html{--pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle)}:root{--pst-teal-50: #f4fbfc;--pst-teal-100: #e9f6f8;--pst-teal-200: #d0ecf1;--pst-teal-300: #abdde6;--pst-teal-400: #3fb1c5;--pst-teal-500: #0a7d91;--pst-teal-600: #085d6c;--pst-teal-700: #064752;--pst-teal-800: #042c33;--pst-teal-900: #021b1f;--pst-violet-50: #f4eefb;--pst-violet-100: #e0c7ff;--pst-violet-200: #d5b4fd;--pst-violet-300: #b780ff;--pst-violet-400: #9c5ffd;--pst-violet-500: #8045e5;--pst-violet-600: #6432bd;--pst-violet-700: #4b258f;--pst-violet-800: #341a61;--pst-violet-900: #1e0e39;--pst-gray-50: #f9f9fa;--pst-gray-100: #f3f4f5;--pst-gray-200: #e5e7ea;--pst-gray-300: #d1d5da;--pst-gray-400: #9ca4af;--pst-gray-500: #677384;--pst-gray-600: #48566b;--pst-gray-700: #29313d;--pst-gray-800: #222832;--pst-gray-900: #14181e;--pst-pink-50: #fcf8fd;--pst-pink-100: #fcf0fa;--pst-pink-200: #f8dff5;--pst-pink-300: #f3c7ee;--pst-pink-400: #e47fd7;--pst-pink-500: #c132af;--pst-pink-600: #912583;--pst-pink-700: #6e1c64;--pst-pink-800: #46123f;--pst-pink-900: #2b0b27;--pst-foundation-white: #ffffff;--pst-foundation-black: #14181e}html:not([data-theme]){--pst-color-primary: #0a7d91;--pst-color-primary-bg: #d0ecf1;--pst-color-secondary: #8045e5;--pst-color-secondary-bg: #e0c7ff;--pst-color-accent: #c132af;--pst-color-accent-bg: #f8dff5;--pst-color-info: #276be9;--pst-color-info-bg: #dce7fc;--pst-color-warning: #f66a0a;--pst-color-warning-bg: #f8e3d0;--pst-color-success: #00843f;--pst-color-success-bg: #d6ece1;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #d72d47;--pst-color-danger-bg: #f9e1e4;--pst-color-text-base: #222832;--pst-color-text-muted: #48566b;--pst-color-heading-color: #fff;--pst-color-shadow: rgba(0, 0, 0, 0.1);--pst-color-border: #d1d5da;--pst-color-border-muted: rgba(23, 23, 26, 0.2);--pst-color-blockquote-notch: #677384;--pst-color-inline-code: #912583;--pst-color-inline-code-links: #085d6c;--pst-color-target: #f3cf95;--pst-color-table: #14181e;--pst-color-table-row-hover-bg: #b780ff;--pst-color-table-inner-border: #e5e7ea;--pst-color-background: #ffffff;--pst-color-on-background: #ffffff;--pst-color-surface: #f3f4f5;--pst-color-on-surface: #222832}html:not([data-theme]){--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html:not([data-theme]) .only-dark,html:not([data-theme]) .only-dark~figcaption{display:none !important}html[data-theme=light]{--pst-color-primary: #0a7d91;--pst-color-primary-bg: #d0ecf1;--pst-color-secondary: #8045e5;--pst-color-secondary-bg: #e0c7ff;--pst-color-accent: #c132af;--pst-color-accent-bg: #f8dff5;--pst-color-info: #276be9;--pst-color-info-bg: #dce7fc;--pst-color-warning: #f66a0a;--pst-color-warning-bg: #f8e3d0;--pst-color-success: #00843f;--pst-color-success-bg: #d6ece1;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #d72d47;--pst-color-danger-bg: #f9e1e4;--pst-color-text-base: #222832;--pst-color-text-muted: #48566b;--pst-color-heading-color: #fff;--pst-color-shadow: rgba(0, 0, 0, 0.1);--pst-color-border: #d1d5da;--pst-color-border-muted: rgba(23, 23, 26, 0.2);--pst-color-blockquote-notch: #677384;--pst-color-inline-code: #912583;--pst-color-inline-code-links: #085d6c;--pst-color-target: #f3cf95;--pst-color-table: #14181e;--pst-color-table-row-hover-bg: #b780ff;--pst-color-table-inner-border: #e5e7ea;--pst-color-background: #ffffff;--pst-color-on-background: #ffffff;--pst-color-surface: #f3f4f5;--pst-color-on-surface: #222832;color-scheme:light}html[data-theme=light]{--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html[data-theme=light] .only-dark,html[data-theme=light] .only-dark~figcaption{display:none !important}html[data-theme=dark]{--pst-color-primary: #3fb1c5;--pst-color-primary-bg: #042c33;--pst-color-secondary: #9c5ffd;--pst-color-secondary-bg: #341a61;--pst-color-accent: #e47fd7;--pst-color-accent-bg: #46123f;--pst-color-info: #79a3f2;--pst-color-info-bg: #06245d;--pst-color-warning: #ff9245;--pst-color-warning-bg: #652a02;--pst-color-success: #5fb488;--pst-color-success-bg: #002f17;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #e78894;--pst-color-danger-bg: #4e111b;--pst-color-text-base: #ced6dd;--pst-color-text-muted: #9ca4af;--pst-color-heading-color: #14181e;--pst-color-shadow: rgba(0, 0, 0, 0.2);--pst-color-border: #48566b;--pst-color-border-muted: #29313d;--pst-color-blockquote-notch: #9ca4af;--pst-color-inline-code: #f3c7ee;--pst-color-inline-code-links: #3fb1c5;--pst-color-target: #675c04;--pst-color-table: #ffffff;--pst-color-table-row-hover-bg: #6432bd;--pst-color-table-inner-border: #364150;--pst-color-background: #14181e;--pst-color-on-background: #222832;--pst-color-surface: #29313d;--pst-color-on-surface: #f3f4f5;color-scheme:dark}html[data-theme=dark]{--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html[data-theme=dark] .only-light,html[data-theme=dark] .only-light~figcaption{display:none !important}html[data-theme=dark] img:not(.only-dark,.dark-light){filter:brightness(0.8) contrast(1.2)}html[data-theme=dark] .bd-content img:not(.only-dark,.dark-light){background-color:#fff;border-radius:.25rem}html[data-theme=dark] .MathJax_SVG *{fill:var(--pst-color-text-base)}.pst-color-primary{color:var(--pst-color-primary)}.pst-color-secondary{color:var(--pst-color-secondary)}.pst-color-accent{color:var(--pst-color-accent)}.pst-color-info{color:var(--pst-color-info)}.pst-color-warning{color:var(--pst-color-warning)}.pst-color-success{color:var(--pst-color-success)}.pst-color-attention{color:var(--pst-color-attention)}.pst-color-danger{color:var(--pst-color-danger)}.pst-color-text-base{color:var(--pst-color-text-base)}.pst-color-text-muted{color:var(--pst-color-text-muted)}.pst-color-heading-color{color:var(--pst-color-heading-color)}.pst-color-shadow{color:var(--pst-color-shadow)}.pst-color-border{color:var(--pst-color-border)}.pst-color-border-muted{color:var(--pst-color-border-muted)}.pst-color-blockquote-notch{color:var(--pst-color-blockquote-notch)}.pst-color-inline-code{color:var(--pst-color-inline-code)}.pst-color-inline-code-links{color:var(--pst-color-inline-code-links)}.pst-color-target{color:var(--pst-color-target)}.pst-color-table{color:var(--pst-color-table)}.pst-color-table-row-hover{color:var(--pst-color-table-row-hover)}.pst-color-table-inner-border{color:var(--pst-color-table-inner-border)}.pst-color-background{color:var(--pst-color-background)}.pst-color-on-background{color:var(--pst-color-on-background)}.pst-color-surface{color:var(--pst-color-surface)}.pst-color-on-surface{color:var(--pst-color-on-surface)}html{font-size:var(--pst-font-size-base);scroll-padding-top:calc(var(--pst-header-height) + 1rem)}body{background-color:var(--pst-color-background);font-family:var(--pst-font-family-base);font-weight:400;line-height:1.65;color:var(--pst-color-text-base);min-height:100vh;display:flex;flex-direction:column}body::-webkit-scrollbar-track{background-color:var(--pst-color-background)}p{margin-bottom:1.15rem;font-size:1em}p.rubric{border-bottom:1px solid var(--pst-color-border)}p.centered{text-align:center}a{word-wrap:break-word;color:var(--pst-color-link);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em}a:hover{color:var(--pst-color-link-hover);text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}a:active{color:var(--pst-color-link)}a:visited{color:var(--pst-color-link)}a:visited:hover{color:var(--pst-color-link-hover)}a.headerlink{color:var(--pst-color-secondary);opacity:.7;font-size:.8em;padding:0 4px;margin-left:.2em;text-decoration:none;transition:all .2s ease-out;user-select:none}a.headerlink:hover{opacity:1}a.github::before,a.gitlab::before{color:var(--pst-color-text-muted);font:var(--fa-font-brands);margin-right:.25rem}a.github::before{content:var(--pst-icon-github)}a.gitlab::before{content:var(--pst-icon-gitlab)}h6,h5,h4,h3,h2,h1{margin:2.75rem 0 1.05rem;font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-heading);line-height:1.15}h1{margin-top:0;font-size:var(--pst-font-size-h1);color:var(--pst-heading-color)}h2{font-size:var(--pst-font-size-h2);color:var(--pst-heading-color)}h3{font-size:var(--pst-font-size-h3);color:var(--pst-heading-color)}h4{font-size:var(--pst-font-size-h4);color:var(--pst-heading-color)}h5{font-size:var(--pst-font-size-h5);color:var(--pst-color-text-base)}h6{font-size:var(--pst-font-size-h6);color:var(--pst-color-text-base)}small,.text_small{font-size:var(--pst-font-size-milli)}hr{border:0;border-top:1px solid var(--pst-color-border)}pre,code,kbd,samp{font-family:var(--pst-font-family-monospace)}kbd{background-color:var(--pst-color-on-background);color:var(--pst-color-text-muted)}kbd:not(.compound){border:1px solid var(--pst-color-border);margin:0 .1rem;padding:.1rem .4rem;box-shadow:1px 1px 1px var(--pst-color-shadow)}code{color:var(--pst-color-inline-code)}pre{margin:1.5em 0;padding:1rem;background-color:var(--pst-color-surface);color:var(--pst-color-text-base);line-height:1.2em;border:1px solid var(--pst-color-border);border-radius:.25rem}pre .linenos{opacity:.8;padding-right:10px}#pst-back-to-top{z-index:1080;position:fixed;display:none;top:90vh;left:50vw;transform:translate(-50%);color:var(--pst-color-secondary-text);background-color:var(--pst-color-secondary);border:none}#pst-back-to-top .fa-arrow-up{margin-inline-end:.5em}#pst-back-to-top:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover);text-decoration-thickness:1px;background-color:var(--pst-violet-600);color:var(--pst-color-secondary-text)}#pst-back-to-top:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem;outline-color:var(--pst-color-secondary);outline-offset:.1875rem}:focus-visible{outline:var(--pst-color-accent) solid .1875rem;box-shadow:none}.skip-link{position:fixed;top:0;left:0;right:0;text-align:center;background-color:var(--pst-color-warning);padding:.5rem;z-index:1055;border-bottom:1px solid var(--pst-color-border);transform:translateY(-100%);transition:transform 150ms ease-in-out}.skip-link:focus-within{transform:translateY(0%)}.skip-link a{color:var(--pst-color-warning-text) !important}.skip-link a:focus-visible{outline-color:#14181e}.bd-container{flex-grow:1;display:flex;justify-content:center}.bd-container .bd-container__inner{display:flex}.bd-page-width{width:100%}@media(min-width: 960px){.bd-page-width{max-width:88rem}}.pst-async-banner-revealer{height:0;overflow:hidden;transition:height 300ms ease-in-out}@media(prefers-reduced-motion){.pst-async-banner-revealer{transition:none}}#bd-header-version-warning,.bd-header-announcement{min-height:3rem;width:100%;display:flex;position:relative;align-items:center;justify-content:center;text-align:center;padding:.5rem 12.5%}@media(max-width: 959.98px){#bd-header-version-warning,.bd-header-announcement{padding:.5rem 2%}}#bd-header-version-warning p,.bd-header-announcement p{font-weight:bold;margin:0}#bd-header-version-warning a,.bd-header-announcement a{color:var(--pst-color-inline-code-links)}#bd-header-version-warning .pst-button-link-to-stable-version,.bd-header-announcement .pst-button-link-to-stable-version{box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important;background-color:var(--pst-color-danger);border-color:var(--pst-color-danger);color:var(--pst-color-danger-text);border-radius:.25rem}#bd-header-version-warning .pst-button-link-to-stable-version:hover,.bd-header-announcement .pst-button-link-to-stable-version:hover{background-color:var(--pst-color-danger-highlight);border-color:var(--pst-color-danger-highlight);color:var(--pst-color-danger-text)}#bd-header-version-warning .pst-button-link-to-stable-version:focus-visible,.bd-header-announcement .pst-button-link-to-stable-version:focus-visible{outline:.1875rem solid var(--pst-color-danger);outline-offset:.1875rem}.bd-header-announcement{background-color:var(--pst-color-secondary-bg)}#bd-header-version-warning{background-color:var(--pst-color-danger-bg)}.bd-main{flex-grow:1;flex-direction:column;display:flex;min-width:0}.bd-main .bd-content{display:flex;justify-content:center;height:100%}.bd-main .bd-content .bd-article-container{justify-content:start;display:flex;flex-direction:column;width:100%;max-width:60em;overflow-x:auto;padding:1rem}@media(min-width: 1200px){.bd-main .bd-content .bd-article-container .bd-article{padding-top:1.5rem;padding-left:2rem}}.bd-footer{width:100%;border-top:1px solid var(--pst-color-border)}.bd-footer .bd-footer__inner{display:flex;flex-grow:1;padding:1rem;margin:auto}.bd-footer .footer-items__start,.bd-footer .footer-items__center,.bd-footer .footer-items__end{display:flex;flex-direction:column;gap:.5rem;justify-content:center;flex-grow:1}.bd-footer .footer-items__center{text-align:center}.bd-footer .footer-items__end{text-align:end}.bd-footer .footer-item p{margin-bottom:0}.bd-footer-article{margin-top:auto}.bd-footer-article .footer-article-items{display:flex;flex-direction:column}.bd-footer-content .footer-content-items{display:flex;flex-direction:column;margin-top:auto}.bd-header{position:sticky;top:0;z-index:1030;background-color:var(--pst-color-on-background) !important;box-shadow:0 .125rem .25rem 0 var(--pst-color-shadow);width:100%;padding:0;max-width:100vw;justify-content:center}.bd-header .bd-header__inner{display:flex;align-items:center;height:fit-content;padding-left:1rem;padding-right:1rem}.bd-header :focus-visible{border-radius:.125rem}.bd-header .navbar-item{height:var(--pst-header-height);max-height:var(--pst-header-height);display:flex;align-items:center}.bd-header .navbar-header-items{display:none;flex-shrink:1}@media(min-width: 960px){.bd-header .navbar-header-items{display:inherit;flex-grow:1;padding:0 0 0 .5rem}}.bd-header .navbar-header-items__end,.bd-header .navbar-header-items__center,.bd-header .navbar-header-items__start{display:flex;align-items:center;flex-flow:wrap;row-gap:0}.bd-header .navbar-header-items__end,.bd-header .navbar-header-items__center{column-gap:1rem}.bd-header .navbar-header-items__start{flex-shrink:0;margin-right:auto;gap:.5rem}.bd-header .navbar-header-items__end{justify-content:end}.bd-header .navbar-nav{display:flex}@media(min-width: 960px){.bd-header .navbar-nav{align-items:baseline}}.bd-header .navbar-nav li.pst-header-nav-item{margin-inline:2px}.bd-header .navbar-nav li.pst-header-nav-item.dropdown{margin-inline:4px}.bd-header .navbar-nav li.pst-header-nav-item.dropdown button{padding-inline:8px}.bd-header .navbar-nav li.pst-header-nav-item a{padding-inline:6px}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link,.bd-header .navbar-nav li.pst-header-nav-item>.dropdown-toggle{border-radius:2px;color:var(--pst-color-text-muted)}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link{position:relative}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link::before{content:\"\";display:block;position:absolute;inset:0;background-color:rgba(0,0,0,0)}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link:hover{color:var(--pst-color-secondary);text-decoration:none}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link:hover::before{border-bottom:3px solid var(--pst-color-secondary)}.bd-header .navbar-nav li.pst-header-nav-item>.nav-link:focus-visible{box-shadow:none;outline:3px solid var(--pst-color-accent);outline-offset:3px}.bd-header .navbar-nav li.pst-header-nav-item>.dropdown-toggle:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent)}.bd-header .navbar-nav li.pst-header-nav-item>.dropdown-toggle:hover{text-decoration:none;box-shadow:0 0 0 .1875rem var(--pst-color-link-hover);color:var(--pst-color-text-base)}.bd-header .navbar-nav li.pst-header-nav-item.current>.nav-link{color:var(--pst-color-primary)}.bd-header .navbar-nav li.pst-header-nav-item.current>.nav-link::before{border-bottom:3px solid var(--pst-color-primary)}.bd-header .navbar-nav li a.nav-link.dropdown-item{color:var(--pst-color-text-muted);text-decoration:none}.bd-header .navbar-nav li a.nav-link.dropdown-item:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}.bd-header .navbar-nav .dropdown button{display:unset;border:none}.bd-header .navbar-nav .dropdown button:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover)}.bd-header .navbar-nav .dropdown .dropdown-menu{z-index:1070;border:1px solid var(--pst-color-border);box-shadow:0 0 .3rem .1rem var(--pst-color-shadow);background-color:var(--pst-color-on-background);padding:.5rem 0;margin:.5rem 0;min-width:20rem}.bd-header .navbar-nav .dropdown .dropdown-menu .dropdown-item{padding:.25rem 1.5rem}.bd-header .navbar-nav .dropdown .dropdown-menu .dropdown-item:focus:not(:hover,:active){background-color:inherit}.bd-header .navbar-nav .dropdown .dropdown-menu .dropdown-item:focus-visible{z-index:10}.bd-header .navbar-nav .dropdown .dropdown-menu:not(.show){display:none}.bd-header button.sidebar-toggle{display:flex;cursor:pointer;font-size:var(--pst-font-size-icon);align-items:center;color:var(--pst-color-muted);margin-bottom:0;padding-bottom:.25rem;background-color:inherit;border:none}.bd-header button.sidebar-toggle:hover{color:var(--pst-color-link-hover);box-shadow:0 max(3px, .1875rem, .12em) 0 var(--pst-color-link-hover)}.bd-header button.primary-toggle{margin-right:1rem}@media(min-width: 960px){.bd-header button.primary-toggle{display:none}}.bd-header button.secondary-toggle{margin-left:1rem}@media(min-width: 1200px){.bd-header button.secondary-toggle{display:none}}@media(min-width: 960px){.navbar-center-items .navbar-item{display:inline-block}}.nav-link{transition:none}.nav-link:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover)}.nav-link.nav-external::after{font:var(--fa-font-solid);content:var(--pst-icon-external-link);font-size:.75em;margin-left:.3em}.bd-navbar-elements li.nav-item i{font-size:.7rem;padding-left:2px;vertical-align:middle}.navbar-persistent--mobile{margin-left:auto}@media(min-width: 960px){.navbar-persistent--mobile{display:none}}.navbar-persistent--container{display:none}@media(min-width: 960px){.navbar-persistent--container{display:flex}}.header-article__inner{display:flex;padding:0 .5rem}.header-article__inner .header-article-item{min-height:var(--pst-header-article-height);height:var(--pst-header-article-height)}.header-article__inner .header-article-items__start,.header-article__inner .header-article-items__end{display:flex;align-items:start;gap:.5rem}.header-article__inner .header-article-items__end{margin-left:auto}.bd-sidebar-primary{display:flex;flex-direction:column;gap:1rem;max-height:calc(100vh - var(--pst-header-height));position:sticky;top:var(--pst-header-height);flex:0 0 auto;width:25%;padding:2rem 1rem 1rem 1rem;border-right:1px solid var(--pst-color-border);background-color:var(--pst-color-background);overflow-y:auto;font-size:var(--pst-sidebar-font-size-mobile)}@media(min-width: 960px){.bd-sidebar-primary{font-size:var(--pst-sidebar-font-size)}}.bd-sidebar-primary :focus-visible{border-radius:.125rem}.bd-sidebar-primary .nav-link{font-size:var(--pst-sidebar-font-size-mobile)}.bd-sidebar-primary.no-sidebar{border-right:0}@media(min-width: 960px){.bd-sidebar-primary.hide-on-wide{display:none}}.bd-sidebar-primary h1,.bd-sidebar-primary h2,.bd-sidebar-primary h3,.bd-sidebar-primary h4{color:var(--pst-color-text-base)}.bd-sidebar-primary .sidebar-primary-items__start .sidebar-primary-item,.bd-sidebar-primary .sidebar-primary-items__end .sidebar-primary-item{padding:.5rem 0}.bd-sidebar-primary .sidebar-header-items{display:flex;flex-direction:column}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__title{font-weight:var(--pst-sidebar-header-font-weight);font-size:var(--pst-sidebar-header-font-size);color:var(--pst-color-text-base);margin-bottom:.5rem}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown button{display:none}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu{display:flex;flex-direction:column;padding:0;margin:0;border:none;background-color:inherit;font-size:inherit}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu .dropdown-item:hover,.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu .dropdown-item:focus{background-color:unset}.bd-sidebar-primary .sidebar-header-items .bd-navbar-elements .nav-link:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem;outline-offset:.1875rem}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__center{display:flex;flex-direction:column}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__end{display:flex;align-items:center;gap:1rem}@media(min-width: 960px){.bd-sidebar-primary .sidebar-header-items{display:none}}.bd-sidebar-primary .sidebar-primary-items__start{border-top:1px solid var(--pst-color-border)}@media(min-width: 960px){.bd-sidebar-primary .sidebar-primary-items__start{border-top:none}}.bd-sidebar-primary .sidebar-primary-items__end{margin-top:auto;margin-bottom:1em}.bd-sidebar-primary .list-caption{list-style:none;padding-left:0}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary{position:relative;height:auto;width:auto;display:flex;justify-content:space-between;align-items:baseline}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary .toctree-toggle{flex:0 0 auto}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary .toctree-toggle .fa-chevron-down{font-size:1rem}.bd-sidebar-primary li.has-children{position:relative}.bd-sidebar-primary li.has-children>.reference,.bd-sidebar-primary li.has-children .caption{margin-right:calc(30px + .1875rem);padding-top:.25rem}.bd-sidebar-primary li.has-children>details>summary{list-style:none}.bd-sidebar-primary li.has-children>details>summary::-webkit-details-marker{display:none}.bd-sidebar-primary li.has-children>details>summary:focus-visible{outline:none}.bd-sidebar-primary li.has-children>details>summary:focus-visible>.toctree-toggle{outline:var(--pst-color-accent) solid .1875rem;outline-offset:-0.1875rem}.bd-sidebar-primary li.has-children>details>summary .toctree-toggle{cursor:pointer;position:absolute;top:0;right:0;width:30px;height:30px;display:inline-flex;justify-content:center;align-items:center}.bd-sidebar-primary li.has-children>details>summary .toctree-toggle .fa-chevron-down{font-size:.75rem}.bd-sidebar-primary li.has-children>details[open]>summary .fa-chevron-down{transform:rotate(180deg)}nav.bd-links{margin-right:-1rem}@media(min-width: 960px){nav.bd-links{display:block}}nav.bd-links ul{list-style:none}nav.bd-links ul ul{padding:0 0 0 1rem}nav.bd-links li>a{display:block;padding:.25rem .65rem;color:var(--pst-color-text-muted);text-decoration:none;box-shadow:none;margin-right:.1875rem}nav.bd-links li>a:hover{text-decoration:underline;background-color:rgba(0,0,0,0);color:var(--pst-color-link-hover);text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}nav.bd-links li>a:active{color:var(--pst-color-link-hover)}nav.bd-links li>a:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent);outline:none;z-index:10}nav.bd-links li>a.reference.external::after{font:var(--fa-font-solid);content:var(--pst-icon-external-link);font-size:.75em;margin-left:.3em}nav.bd-links .current>a{font-weight:600;color:var(--pst-color-primary);box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary);background-color:rgba(0,0,0,0)}nav.bd-links .current>a:focus-visible{box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}nav.bd-links p.bd-links__title{font-size:var(--pst-sidebar-header-font-size);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}nav.bd-links p.caption{font-weight:var(--pst-sidebar-header-font-weight);position:relative;margin-top:1.25rem;margin-bottom:.5rem;color:var(--pst-color-text-base);font-size:var(--pst-sidebar-font-size-mobile)}nav.bd-links p.caption:first-child{margin-top:0}@media(min-width: 960px){nav.bd-links p.caption{font-size:var(--pst-sidebar-font-size)}}.bd-sidebar-secondary{display:flex;order:2;flex-shrink:0;flex-direction:column;position:sticky;top:var(--pst-header-height);max-height:calc(100vh - var(--pst-header-height));padding:2rem 1rem 1rem;width:var(--pst-sidebar-secondary);font-size:var(--pst-sidebar-font-size-mobile);background-color:var(--pst-color-background);overflow-y:auto}@media(min-width: 1200px){.bd-sidebar-secondary{font-size:var(--pst-sidebar-font-size)}}.sidebar-secondary-item{padding:.5rem}@media(min-width: 1200px){.sidebar-secondary-item{border-left:1px solid var(--pst-color-border);padding-left:1rem}}.sidebar-secondary-item i{padding-right:.5rem}input.sidebar-toggle{display:none}label.overlay{background-color:#000;opacity:.5;height:0;width:0;position:fixed;top:0;left:0;transition:opacity 200ms ease-out;z-index:1050}input#pst-primary-sidebar-checkbox:checked+label.overlay.overlay-primary,input#pst-secondary-sidebar-checkbox:checked+label.overlay.overlay-secondary{height:100vh;width:100vw}input#pst-primary-sidebar-checkbox:checked~.bd-container .bd-sidebar-primary{visibility:visible;margin-left:0}input#pst-secondary-sidebar-checkbox:checked~.bd-container .bd-sidebar-secondary{visibility:visible;margin-right:0}@media(min-width: 960px){.sidebar-toggle.primary-toggle{display:none}input#pst-primary-sidebar-checkbox:checked+label.overlay.overlay-primary{height:0;width:0}.bd-sidebar-primary{margin-left:0;visibility:visible}}@media(max-width: 959.98px){.bd-sidebar-primary{position:fixed;top:0;z-index:1055;height:100vh;max-height:100vh;width:75%;flex-grow:.75;max-width:350px;transition:visibility 200ms ease-out,margin 200ms ease-out;visibility:hidden;margin-left:-75%;left:0}}@media(max-width: 1199.98px){.bd-sidebar-secondary{position:fixed;top:0;z-index:1055;height:100vh;max-height:100vh;width:75%;flex-grow:.75;max-width:350px;transition:visibility 200ms ease-out,margin 200ms ease-out;visibility:hidden;margin-right:-75%;right:0}}ul.bd-breadcrumbs{list-style:none;padding-left:0;display:flex;flex-wrap:wrap;font-size:.8rem}ul.bd-breadcrumbs li.breadcrumb-item{display:flex;align-items:center;font-weight:bold}ul.bd-breadcrumbs li.breadcrumb-item a{color:var(--pst-color-text-muted);text-decoration:none}ul.bd-breadcrumbs li.breadcrumb-item a:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}ul.bd-breadcrumbs li.breadcrumb-item:not(.breadcrumb-home)::before{font:var(--fa-font-solid);font-size:.8rem;content:var(--pst-breadcrumb-divider);color:var(--pst-color-text-muted);padding:0 .5rem}.navbar-icon-links{display:flex;flex-flow:row wrap;column-gap:1rem;justify-content:space-evenly}.navbar-icon-links li.nav-item a.nav-link{padding-left:0;padding-right:0}.navbar-icon-links li.nav-item a.nav-link:hover{color:var(--pst-color-link-hover);box-shadow:0 max(3px, .1875rem, .12em) 0 var(--pst-color-link-hover)}.navbar-icon-links li.nav-item a.nav-link:focus{color:inherit}.navbar-icon-links a span{display:flex;align-items:center}.navbar-icon-links i.fa-brands,.navbar-icon-links i.fa-regular,.navbar-icon-links i.fa-solid{vertical-align:middle;font-style:normal;font-size:var(--pst-font-size-icon)}.navbar-icon-links i.fa-square-twitter::before{color:#55acee}.navbar-icon-links i.fa-square-gitlab::before{color:#548}.navbar-icon-links i.fa-bitbucket::before{color:#0052cc}.navbar-icon-links img.icon-link-image{height:1.5em;border-radius:.2rem}.navbar-icon-links .fa-pydata{stroke:var(--pst-color-background);stroke-linejoin:round;stroke-width:.35}.navbar-brand{position:relative;height:var(--pst-header-height);max-height:var(--pst-header-height);padding:.5rem 0;width:auto;margin:0;display:flex;flex-shrink:0;align-items:center;gap:.5rem}.navbar-brand p{color:var(--pst-color-text-base);margin-bottom:0}.navbar-brand img{max-width:100%;height:100%;width:auto}.navbar-brand:hover,.navbar-brand:visited:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover);color:var(--pst-color-text-base)}.navbar-nav ul{display:block;list-style:none}.navbar-nav ul ul{padding:0 0 0 1rem}.navbar-nav li{display:flex;flex-direction:column}.navbar-nav li a{display:flex;align-items:center;height:100%;padding-top:.25rem;padding-bottom:.25rem;color:var(--pst-color-text-muted);text-decoration:none}.navbar-nav li a:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}.page-toc .section-nav{padding-left:0;border-bottom:none}.page-toc .section-nav ul{padding-left:1rem}.page-toc .nav-link{font-size:var(--pst-sidebar-font-size-mobile)}@media(min-width: 1200px){.page-toc .nav-link{font-size:var(--pst-sidebar-font-size)}}.page-toc .onthispage{color:var(--pst-color-text-base);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}.prev-next-area{width:100%}.prev-next-area p{color:var(--pst-color-text-muted);margin:0 .3em;line-height:1.3em}.prev-next-area i{font-size:1.2em}.prev-next-area a{display:flex;align-items:center;border:none;padding:10px;max-width:45%;overflow-x:hidden;color:var(--pst-color-text-muted);text-decoration:none}.prev-next-area a p.prev-next-title{word-wrap:break-word;color:var(--pst-color-link);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;font-weight:var(--pst-admonition-font-weight-heading);font-size:1.1em}.prev-next-area a p.prev-next-title:hover{color:var(--pst-color-link-hover);text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}.prev-next-area a p.prev-next-title:active{color:var(--pst-color-link)}.prev-next-area a p.prev-next-title:visited{color:var(--pst-color-link)}.prev-next-area a p.prev-next-title:visited:hover{color:var(--pst-color-link-hover)}.prev-next-area a:hover p.prev-next-title,.prev-next-area a:visited:hover p.prev-next-title{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover)}.prev-next-area a .prev-next-info{flex-direction:column;margin:0 .5em}.prev-next-area a .prev-next-info .prev-next-subtitle{text-transform:capitalize}.prev-next-area a.left-prev{float:left}.prev-next-area a.right-next{float:right}.prev-next-area a.right-next div.prev-next-info{text-align:right}.bd-search{position:relative;padding-left:.5rem;gap:.5rem;background-color:var(--pst-color-background);border-radius:.25rem;border:1px solid var(--pst-color-border);color:var(--pst-color-text-base)}.bd-search:active{background-color:var(--pst-color-background);color:var(--pst-color-text-muted)}.bd-search .icon{position:absolute;color:var(--pst-color-border);left:25px}.bd-search .fa-solid.fa-magnifying-glass{position:absolute;left:calc((2.5rem - .7em)/2);color:var(--pst-color-text-muted)}.bd-search input::placeholder{color:var(--pst-color-text-muted)}.bd-search input::-webkit-search-cancel-button,.bd-search input::-webkit-search-decoration{appearance:none}.bd-search .search-button__kbd-shortcut{display:flex;position:absolute;right:.5rem;color:var(--pst-color-border)}.form-control{background-color:var(--pst-color-background);color:var(--pst-color-text-base)}.form-control:focus,.form-control:focus-visible{border:none;background-color:var(--pst-color-background);color:var(--pst-color-text-muted)}.search-button{display:flex;align-items:center;align-content:center;color:var(--pst-color-text-muted);padding:0;border-radius:0;border:none;font-size:1rem;padding-left:0;padding-right:0}.search-button:hover{color:var(--pst-color-link-hover);box-shadow:0 max(3px, .1875rem, .12em) 0 var(--pst-color-link-hover)}.search-button i{font-size:1.3rem}.search-button__search-container,.search-button__overlay{display:none}.search-button__wrapper.show .search-button__search-container{display:flex;position:fixed;z-index:1055;top:30%;left:50%;transform:translate(-50%, -50%);right:1rem;margin-top:.5rem;width:90%;max-width:800px}.search-button__wrapper.show .search-button__overlay{display:flex;position:fixed;z-index:1050;background-color:#000;opacity:.5;width:100%;height:100%;top:0;left:0}.search-button__wrapper.show form.bd-search{flex-grow:1;padding-top:0;padding-bottom:0}.search-button__wrapper.show svg,.search-button__wrapper.show input{font-size:var(--pst-font-size-icon)}.search-button-field{display:inline-flex;align-items:center;border:var(--pst-color-border) solid 1px;border-radius:1.5em;color:var(--pst-color-text-muted);padding:.5em;background-color:var(--pst-color-surface)}.search-button-field:hover{box-shadow:0 0 0 .1875rem var(--pst-color-link-hover)}.search-button-field:focus-visible{border-radius:1.5em}.search-button-field .search-button__default-text{font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);margin-right:.5em;margin-left:.5em}.search-button-field .kbd-shortcut__modifier{font-size:.75em}.search-button-field>*{align-items:center}.search-button-field>:not(svg){display:none}@media(min-width: 960px){.search-button-field>:not(svg){display:flex}}div#searchbox p.highlight-link{margin:1rem 0;width:fit-content;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}@media(min-width: 1200px){div#searchbox p.highlight-link{margin-left:2rem}}div#searchbox p.highlight-link a{border-radius:.25rem;font-size:1.25rem;padding:.75rem;background-color:var(--pst-color-primary);color:var(--pst-color-primary-text);text-decoration:none;transition:box-shadow .25s ease-out}div#searchbox p.highlight-link a:hover{box-shadow:inset 0 0 50px 50px rgba(0,0,0,.25)}div#searchbox p.highlight-link a::before{content:var(--pst-icon-search-minus);color:unset;font:var(--fa-font-solid);margin-right:.5rem}.theme-switch-button{color:var(--pst-color-text-muted);border-radius:0;border:none;font-size:1rem;padding-left:0;padding-right:0}.theme-switch-button:hover:hover{color:var(--pst-color-link-hover);box-shadow:0 max(3px, .1875rem, .12em) 0 var(--pst-color-link-hover)}.theme-switch-button span{display:none}.theme-switch-button span:active{text-decoration:none;color:var(--pst-color-link-hover)}.theme-switch-button span .fa-lg{aspect-ratio:1/1}html[data-mode=auto] .theme-switch-button span[data-mode=auto]{display:flex}html[data-mode=light] .theme-switch-button span[data-mode=light]{display:flex}html[data-mode=dark] .theme-switch-button span[data-mode=dark]{display:flex}button.btn.version-switcher__button{border-color:var(--pst-color-border);color:var(--pst-color-text-base);margin-bottom:1em}@media(min-width: 960px){button.btn.version-switcher__button{margin-bottom:unset}}button.btn.version-switcher__button:hover{box-shadow:0 0 0 .1875rem var(--pst-color-secondary);border-color:rgba(0,0,0,0)}button.btn.version-switcher__button:active{color:var(--pst-color-text-base);border-color:var(--pst-color-border)}button.btn.version-switcher__button:focus-visible{border-color:rgba(0,0,0,0)}.version-switcher__menu{border-color:var(--pst-color-border);border-radius:var(--bs-dropdown-border-radius)}.version-switcher__menu a.list-group-item{background-color:var(--pst-color-on-background);color:var(--pst-color-text-base);padding:.75rem 1.25rem}.version-switcher__menu a.list-group-item:not(:last-child){border-bottom:1px solid var(--pst-color-border)}.version-switcher__menu a.list-group-item:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover);background-color:var(--pst-color-surface)}.version-switcher__menu a.list-group-item.active{font-weight:600;color:var(--pst-color-primary);box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary);position:relative;z-index:1}.version-switcher__menu a.list-group-item.active:focus-visible{box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}.version-switcher__menu a.list-group-item.active span::before{content:\"\";width:100%;height:100%;position:absolute;z-index:-1;left:0;top:0}.version-switcher__menu a.list-group-item:focus-visible{z-index:10}button.version-switcher__button,.version-switcher__menu{font-size:1.1em;z-index:1055}@media(min-width: 960px){button.version-switcher__button,.version-switcher__menu{font-size:unset}}nav.page-toc{margin-bottom:1rem}.bd-toc .nav .nav{display:none}.bd-toc .nav .nav.visible{display:block}.bd-toc .nav>.active>ul{display:block}.toc-entry{display:block}.toc-entry a>code{color:var(--pst-color-text-muted)}.toc-entry a.nav-link{display:block;padding:.125rem 0;padding-left:1rem;margin-left:-1rem;color:var(--pst-color-text-muted);text-decoration:none}.toc-entry a.nav-link:hover{text-decoration:underline;background-color:rgba(0,0,0,0);color:var(--pst-color-link-hover);text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}.toc-entry a.nav-link:active{color:var(--pst-color-link-hover)}.toc-entry a.nav-link:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent);outline:none;z-index:10}.toc-entry a.nav-link.active{font-weight:600;color:var(--pst-color-primary);box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary);background-color:rgba(0,0,0,0)}.toc-entry a.nav-link.active:focus-visible{box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}.toc-entry a.nav-link.active:hover{color:var(--pst-color-link-hover)}.toc-entry a.nav-link:focus-visible{border-radius:.125rem}div.versionadded,div.versionchanged,div.deprecated{vertical-align:middle;margin:1.5625em auto;padding:0 .6rem;overflow:hidden;page-break-inside:avoid;break-inside:avoid;border-left:.2rem solid;border-color:var(--pst-color-info);border-radius:.25rem;background-color:var(--pst-color-on-background);box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important;position:relative}div.versionadded>p,div.versionchanged>p,div.deprecated>p{margin-bottom:.6rem;margin-top:.6rem}div.versionadded{border-color:var(--pst-color-success);background-color:var(--pst-color-success-bg)}div.versionchanged{border-color:var(--pst-color-warning);background-color:var(--pst-color-warning-bg)}div.deprecated{border-color:var(--pst-color-danger);background-color:var(--pst-color-danger-bg)}span.versionmodified{font-weight:600}span.versionmodified::before{margin-right:.6rem;color:var(--pst-color-info);font:var(--fa-font-solid);content:var(--pst-icon-versionmodified-default)}span.versionmodified.added::before{color:var(--pst-color-success);content:var(--pst-icon-versionmodified-added)}span.versionmodified.changed::before{color:var(--pst-color-warning);content:var(--pst-icon-versionmodified-changed)}span.versionmodified.deprecated::before{color:var(--pst-color-danger);content:var(--pst-icon-versionmodified-deprecated)}.sidebar-indices-items{display:flex;flex-direction:column;border-top:1px solid var(--pst-color-border)}@media(min-width: 960px){.sidebar-indices-items{border-top:none}}.sidebar-indices-items .sidebar-indices-items__title{font-weight:var(--pst-sidebar-header-font-weight);font-size:var(--pst-sidebar-header-font-size);color:var(--pst-color-text-base);margin-bottom:.5rem}.sidebar-indices-items ul.indices-link{margin-right:-1rem;list-style:none;padding:0}.sidebar-indices-items ul.indices-link li>a{display:block;padding:.25rem 0;color:var(--pst-color-text-muted)}.sidebar-indices-items ul.indices-link li>a:hover{color:var(--pst-color-primary);text-decoration:none;background-color:rgba(0,0,0,0)}.bd-sidebar-primary div#rtd-footer-container{position:sticky;bottom:-1rem;margin:-1rem}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge{position:unset;font-size:.9em;font-family:var(--pst-font-family-base);max-width:unset}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .rst-current-version{display:flex;align-items:center;gap:.2rem;height:2.5rem;transition:background-color .2s ease-out;background-color:var(--pst-color-background);color:var(--pst-color-success);border-top:1px solid var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-book{color:var(--pst-color-text-muted);margin-right:auto}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-book::after{color:var(--pst-color-text-base);content:\"Read The Docs\";font-family:var(--pst-font-family-base);font-weight:var(--pst-admonition-font-weight-heading)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-caret-down{color:var(--pst-color-text-muted)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge.shift-up .rst-current-version{border-bottom:1px solid var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions{background-color:var(--pst-color-surface);color:var(--pst-color-text-base)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions dl dd a{color:var(--pst-color-text-muted)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions hr{background-color:var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions small a{color:var(--pst-color-link)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions input{padding-left:.5rem;border:1px solid var(--pst-color-border);background-color:var(--pst-color-surface)}div.admonition,.admonition{margin:1.5625em auto;padding:0 .6rem .8rem;overflow:hidden;page-break-inside:avoid;break-inside:avoid;border-left:.2rem solid;border-color:var(--pst-color-info);border-radius:.25rem;background-color:var(--pst-color-on-background);box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}div.admonition *:last-child,.admonition *:last-child{margin-bottom:0}div.admonition p.admonition-title~*,.admonition p.admonition-title~*{margin-left:1.4rem;margin-right:1.4rem}div.admonition>ol,div.admonition>ul,.admonition>ol,.admonition>ul{margin-left:1em}div.admonition>.admonition-title,.admonition>.admonition-title{margin:0 -0.6rem;padding:.4rem .6rem .4rem 2rem;font-weight:var(--pst-admonition-font-weight-heading);position:relative;background-color:var(--pst-color-info-bg);z-index:1}div.admonition>.admonition-title::before,.admonition>.admonition-title::before{content:\"\";width:100%;height:100%;position:absolute;left:0;top:0;z-index:-1;pointer-events:none}div.admonition>.admonition-title::after,.admonition>.admonition-title::after{position:absolute;left:.5rem;width:1rem;height:1rem;color:var(--pst-color-info);font:var(--fa-font-solid);line-height:inherit;content:var(--pst-icon-admonition-default);opacity:1}div.admonition>.admonition-title+*,.admonition>.admonition-title+*{margin-top:.4em}div.admonition.attention,.admonition.attention{border-color:var(--pst-color-attention)}div.admonition.attention>.admonition-title,.admonition.attention>.admonition-title{background-color:var(--pst-color-attention-bg)}div.admonition.attention>.admonition-title::after,.admonition.attention>.admonition-title::after{color:var(--pst-color-attention);content:var(--pst-icon-admonition-attention)}div.admonition.caution,.admonition.caution{border-color:var(--pst-color-warning)}div.admonition.caution>.admonition-title,.admonition.caution>.admonition-title{background-color:var(--pst-color-warning-bg)}div.admonition.caution>.admonition-title::after,.admonition.caution>.admonition-title::after{color:var(--pst-color-warning);content:var(--pst-icon-admonition-caution)}div.admonition.warning,.admonition.warning{border-color:var(--pst-color-warning)}div.admonition.warning>.admonition-title,.admonition.warning>.admonition-title{background-color:var(--pst-color-warning-bg)}div.admonition.warning>.admonition-title::after,.admonition.warning>.admonition-title::after{color:var(--pst-color-warning);content:var(--pst-icon-admonition-warning)}div.admonition.danger,.admonition.danger{border-color:var(--pst-color-danger)}div.admonition.danger>.admonition-title,.admonition.danger>.admonition-title{background-color:var(--pst-color-danger-bg)}div.admonition.danger>.admonition-title::after,.admonition.danger>.admonition-title::after{color:var(--pst-color-danger);content:var(--pst-icon-admonition-danger)}div.admonition.error,.admonition.error{border-color:var(--pst-color-danger)}div.admonition.error>.admonition-title,.admonition.error>.admonition-title{background-color:var(--pst-color-danger-bg)}div.admonition.error>.admonition-title::after,.admonition.error>.admonition-title::after{color:var(--pst-color-danger);content:var(--pst-icon-admonition-error)}div.admonition.hint,.admonition.hint{border-color:var(--pst-color-success)}div.admonition.hint>.admonition-title,.admonition.hint>.admonition-title{background-color:var(--pst-color-success-bg)}div.admonition.hint>.admonition-title::after,.admonition.hint>.admonition-title::after{color:var(--pst-color-success);content:var(--pst-icon-admonition-hint)}div.admonition.tip,.admonition.tip{border-color:var(--pst-color-success)}div.admonition.tip>.admonition-title,.admonition.tip>.admonition-title{background-color:var(--pst-color-success-bg)}div.admonition.tip>.admonition-title::after,.admonition.tip>.admonition-title::after{color:var(--pst-color-success);content:var(--pst-icon-admonition-tip)}div.admonition.important,.admonition.important{border-color:var(--pst-color-attention)}div.admonition.important>.admonition-title,.admonition.important>.admonition-title{background-color:var(--pst-color-attention-bg)}div.admonition.important>.admonition-title::after,.admonition.important>.admonition-title::after{color:var(--pst-color-attention);content:var(--pst-icon-admonition-important)}div.admonition.note,.admonition.note{border-color:var(--pst-color-info)}div.admonition.note>.admonition-title,.admonition.note>.admonition-title{background-color:var(--pst-color-info-bg)}div.admonition.note>.admonition-title::after,.admonition.note>.admonition-title::after{color:var(--pst-color-info);content:var(--pst-icon-admonition-note)}div.admonition.seealso,.admonition.seealso{border-color:var(--pst-color-success)}div.admonition.seealso>.admonition-title,.admonition.seealso>.admonition-title{background-color:var(--pst-color-success-bg)}div.admonition.seealso>.admonition-title::after,.admonition.seealso>.admonition-title::after{color:var(--pst-color-success);content:var(--pst-icon-admonition-seealso)}div.admonition.admonition-todo,.admonition.admonition-todo{border-color:var(--pst-color-secondary)}div.admonition.admonition-todo>.admonition-title,.admonition.admonition-todo>.admonition-title{background-color:var(--pst-color-secondary-bg)}div.admonition.admonition-todo>.admonition-title::after,.admonition.admonition-todo>.admonition-title::after{color:var(--pst-color-secondary);content:var(--pst-icon-admonition-todo)}div.admonition.sidebar,.admonition.sidebar{max-width:40%;float:right;clear:both;margin-left:.5rem;margin-top:0;border-width:0 0 0 .2rem}div.admonition.sidebar.attention,div.admonition.sidebar.important,.admonition.sidebar.attention,.admonition.sidebar.important{border-color:var(--pst-color-attention)}div.admonition.sidebar.caution,div.admonition.sidebar.warning,.admonition.sidebar.caution,.admonition.sidebar.warning{border-color:var(--pst-color-warning)}div.admonition.sidebar.danger,div.admonition.sidebar.error,.admonition.sidebar.danger,.admonition.sidebar.error{border-color:var(--pst-color-danger)}div.admonition.sidebar.hint,div.admonition.sidebar.tip,div.admonition.sidebar.seealso,.admonition.sidebar.hint,.admonition.sidebar.tip,.admonition.sidebar.seealso{border-color:var(--pst-color-success)}div.admonition.sidebar.note,div.admonition.sidebar.todo,.admonition.sidebar.note,.admonition.sidebar.todo{border-color:var(--pst-color-info)}div.admonition.sidebar p.admonition-title~*,.admonition.sidebar p.admonition-title~*{margin-left:0;margin-right:0}div.topic,div.topic.contents,nav.contents,aside.topic{display:flex;flex-direction:column;background-color:var(--pst-color-surface);border-color:var(--pst-color-border);border-radius:.25rem;padding:1rem 1.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}div.topic .topic-title,div.topic.contents .topic-title,nav.contents .topic-title,aside.topic .topic-title{margin:0 0 .5rem}div.topic p,div.topic.contents p,nav.contents p,aside.topic p{color:var(--pst-color-on-surface) !important}div.topic ul.simple,div.topic.contents ul.simple,nav.contents ul.simple,aside.topic ul.simple{padding-left:1rem}div.topic ul.simple ul,div.topic.contents ul.simple ul,nav.contents ul.simple ul,aside.topic ul.simple ul{padding-left:2em}aside.sidebar{border:1px solid var(--pst-color-border);background-color:var(--pst-color-surface);border-radius:.25rem;margin-left:.5rem;padding:0}aside.sidebar>*:last-child{padding-bottom:1rem}aside.sidebar p.sidebar-title{position:relative;margin-bottom:0;padding-top:.5rem;padding-bottom:.5rem;border-bottom:1px solid var(--pst-color-border);font-family:var(--pst-font-family-heading);font-weight:var(--pst-admonition-font-weight-heading)}aside.sidebar>*:not(.sidebar-title):first-child,aside.sidebar>p.sidebar-title+*{margin-top:1rem}aside.sidebar>*{padding-left:1rem;padding-right:1rem}p.rubric{display:flex;flex-direction:column}.seealso dd{margin-top:0;margin-bottom:0}table.field-list{border-collapse:separate;border-spacing:10px;margin-left:1px}table.field-list th.field-name{padding:1px 8px 1px 5px;white-space:nowrap;background-color:var(--pst-color-surface)}table.field-list td.field-body p{font-style:italic}table.field-list td.field-body p>strong{font-style:normal}table.field-list td.field-body blockquote{border-left:none;margin:0 0 .3em;padding-left:30px}.table.autosummary td:first-child{white-space:nowrap}.sig{font-family:var(--pst-font-family-monospace)}.sig-inline.c-texpr,.sig-inline.cpp-texpr{font-family:unset}.sig.c .k,.sig.c .kt,.sig.cpp .k,.sig.cpp .kt{color:var(--pst-color-text-base)}.sig.c .m,.sig.cpp .m{color:var(--pst-color-text-base)}.sig.c .s,.sig.c .sc,.sig.cpp .s,.sig.cpp .sc{color:var(--pst-color-text-base)}.sig-name{color:var(--pst-color-inline-code)}.sig-param .o,.sig-param .default_value{color:var(--pst-color-text-muted);font-weight:normal}dt:target,span.highlighted{background-color:var(--pst-color-target)}.viewcode-back{font-family:var(--pst-font-family-base)}.viewcode-block:target{border-top:1px solid var(--pst-color-border);border-bottom:1px solid var(--pst-color-border);position:relative;background-color:var(--pst-color-target)}dl>dt>a:has(.viewcode-link){float:right}dl>dt>a:has(.viewcode-link) .viewcode-link{float:none}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple){margin-bottom:3rem}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dd{margin-left:2rem}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dd>dl.simple>dt{display:flex}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dl.field-list{display:grid;grid-template-columns:unset}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dt.field-odd,dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dt.field-even{margin-top:.2rem;margin-bottom:.1rem;background-color:var(--pst-color-surface)}div[class*=highlight-],div.highlight,div.literal-block-wrapper{display:flex;flex-direction:column;width:unset;border-radius:.25rem;break-inside:avoid}div.literal-block-wrapper{border:1px solid var(--pst-color-border);border-radius:.25rem}div.literal-block-wrapper div.code-block-caption{margin:0;border-bottom:1px solid var(--pst-color-border);padding:.5rem;font-size:1rem;font-weight:var(--pst-font-weight-caption)}div.literal-block-wrapper div.code-block-caption a.headerlink{font-size:inherit}div.literal-block-wrapper div[class*=highlight-]{margin:0;border-radius:0}div.literal-block-wrapper div[class*=highlight-] pre{border:none;box-shadow:none}code.literal{padding:.1rem .25rem;background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem}a>code{color:var(--pst-color-inline-code-links)}html[data-theme=light] .highlight .nf{color:#0078a1 !important}span.linenos{opacity:.8 !important}figure>a,figure>a>img,figure>img,figure>video{display:block;margin-left:auto;margin-right:auto}figure a.headerlink{position:absolute;font-size:inherit}figure:hover a.headerlink{visibility:visible}figure figcaption{font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-caption);color:var(--pst-color-text-muted);margin-left:auto;margin-right:auto;margin-top:.3rem;text-align:center}figure figcaption>p:last-child{margin-bottom:0}figure figcaption p{text-align:start;display:inline-block}figure figcaption table.table{width:fit-content;margin-left:auto;margin-right:auto}dt.label>span.brackets:not(:only-child)::before{content:\"[\"}dt.label>span.brackets:not(:only-child)::after{content:\"]\"}a.footnote-reference{vertical-align:super;font-size:small}aside.footnote{margin-bottom:.5rem}aside.footnote:last-child{margin-bottom:1rem}aside.footnote span.label,aside.footnote span.backrefs{font-weight:bold}aside.footnote:target{background-color:var(--pst-color-target)}table.highlighttable td.linenos,span.linenos,div.doctest>div.highlight span.gp{user-select:none}dd{margin-top:3px;margin-bottom:10px;margin-left:30px}ol,ul{padding-inline-start:2rem}ol li>p:first-child,ul li>p:first-child{margin-bottom:.25rem;margin-top:.25rem}blockquote{padding:1em;color:var(--pst-color-text-muted);border-left:.25em solid var(--pst-color-blockquote-notch);border-radius:.25rem;position:relative;background-color:var(--pst-color-surface)}blockquote p{color:var(--pst-color-text-base)}blockquote .line-block{margin:0}blockquote p:last-child{margin-bottom:0}blockquote::before{content:\"\";width:100%;height:100%;position:absolute;left:0;top:0;z-index:-1;pointer-events:none}blockquote a{color:var(--pst-color-inline-code-links)}blockquote::before{z-index:-1}span.guilabel{border:1px solid var(--pst-color-info);font-size:80%;font-weight:700;border-radius:4px;padding:2.4px 6px;margin:auto 2px;position:relative;background-color:var(--pst-color-info-bg)}span.guilabel::before{content:\"\";width:100%;height:100%;position:absolute;left:0;top:0;z-index:-1;pointer-events:none}a.reference.download::before{content:var(--pst-icon-download);font:var(--fa-font-solid);font-size:.8em;padding:0 .25em;color:var(--pst-color-text-muted)}table{color:var(--pst-color-table);border:1px solid var(--pst-color-table-outer-border);margin-left:auto;margin-right:auto}table th~th,table th~td,table td~th,table td~td{border-left:1px solid var(--pst-color-table-inner-border)}table thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}table tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}table tbody tr:nth-child(even){background-color:var(--pst-color-table-row-zebra-high-bg)}table tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}table.table-right{margin-right:0}table.table-left{margin-left:0}table caption{text-align:center;caption-side:top;color:var(--pst-color-text-muted)}th.text-left,td.text-left{text-align:left}th.text-right,td.text-right{text-align:right}th.text-center,td.text-center{text-align:center}.table{color:var(--pst-color-table);border:1px solid var(--pst-color-table-outer-border);--bs-table-bg: transparent;--bs-table-color: var( --pst-color-text-base )}.table th~th,.table th~td,.table td~th,.table td~td{border-left:1px solid var(--pst-color-table-inner-border)}.table thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.table tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.table tbody tr:nth-child(even){background-color:var(--pst-color-table-row-zebra-high-bg)}.table tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}.pst-scrollable-table-container{overflow-x:auto}.toctree-wrapper p.caption{font-size:1.5em;margin-bottom:0}.toctree-wrapper>ul{padding-left:0}.toctree-wrapper li[class^=toctree-l]{list-style:none;margin-bottom:.2em}.toctree-wrapper li[class^=toctree-l]>a{list-style:none;font-size:1.1em}.toctree-wrapper li[class^=toctree-l]>ul{list-style:none;padding-inline-start:1.5em}.toctree-wrapper .toctree-l1>a{font-size:1.3em}div.topic.contents ul.simple,nav.contents ul.simple{list-style:none;padding-left:0}span.math,div.math{align-items:center;display:flex;max-width:100%;overflow:hidden}span.math{display:inline-flex}div.math{gap:.5em;flex-direction:row-reverse}div.math span.eqno a.headerlink{position:relative;font-size:1em}div.math mjx-container{flex-grow:1;padding-bottom:.2rem;overflow:auto}div.math mjx-container mjx-assistive-mml{height:0}.ablog-sidebar-item h2,.ablog-sidebar-item h3{font-size:var(--pst-sidebar-header-font-size);margin-top:.5rem}.ablog-sidebar-item h2 a,.ablog-sidebar-item h3 a{color:var(--pst-color-text-base)}.ablog-sidebar-item ul{list-style:none;padding-left:0;overflow-y:hidden;display:flex;flex-direction:column;gap:.5em;margin-bottom:0}.ablog-sidebar-item ul.ablog-cloud{flex-flow:row wrap;gap:.5rem}.ablog-sidebar-item ul.ablog-cloud li{display:flex;align-items:center}.ablog__prev-next{font-size:1.2em;display:flex;padding:1rem 0}.ablog__prev-next>span{display:flex;max-width:45%}.ablog__prev-next>span a{display:flex;align-items:center;margin-left:auto;gap:1rem;line-height:1.5rem}.ablog__prev-next>span a i::before{color:var(--pst-color-text-base)}.ablog__prev-next span.ablog__prev i.fa-arrow-circle-left::before{content:var(--pst-icon-angle-left)}.ablog__prev-next span.ablog__spacer{display:none}.ablog__prev-next span.ablog__next{margin-left:auto;text-align:right}.ablog__prev-next span.ablog__next i.fa-arrow-circle-right::before{content:var(--pst-icon-angle-right)}.ablog__collection,.postlist{padding-left:0}.ablog__collection .ablog-post,.postlist .ablog-post{list-style:none}.ablog__collection .ablog-post .ablog-archive,.postlist .ablog-post .ablog-archive{display:flex;flex-flow:row wrap;gap:1rem;list-style:none;font-size:.75rem;padding-left:0}.ablog__collection .ablog-post .ablog-post-title,.postlist .ablog-post .ablog-post-title{margin-top:0;font-size:1.25rem}.ablog__collection .ablog-post .ablog-post-title a,.postlist .ablog-post .ablog-post-title a{font-weight:bold}.ablog__collection .ablog-post .ablog-post-expand,.postlist .ablog-post .ablog-post-expand{margin-bottom:.5rem}.docutils.container{padding-left:unset;padding-right:unset;margin-left:unset;margin-right:unset;max-width:unset;width:unset}.btn{--bs-btn-focus-box-shadow: 0 0 0 0.1875rem var(--pst-color-accent)}div.highlight button.copybtn{display:flex;align-items:center;justify-content:center;border:none;background-color:var(--pst-color-surface)}div.highlight button.copybtn:not(.success){color:var(--pst-color-muted)}div.highlight button.copybtn:hover:not(.success){color:var(--pst-color-text);background-color:var(--pst-color-shadow)}div.highlight button.copybtn.o-tooltip--left::after{color:var(--pst-color-text);background-color:var(--pst-color-surface)}div.highlight button.copybtn:focus{opacity:1}div.highlight button.copybtn:focus-visible{outline:var(--pst-color-accent) solid .1875rem}div.highlight:has(button.copybtn){min-height:2em}#ethical-ad-placement .ethical-sidebar a,#ethical-ad-placement .ethical-sidebar a:visited,#ethical-ad-placement .ethical-sidebar a:hover,#ethical-ad-placement .ethical-sidebar a:active,#ethical-ad-placement .ethical-footer a,#ethical-ad-placement .ethical-footer a:visited,#ethical-ad-placement .ethical-footer a:hover,#ethical-ad-placement .ethical-footer a:active{color:var(--pst-color-text-base)}#ethical-ad-placement .ethical-sidebar,#ethical-ad-placement .ethical-footer{background-color:var(--pst-color-background);border:1px solid var(--pst-color-border);border-radius:5px;color:var(--pst-color-text-base);font-size:14px;line-height:20px}.bd-content div.jupyter_container{border:none;background-color:unset;box-shadow:none}.bd-content div.jupyter_container div.output,.bd-content div.jupyter_container div.highlight{border-radius:.25rem}.bd-content div.jupyter_container div.highlight{background-color:var(--pst-color-surface)}.bd-content div.jupyter_container .cell_input,.bd-content div.jupyter_container .cell_output{border-radius:.25rem}.bd-content div.jupyter_container .cell_input pre,.bd-content div.jupyter_container .cell_output pre{padding:1rem}.xr-wrap[hidden]{display:block !important}.jp-OutputArea-output.lm-Widget{overflow:auto}:root{--pst-teal-50: #f4fbfc;--pst-teal-100: #e9f6f8;--pst-teal-200: #d0ecf1;--pst-teal-300: #abdde6;--pst-teal-400: #3fb1c5;--pst-teal-500: #0a7d91;--pst-teal-600: #085d6c;--pst-teal-700: #064752;--pst-teal-800: #042c33;--pst-teal-900: #021b1f;--pst-violet-50: #f4eefb;--pst-violet-100: #e0c7ff;--pst-violet-200: #d5b4fd;--pst-violet-300: #b780ff;--pst-violet-400: #9c5ffd;--pst-violet-500: #8045e5;--pst-violet-600: #6432bd;--pst-violet-700: #4b258f;--pst-violet-800: #341a61;--pst-violet-900: #1e0e39;--pst-gray-50: #f9f9fa;--pst-gray-100: #f3f4f5;--pst-gray-200: #e5e7ea;--pst-gray-300: #d1d5da;--pst-gray-400: #9ca4af;--pst-gray-500: #677384;--pst-gray-600: #48566b;--pst-gray-700: #29313d;--pst-gray-800: #222832;--pst-gray-900: #14181e;--pst-pink-50: #fcf8fd;--pst-pink-100: #fcf0fa;--pst-pink-200: #f8dff5;--pst-pink-300: #f3c7ee;--pst-pink-400: #e47fd7;--pst-pink-500: #c132af;--pst-pink-600: #912583;--pst-pink-700: #6e1c64;--pst-pink-800: #46123f;--pst-pink-900: #2b0b27;--pst-foundation-white: #ffffff;--pst-foundation-black: #14181e}html:not([data-theme]){--pst-color-primary: #0a7d91;--pst-color-primary-bg: #d0ecf1;--pst-color-secondary: #8045e5;--pst-color-secondary-bg: #e0c7ff;--pst-color-accent: #c132af;--pst-color-accent-bg: #f8dff5;--pst-color-info: #276be9;--pst-color-info-bg: #dce7fc;--pst-color-warning: #f66a0a;--pst-color-warning-bg: #f8e3d0;--pst-color-success: #00843f;--pst-color-success-bg: #d6ece1;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #d72d47;--pst-color-danger-bg: #f9e1e4;--pst-color-text-base: #222832;--pst-color-text-muted: #48566b;--pst-color-heading-color: #fff;--pst-color-shadow: rgba(0, 0, 0, 0.1);--pst-color-border: #d1d5da;--pst-color-border-muted: rgba(23, 23, 26, 0.2);--pst-color-blockquote-notch: #677384;--pst-color-inline-code: #912583;--pst-color-inline-code-links: #085d6c;--pst-color-target: #f3cf95;--pst-color-table: #14181e;--pst-color-table-row-hover-bg: #b780ff;--pst-color-table-inner-border: #e5e7ea;--pst-color-background: #ffffff;--pst-color-on-background: #ffffff;--pst-color-surface: #f3f4f5;--pst-color-on-surface: #222832}html:not([data-theme]){--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html:not([data-theme]) .only-dark,html:not([data-theme]) .only-dark~figcaption{display:none !important}html[data-theme=light]{--pst-color-primary: #0a7d91;--pst-color-primary-bg: #d0ecf1;--pst-color-secondary: #8045e5;--pst-color-secondary-bg: #e0c7ff;--pst-color-accent: #c132af;--pst-color-accent-bg: #f8dff5;--pst-color-info: #276be9;--pst-color-info-bg: #dce7fc;--pst-color-warning: #f66a0a;--pst-color-warning-bg: #f8e3d0;--pst-color-success: #00843f;--pst-color-success-bg: #d6ece1;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #d72d47;--pst-color-danger-bg: #f9e1e4;--pst-color-text-base: #222832;--pst-color-text-muted: #48566b;--pst-color-heading-color: #fff;--pst-color-shadow: rgba(0, 0, 0, 0.1);--pst-color-border: #d1d5da;--pst-color-border-muted: rgba(23, 23, 26, 0.2);--pst-color-blockquote-notch: #677384;--pst-color-inline-code: #912583;--pst-color-inline-code-links: #085d6c;--pst-color-target: #f3cf95;--pst-color-table: #14181e;--pst-color-table-row-hover-bg: #b780ff;--pst-color-table-inner-border: #e5e7ea;--pst-color-background: #ffffff;--pst-color-on-background: #ffffff;--pst-color-surface: #f3f4f5;--pst-color-on-surface: #222832;color-scheme:light}html[data-theme=light]{--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html[data-theme=light] .only-dark,html[data-theme=light] .only-dark~figcaption{display:none !important}html[data-theme=dark]{--pst-color-primary: #3fb1c5;--pst-color-primary-bg: #042c33;--pst-color-secondary: #9c5ffd;--pst-color-secondary-bg: #341a61;--pst-color-accent: #e47fd7;--pst-color-accent-bg: #46123f;--pst-color-info: #79a3f2;--pst-color-info-bg: #06245d;--pst-color-warning: #ff9245;--pst-color-warning-bg: #652a02;--pst-color-success: #5fb488;--pst-color-success-bg: #002f17;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #e78894;--pst-color-danger-bg: #4e111b;--pst-color-text-base: #ced6dd;--pst-color-text-muted: #9ca4af;--pst-color-heading-color: #14181e;--pst-color-shadow: rgba(0, 0, 0, 0.2);--pst-color-border: #48566b;--pst-color-border-muted: #29313d;--pst-color-blockquote-notch: #9ca4af;--pst-color-inline-code: #f3c7ee;--pst-color-inline-code-links: #3fb1c5;--pst-color-target: #675c04;--pst-color-table: #ffffff;--pst-color-table-row-hover-bg: #6432bd;--pst-color-table-inner-border: #364150;--pst-color-background: #14181e;--pst-color-on-background: #222832;--pst-color-surface: #29313d;--pst-color-on-surface: #f3f4f5;color-scheme:dark}html[data-theme=dark]{--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html[data-theme=dark] .only-light,html[data-theme=dark] .only-light~figcaption{display:none !important}html[data-theme=dark] img:not(.only-dark,.dark-light){filter:brightness(0.8) contrast(1.2)}html[data-theme=dark] .bd-content img:not(.only-dark,.dark-light){background-color:#fff;border-radius:.25rem}html[data-theme=dark] .MathJax_SVG *{fill:var(--pst-color-text-base)}.pst-color-primary{color:var(--pst-color-primary)}.pst-color-secondary{color:var(--pst-color-secondary)}.pst-color-accent{color:var(--pst-color-accent)}.pst-color-info{color:var(--pst-color-info)}.pst-color-warning{color:var(--pst-color-warning)}.pst-color-success{color:var(--pst-color-success)}.pst-color-attention{color:var(--pst-color-attention)}.pst-color-danger{color:var(--pst-color-danger)}.pst-color-text-base{color:var(--pst-color-text-base)}.pst-color-text-muted{color:var(--pst-color-text-muted)}.pst-color-heading-color{color:var(--pst-color-heading-color)}.pst-color-shadow{color:var(--pst-color-shadow)}.pst-color-border{color:var(--pst-color-border)}.pst-color-border-muted{color:var(--pst-color-border-muted)}.pst-color-blockquote-notch{color:var(--pst-color-blockquote-notch)}.pst-color-inline-code{color:var(--pst-color-inline-code)}.pst-color-inline-code-links{color:var(--pst-color-inline-code-links)}.pst-color-target{color:var(--pst-color-target)}.pst-color-table{color:var(--pst-color-table)}.pst-color-table-row-hover{color:var(--pst-color-table-row-hover)}.pst-color-table-inner-border{color:var(--pst-color-table-inner-border)}.pst-color-background{color:var(--pst-color-background)}.pst-color-on-background{color:var(--pst-color-on-background)}.pst-color-surface{color:var(--pst-color-surface)}.pst-color-on-surface{color:var(--pst-color-on-surface)}html[data-theme=light]{--pst-color-primary: rgb(10, 125, 145);--pst-color-primary-text: #fff;--pst-color-primary-highlight: #053f49;--sd-color-primary: var(--pst-color-primary);--sd-color-primary-text: var(--pst-color-primary-text);--sd-color-primary-highlight: var(--pst-color-primary-highlight);--sd-color-primary-bg: #d0ecf1;--sd-color-primary-bg-text: #14181e;--pst-color-secondary: rgb(128, 69, 229);--pst-color-secondary-text: #fff;--pst-color-secondary-highlight: #591bc2;--sd-color-secondary: var(--pst-color-secondary);--sd-color-secondary-text: var(--pst-color-secondary-text);--sd-color-secondary-highlight: var(--pst-color-secondary-highlight);--sd-color-secondary-bg: #e0c7ff;--sd-color-secondary-bg-text: #14181e;--pst-color-success: #00843f;--pst-color-success-text: #fff;--pst-color-success-highlight: #00381a;--sd-color-success: var(--pst-color-success);--sd-color-success-text: var(--pst-color-success-text);--sd-color-success-highlight: var(--pst-color-success-highlight);--sd-color-success-bg: #d6ece1;--sd-color-success-bg-text: #14181e;--pst-color-info: #276be9;--pst-color-info-text: #fff;--pst-color-info-highlight: #124ab1;--sd-color-info: var(--pst-color-info);--sd-color-info-text: var(--pst-color-info-text);--sd-color-info-highlight: var(--pst-color-info-highlight);--sd-color-info-bg: #dce7fc;--sd-color-info-bg-text: #14181e;--pst-color-warning: #f66a0a;--pst-color-warning-text: #14181e;--pst-color-warning-highlight: #ad4a06;--sd-color-warning: var(--pst-color-warning);--sd-color-warning-text: var(--pst-color-warning-text);--sd-color-warning-highlight: var(--pst-color-warning-highlight);--sd-color-warning-bg: #f8e3d0;--sd-color-warning-bg-text: #14181e;--pst-color-danger: #d72d47;--pst-color-danger-text: #fff;--pst-color-danger-highlight: #9a1d30;--sd-color-danger: var(--pst-color-danger);--sd-color-danger-text: var(--pst-color-danger-text);--sd-color-danger-highlight: var(--pst-color-danger-highlight);--sd-color-danger-bg: #f9e1e4;--sd-color-danger-bg-text: #14181e;--pst-color-light: #f3f4f5;--pst-color-light-text: #14181e;--pst-color-light-highlight: #c9ced2;--sd-color-light: var(--pst-color-light);--sd-color-light-text: var(--pst-color-light-text);--sd-color-light-highlight: var(--pst-color-light-highlight);--sd-color-light-bg: #f7f7f8;--sd-color-light-bg-text: #14181e;--pst-color-muted: #29313d;--pst-color-muted-text: #fff;--pst-color-muted-highlight: #0a0c0f;--sd-color-muted: var(--pst-color-muted);--sd-color-muted-text: var(--pst-color-muted-text);--sd-color-muted-highlight: var(--pst-color-muted-highlight);--sd-color-muted-bg: #5a6c86;--sd-color-muted-bg-text: #fff;--pst-color-dark: #222832;--pst-color-dark-text: #fff;--pst-color-dark-highlight: #030404;--sd-color-dark: var(--pst-color-dark);--sd-color-dark-text: var(--pst-color-dark-text);--sd-color-dark-highlight: var(--pst-color-dark-highlight);--pst-color-black: #14181e;--pst-color-black-text: #fff;--pst-color-black-highlight: black;--sd-color-black: var(--pst-color-black);--sd-color-black-text: var(--pst-color-black-text);--sd-color-black-highlight: var(--pst-color-black-highlight);--pst-color-white: #fff;--pst-color-white-text: #14181e;--pst-color-white-highlight: #d9d9d9;--sd-color-white: var(--pst-color-white);--sd-color-white-text: var(--pst-color-white-text);--sd-color-white-highlight: var(--pst-color-white-highlight)}html[data-theme=dark]{--pst-color-primary: rgb(63, 177, 197);--pst-color-primary-text: #14181e;--pst-color-primary-highlight: #2b7e8d;--sd-color-primary: var(--pst-color-primary);--sd-color-primary-text: var(--pst-color-primary-text);--sd-color-primary-highlight: var(--pst-color-primary-highlight);--sd-color-primary-bg: #042c33;--sd-color-primary-bg-text: #fff;--pst-color-secondary: rgb(156, 95, 253);--pst-color-secondary-text: #14181e;--pst-color-secondary-highlight: #6d13fc;--sd-color-secondary: var(--pst-color-secondary);--sd-color-secondary-text: var(--pst-color-secondary-text);--sd-color-secondary-highlight: var(--pst-color-secondary-highlight);--sd-color-secondary-bg: #341a61;--sd-color-secondary-bg-text: #fff;--pst-color-success: #5fb488;--pst-color-success-text: #14181e;--pst-color-success-highlight: #3f8762;--sd-color-success: var(--pst-color-success);--sd-color-success-text: var(--pst-color-success-text);--sd-color-success-highlight: var(--pst-color-success-highlight);--sd-color-success-bg: #002f17;--sd-color-success-bg-text: #fff;--pst-color-info: #79a3f2;--pst-color-info-text: #14181e;--pst-color-info-highlight: #3373eb;--sd-color-info: var(--pst-color-info);--sd-color-info-text: var(--pst-color-info-text);--sd-color-info-highlight: var(--pst-color-info-highlight);--sd-color-info-bg: #06245d;--sd-color-info-bg-text: #fff;--pst-color-warning: #ff9245;--pst-color-warning-text: #14181e;--pst-color-warning-highlight: #f86600;--sd-color-warning: var(--pst-color-warning);--sd-color-warning-text: var(--pst-color-warning-text);--sd-color-warning-highlight: var(--pst-color-warning-highlight);--sd-color-warning-bg: #652a02;--sd-color-warning-bg-text: #fff;--pst-color-danger: #e78894;--pst-color-danger-text: #14181e;--pst-color-danger-highlight: #da485b;--sd-color-danger: var(--pst-color-danger);--sd-color-danger-text: var(--pst-color-danger-text);--sd-color-danger-highlight: var(--pst-color-danger-highlight);--sd-color-danger-bg: #4e111b;--sd-color-danger-bg-text: #fff;--pst-color-light: #f3f4f5;--pst-color-light-text: #14181e;--pst-color-light-highlight: #c9ced2;--sd-color-light: var(--pst-color-light);--sd-color-light-text: var(--pst-color-light-text);--sd-color-light-highlight: var(--pst-color-light-highlight);--sd-color-light-bg: #a3abb2;--sd-color-light-bg-text: #14181e;--pst-color-muted: #f3f4f5;--pst-color-muted-text: #14181e;--pst-color-muted-highlight: #c9ced2;--sd-color-muted: var(--pst-color-muted);--sd-color-muted-text: var(--pst-color-muted-text);--sd-color-muted-highlight: var(--pst-color-muted-highlight);--sd-color-muted-bg: #1d222b;--sd-color-muted-bg-text: #fff;--pst-color-dark: #222832;--pst-color-dark-text: #fff;--pst-color-dark-highlight: #030404;--sd-color-dark: var(--pst-color-dark);--sd-color-dark-text: var(--pst-color-dark-text);--sd-color-dark-highlight: var(--pst-color-dark-highlight);--pst-color-black: #14181e;--pst-color-black-text: #fff;--pst-color-black-highlight: black;--sd-color-black: var(--pst-color-black);--sd-color-black-text: var(--pst-color-black-text);--sd-color-black-highlight: var(--pst-color-black-highlight);--pst-color-white: #fff;--pst-color-white-text: #14181e;--pst-color-white-highlight: #d9d9d9;--sd-color-white: var(--pst-color-white);--sd-color-white-text: var(--pst-color-white-text);--sd-color-white-highlight: var(--pst-color-white-highlight)}html[data-theme=light]{--sd-color-card-border: var(--pst-color-border)}html[data-theme=dark]{--sd-color-card-border: var(--pst-color-border)}html[data-theme=light] .sd-shadow-xs,html[data-theme=light] .sd-shadow-sm,html[data-theme=light] .sd-shadow-md,html[data-theme=light] .sd-shadow-lg{box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}.bd-content .sd-card{border:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-header{background-color:var(--pst-color-panel-background);border-bottom:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-footer{background-color:var(--pst-color-panel-background);border-top:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-body{background-color:var(--pst-color-panel-background)}.bd-content .sd-card .sd-stretched-link:focus-visible{outline:none}.bd-content .sd-card .sd-stretched-link:focus-visible::after{outline:var(--pst-color-accent) solid .1875rem;border-radius:.25rem}.bd-content .sd-card.sd-card-hover:hover{border-color:var(--pst-color-link-hover)}.bd-content .sd-tab-set>input:checked+label{border-style:solid solid none;border-color:var(--pst-color-primary) var(--pst-color-primary) rgba(0,0,0,0);border-width:.125rem .125rem 0;border-radius:.125rem .125rem 0 0;background-color:var(--pst-color-on-background);transform:translateY(0.125rem);color:var(--pst-color-primary)}.bd-content .sd-tab-set>input:focus-visible+label{border:.125rem solid var(--pst-color-accent);border-radius:.125rem;background-color:var(--pst-color-accent-bg);color:var(--pst-color-on-surface)}.bd-content .sd-tab-set>input:not(:checked,:focus-visible)+label:hover{border-color:rgba(0,0,0,0);color:var(--pst-color-secondary)}.bd-content .sd-tab-set>label{color:var(--pst-color-on-surface);border:.125rem solid rgba(0,0,0,0);border-radius:.125rem .125rem 0 0;background-color:var(--pst-color-surface);padding:0 .75em;margin-inline-end:.25rem;line-height:1.95}html[data-theme=dark] .bd-content .sd-tab-set>label{background-color:var(--pst-color-on-background)}.bd-content .sd-tab-set .sd-tab-content{border:.125rem solid var(--pst-color-primary);border-radius:.1875rem;box-shadow:unset;padding:.625rem;background-color:var(--pst-color-on-background)}details.sd-dropdown{border:0 !important;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}details.sd-dropdown summary.sd-card-header{border:0 !important;display:flex;align-items:center;position:relative;font-weight:600;padding-top:.5rem;padding-bottom:.5rem;--pst-sd-dropdown-color: var(--pst-gray-500);--pst-sd-dropdown-bg-color: var(--pst-color-surface);background-color:var(--pst-sd-dropdown-bg-color) !important;border-left:.2rem solid var(--pst-sd-dropdown-color) !important}details.sd-dropdown summary.sd-card-header+div.sd-summary-content{border:0;--pst-sd-dropdown-color: var(--sd-color-card-border)}details.sd-dropdown summary.sd-card-header.sd-bg-primary{--pst-sd-dropdown-color: var(--sd-color-primary);--pst-sd-dropdown-bg-color: var(--sd-color-primary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-primary+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-primary);--pst-sd-dropdown-bg-color: var(--sd-color-primary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-primary{color:var(--sd-color-primary-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-secondary{--pst-sd-dropdown-color: var(--sd-color-secondary);--pst-sd-dropdown-bg-color: var(--sd-color-secondary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-secondary+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-secondary);--pst-sd-dropdown-bg-color: var(--sd-color-secondary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-secondary{color:var(--sd-color-secondary-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-success{--pst-sd-dropdown-color: var(--sd-color-success);--pst-sd-dropdown-bg-color: var(--sd-color-success-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-success+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-success);--pst-sd-dropdown-bg-color: var(--sd-color-success-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-success{color:var(--sd-color-success-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-info{--pst-sd-dropdown-color: var(--sd-color-info);--pst-sd-dropdown-bg-color: var(--sd-color-info-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-info+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-info);--pst-sd-dropdown-bg-color: var(--sd-color-info-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-info{color:var(--sd-color-info-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-warning{--pst-sd-dropdown-color: var(--sd-color-warning);--pst-sd-dropdown-bg-color: var(--sd-color-warning-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-warning+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-warning);--pst-sd-dropdown-bg-color: var(--sd-color-warning-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-warning{color:var(--sd-color-warning-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-danger{--pst-sd-dropdown-color: var(--sd-color-danger);--pst-sd-dropdown-bg-color: var(--sd-color-danger-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-danger+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-danger);--pst-sd-dropdown-bg-color: var(--sd-color-danger-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-danger{color:var(--sd-color-danger-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-light{--pst-sd-dropdown-color: var(--sd-color-light);--pst-sd-dropdown-bg-color: var(--sd-color-light-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-light+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-light);--pst-sd-dropdown-bg-color: var(--sd-color-light-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-light{color:var(--sd-color-light-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-muted{--pst-sd-dropdown-color: var(--sd-color-muted);--pst-sd-dropdown-bg-color: var(--sd-color-muted-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-muted+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-muted);--pst-sd-dropdown-bg-color: var(--sd-color-muted-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-muted{color:var(--sd-color-muted-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-dark{--pst-sd-dropdown-color: var(--sd-color-dark);--pst-sd-dropdown-bg-color: var(--sd-color-dark-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-dark+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-dark);--pst-sd-dropdown-bg-color: var(--sd-color-dark-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-dark{color:var(--sd-color-dark-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-black{--pst-sd-dropdown-color: var(--sd-color-black);--pst-sd-dropdown-bg-color: var(--sd-color-black-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-black+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-black);--pst-sd-dropdown-bg-color: var(--sd-color-black-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-black{color:var(--sd-color-black-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-white{--pst-sd-dropdown-color: var(--sd-color-white);--pst-sd-dropdown-bg-color: var(--sd-color-white-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-white+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-white);--pst-sd-dropdown-bg-color: var(--sd-color-white-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-white{color:var(--sd-color-white-bg-text) !important}details.sd-dropdown summary.sd-card-header::before{content:\"\";width:100%;height:100%;position:absolute;left:0;top:0;z-index:-1;pointer-events:none}details.sd-dropdown summary.sd-card-header+div.sd-summary-content{border-left:.2rem solid var(--pst-sd-dropdown-color) !important;border-bottom-left-radius:calc(.25rem - 1px);background-color:var(--pst-color-on-background)}details.sd-dropdown summary.sd-card-header span.sd-summary-icon{display:inline-flex;align-items:center;color:var(--pst-sd-dropdown-color) !important}details.sd-dropdown summary.sd-card-header span.sd-summary-icon svg{opacity:1}details.sd-dropdown summary.sd-card-header .sd-summary-up,details.sd-dropdown summary.sd-card-header .sd-summary-down{top:.7rem}details.sd-dropdown summary.sd-card-header:focus-visible{outline:var(--pst-color-accent) solid .1875rem;outline-offset:-0.1875rem}html .sd-btn{min-width:2.25rem;padding:.3125rem .75rem .4375rem}html .sd-btn:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover);text-decoration-thickness:1px}html .sd-btn-primary:focus-visible,html .sd-btn-outline-primary:focus-visible{background-color:var(--sd-color-primary) !important;border-color:var(--sd-color-primary) !important;outline:var(--sd-color-primary) solid .1875rem;outline-offset:.1875rem}html .sd-btn-secondary:focus-visible,html .sd-btn-outline-secondary:focus-visible{background-color:var(--sd-color-secondary) !important;border-color:var(--sd-color-secondary) !important;outline:var(--sd-color-secondary) solid .1875rem;outline-offset:.1875rem}html .sd-btn-success:focus-visible,html .sd-btn-outline-success:focus-visible{background-color:var(--sd-color-success) !important;border-color:var(--sd-color-success) !important;outline:var(--sd-color-success) solid .1875rem;outline-offset:.1875rem}html .sd-btn-info:focus-visible,html .sd-btn-outline-info:focus-visible{background-color:var(--sd-color-info) !important;border-color:var(--sd-color-info) !important;outline:var(--sd-color-info) solid .1875rem;outline-offset:.1875rem}html .sd-btn-warning:focus-visible,html .sd-btn-outline-warning:focus-visible{background-color:var(--sd-color-warning) !important;border-color:var(--sd-color-warning) !important;outline:var(--sd-color-warning) solid .1875rem;outline-offset:.1875rem}html .sd-btn-danger:focus-visible,html .sd-btn-outline-danger:focus-visible{background-color:var(--sd-color-danger) !important;border-color:var(--sd-color-danger) !important;outline:var(--sd-color-danger) solid .1875rem;outline-offset:.1875rem}html .sd-btn-light:focus-visible,html .sd-btn-outline-light:focus-visible{background-color:var(--sd-color-light) !important;border-color:var(--sd-color-light) !important;outline:var(--sd-color-light) solid .1875rem;outline-offset:.1875rem}html .sd-btn-muted:focus-visible,html .sd-btn-outline-muted:focus-visible{background-color:var(--sd-color-muted) !important;border-color:var(--sd-color-muted) !important;outline:var(--sd-color-muted) solid .1875rem;outline-offset:.1875rem}html .sd-btn-dark:focus-visible,html .sd-btn-outline-dark:focus-visible{background-color:var(--sd-color-dark) !important;border-color:var(--sd-color-dark) !important;outline:var(--sd-color-dark) solid .1875rem;outline-offset:.1875rem}html .sd-btn-black:focus-visible,html .sd-btn-outline-black:focus-visible{background-color:var(--sd-color-black) !important;border-color:var(--sd-color-black) !important;outline:var(--sd-color-black) solid .1875rem;outline-offset:.1875rem}html .sd-btn-white:focus-visible,html .sd-btn-outline-white:focus-visible{background-color:var(--sd-color-white) !important;border-color:var(--sd-color-white) !important;outline:var(--sd-color-white) solid .1875rem;outline-offset:.1875rem}.bd-content .admonition button.toggle-button{color:inherit}.bd-content .admonition button.toggle-button.toggle-button-hidden .toggle-chevron-right{transform:rotate(90deg);transition:none}.bd-content .admonition button.toggle-button .toggle-chevron-right{transform:rotate(-90deg);transition:none}.bd-content .admonition:focus-within{overflow:visible}.bd-content .admonition:focus-within .admonition-title:focus-within::before{content:\"\";transform:translateX(-0.2rem);width:calc(100% + .2rem);height:100%;border:var(--pst-color-accent) solid .1875rem;border-radius:.1875rem}.bd-content .admonition:focus-within:not(.toggle-hidden) .admonition-title:focus-within::before{border-bottom-left-radius:0;border-bottom-right-radius:0}.bd-content details.toggle-details summary{border-left:3px solid var(--pst-color-primary)}.bd-content details.toggle-details summary .toggle-chevron-right{transform:rotate(90deg);transition:none}.bd-content details.toggle-details[open] .toggle-chevron-right{transform:rotate(-90deg);transition:none}.bd-content details.toggle-details[open] :focus-visible{border-bottom-left-radius:0;border-bottom-right-radius:0}html div.rendered_html,html .jp-RenderedHTMLCommon{margin:.1875rem}html div.rendered_html table,html .jp-RenderedHTMLCommon table{table-layout:auto}.bd-content .nboutput .output_area.rendered_html table.dataframe,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe{color:var(--pst-color-table);border:1px solid var(--pst-color-table-outer-border)}.bd-content .nboutput .output_area.rendered_html table.dataframe th~th,.bd-content .nboutput .output_area.rendered_html table.dataframe th~td,.bd-content .nboutput .output_area.rendered_html table.dataframe td~th,.bd-content .nboutput .output_area.rendered_html table.dataframe td~td,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe th~th,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe th~td,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe td~th,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe td~td{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content .nboutput .output_area.rendered_html table.dataframe thead tr,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:nth-child(odd),.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:nth-child(even),.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:nth-child(even){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:hover,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content .nboutput .output_area.rendered_html:not(:has(table.dataframe)),html[data-theme=dark] .bd-content .nboutput .output_area .widget-subarea{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}html[data-theme=dark] .bd-content .nboutput .output_area.stderr{background-color:var(--pst-color-danger)}div.nblast.container{margin-bottom:1rem}div.cell_output .output{max-width:100%;overflow-x:auto}.bd-content div.cell_output table.dataframe{color:var(--pst-color-table);border:1px solid var(--pst-color-table-outer-border)}.bd-content div.cell_output table.dataframe th~th,.bd-content div.cell_output table.dataframe th~td,.bd-content div.cell_output table.dataframe td~th,.bd-content div.cell_output table.dataframe td~td{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content div.cell_output table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(even){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content div.cell_output table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content div.cell_output img,html[data-theme=dark] .bd-content div.cell_output .text_html:not(:has(table.dataframe)),html[data-theme=dark] .bd-content div.cell_output .widget-subarea{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}.bd-content div.cell_input{display:flex;flex-direction:column;justify-content:stretch}.bd-content div.cell_input,.bd-content div.output{border-radius:.25rem}.bd-content div.output table{table-layout:auto}html[data-theme=dark] .bd-content img.leaflet-tile.leaflet-tile-loaded{border-radius:0;padding:0}.bd-search-container div#search-results>h2{font-size:var(--pst-font-size-icon);margin-top:1rem}.bd-search-container div#search-results p.search-summary{color:var(--pst-color-text-muted)}.bd-search-container ul.search{margin:0;list-style:none}.bd-search-container ul.search li{background-image:none;padding:1rem 0;margin:1rem 0;border-top:1px solid var(--pst-color-text-muted)}.bd-search-container ul.search li>a{font-size:1.2em}.bd-search-container ul.search li div.context,.bd-search-container ul.search li p.context{color:var(--pst-color-text-base);margin:.5em 0 0}.bd-search-container ul.search li div.context a::before,.bd-search-container ul.search li p.context a::before{content:\"#\";padding-right:.2em;color:var(--pst-color-text-muted)}","html {\n  /*****************************************************************************\n  * Overall Layout Variables\n  */\n\n  // Header height will impact the top offset for many sections\n  // Article header is 66% of Header\n  --pst-header-height: 4rem;\n  --pst-header-article-height: calc(var(--pst-header-height) * 2 / 3);\n  --pst-sidebar-secondary: 17rem;\n}\n\n/*******************************************************************************\n* Breakpoints that trigger UI changes\n*\n* Note that media-breakpoint-down begins at the next highest level!\n* So we should choose a media-breakpoint-down one *lower* than when we want to start\n* example: media-breakpoint-up(md) and media-breakpoint-down(sm) trigger at the same time\n* ref: https://github.com/twbs/bootstrap/issues/31214\n*/\n$breakpoint-sidebar-primary: lg; // When we collapse the primary sidebar\n$breakpoint-sidebar-secondary: xl; // When we collapse the secondary sidebar\n$breakpoint-page-width: 88rem; // taken from sphinx-basic-ng, which we are ultimately going to inherit\n\n/*******************************************************************************\n* Define the animation behaviour\n*/\n$animation-time: 200ms;\n\n/*******************************************************************************\n* UI shaping and padding\n*/\n$admonition-border-radius: 0.25rem;\n\n// In this theme, some focus rings have rounded corners while others do not.\n// This variable sets the border radius for the rounded focus rings.\n$focus-ring-radius: 0.125rem; // 2px at 100% zoom and 16px base font.\n","html {\n  /*****************************************************************************\n  * Font features used in this theme\n  */\n\n  // base font size - applied at body/html level\n  --pst-font-size-base: 1rem;\n\n  // heading font sizes based on bootstrap sizing\n  --pst-font-size-h1: 2.5rem;\n  --pst-font-size-h2: 2rem;\n  --pst-font-size-h3: 1.75rem;\n  --pst-font-size-h4: 1.5rem;\n  --pst-font-size-h5: 1.25rem;\n  --pst-font-size-h6: 1.1rem;\n\n  // smaller than heading font sizes\n  --pst-font-size-milli: 0.9rem;\n\n  // Sidebar styles\n  --pst-sidebar-font-size: 0.9rem;\n  --pst-sidebar-font-size-mobile: 1.1rem;\n  --pst-sidebar-header-font-size: 1.2rem;\n  --pst-sidebar-header-font-weight: 600;\n\n  // Admonition styles\n  --pst-admonition-font-weight-heading: 600;\n\n  // Font weights\n  --pst-font-weight-caption: 300;\n  --pst-font-weight-heading: 400;\n\n  // Font family\n  // These are adapted from https://systemfontstack.com/ */\n  --pst-font-family-base-system: -apple-system, \"BlinkMacSystemFont\", \"Segoe UI\",\n    \"Helvetica Neue\", \"Arial\", sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\",\n    \"Segoe UI Symbol\";\n  --pst-font-family-monospace-system: \"SFMono-Regular\", \"Menlo\", \"Consolas\",\n    \"Monaco\", \"Liberation Mono\", \"Lucida Console\", monospace;\n  --pst-font-family-base: var(--pst-font-family-base-system);\n  --pst-font-family-heading: var(--pst-font-family-base-system);\n  --pst-font-family-monospace: var(--pst-font-family-monospace-system);\n}\n","html {\n  /*****************************************************************************\n  * Icon\n  */\n\n  // Font size across all icons\n  --pst-font-size-icon: 1.5rem;\n\n  // Font Awesome default icons\n  --pst-icon-check-circle: \"\\f058\"; // fa-solid fa-circle-check\n  --pst-icon-info-circle: \"\\f05a\"; // fa-solid fa-circle-info\n  --pst-icon-exclamation-triangle: \"\\f071\"; // fa-solid fa-triangle-exclamation\n  --pst-icon-exclamation-circle: \"\\f06a\"; // fa-solid fa-circle-exclamation\n  --pst-icon-times-circle: \"\\f057\"; // fa-solid fa-circle-xmark\n  --pst-icon-lightbulb: \"\\f0eb\"; // fa-solid fa-lightbulb\n  --pst-icon-download: \"\\f019\"; // fa-solid fa-download\n  --pst-icon-angle-left: \"\\f104\"; // fa-solid fa-angle-left\n  --pst-icon-angle-right: \"\\f105\"; // fa-solid fa-angle-right\n  --pst-icon-external-link: \"\\f35d\"; // fa-solid fa-up-right-from-square\n  --pst-icon-search-minus: \"\\f010\"; // fa-solid fa-magnifying-glass-minus\n  --pst-icon-github: \"\\f09b\"; // fa-brands fa-github\n  --pst-icon-gitlab: \"\\f296\"; // fa-brands fa-gitlab\n  --pst-icon-share: \"\\f064\"; // fa-solid fa-share\n  --pst-icon-bell: \"\\f0f3\"; // fa-solid fa-bell\n  --pst-icon-pencil: \"\\f303\"; // fa-solid fa-pencil\n\n  // Bootstrap icons\n  --pst-breadcrumb-divider: \"\\f105\";\n}\n","html {\n  /*****************************************************************************\n  * Admonitions\n  **/\n\n  --pst-icon-admonition-default: var(--pst-icon-bell);\n  --pst-icon-admonition-note: var(--pst-icon-info-circle);\n  --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-error: var(--pst-icon-times-circle);\n  --pst-icon-admonition-hint: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-tip: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-seealso: var(--pst-icon-share);\n  --pst-icon-admonition-todo: var(--pst-icon-pencil);\n}\n","html {\n  /*****************************************************************************\n  * versionmodified\n  **/\n\n  --pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle);\n}\n","html {\n  font-size: var(--pst-font-size-base);\n  scroll-padding-top: calc(var(--pst-header-height) + 1rem);\n}\n\nbody {\n  background-color: var(--pst-color-background);\n  font-family: var(--pst-font-family-base);\n  font-weight: 400;\n  line-height: 1.65;\n  color: var(--pst-color-text-base);\n  min-height: 100vh;\n  display: flex;\n  flex-direction: column;\n\n  // hack to avoid the black background on some browser including Safari\n  &::-webkit-scrollbar-track {\n    background-color: var(--pst-color-background);\n  }\n}\n\np {\n  margin-bottom: 1.15rem;\n  font-size: 1em;\n\n  /* section header in docstring pages */\n  &.rubric {\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  &.centered {\n    text-align: center;\n  }\n}\n\na {\n  @include link-style-default;\n\n  // The # anchor that appears on hover over headings\n  &.headerlink {\n    color: var(--pst-color-secondary);\n    opacity: 0.7;\n    font-size: 0.8em;\n    padding: 0 4px;\n    margin-left: 0.2em;\n    text-decoration: none;\n    transition: all 0.2s ease-out;\n    user-select: none;\n\n    &:hover {\n      opacity: 1;\n    }\n  }\n\n  // set up a icon next to the shorten links from github and gitlab\n  &.github,\n  &.gitlab {\n    &::before {\n      color: var(--pst-color-text-muted);\n      font: var(--fa-font-brands);\n      margin-right: 0.25rem;\n    }\n  }\n\n  &.github::before {\n    content: var(--pst-icon-github);\n  }\n\n  &.gitlab::before {\n    content: var(--pst-icon-gitlab);\n  }\n}\n\n%heading-style {\n  margin: 2.75rem 0 1.05rem;\n  font-family: var(--pst-font-family-heading);\n  font-weight: var(--pst-font-weight-heading);\n  line-height: 1.15;\n}\n\nh1 {\n  @extend %heading-style;\n\n  margin-top: 0;\n  font-size: var(--pst-font-size-h1);\n  color: var(--pst-heading-color);\n}\n\nh2 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h2);\n  color: var(--pst-heading-color);\n}\n\nh3 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h3);\n  color: var(--pst-heading-color);\n}\n\nh4 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h4);\n  color: var(--pst-heading-color);\n}\n\nh5 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h5);\n  color: var(--pst-color-text-base);\n}\n\nh6 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h6);\n  color: var(--pst-color-text-base);\n}\n\nsmall,\n.text_small {\n  font-size: var(--pst-font-size-milli);\n}\n\nhr {\n  border: 0;\n  border-top: 1px solid var(--pst-color-border);\n}\n\npre,\ncode,\nkbd,\nsamp {\n  font-family: var(--pst-font-family-monospace);\n}\n\nkbd {\n  // use theme negative\n  background-color: var(--pst-color-on-background);\n  color: var(--pst-color-text-muted);\n\n  // Compound keyboard elements will have nested kbd in them, so this prevents double lines\n  &:not(.compound) {\n    border: 1px solid var(--pst-color-border);\n    margin: 0 0.1rem;\n    padding: 0.1rem 0.4rem;\n    box-shadow: 1px 1px 1px var(--pst-color-shadow);\n  }\n}\n\ncode {\n  color: var(--pst-color-inline-code);\n}\n\npre {\n  margin: 1.5em 0;\n  padding: 1rem;\n  background-color: var(--pst-color-surface);\n  color: var(--pst-color-text-base);\n  line-height: 1.2em;\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  .linenos {\n    // minimum opacity to make the line numbers WCAG AA conformant\n    opacity: 0.8;\n    padding-right: 10px;\n  }\n}\n\n// the back to top btn\n#pst-back-to-top {\n  z-index: $zindex-tooltip;\n  position: fixed;\n  display: none;\n  top: 90vh;\n  left: 50vw;\n  transform: translate(-50%);\n  color: var(--pst-color-secondary-text);\n  background-color: var(--pst-color-secondary);\n  border: none;\n\n  .fa-arrow-up {\n    // Using margin instead of a space character prevents the space between the\n    // icon and the text from being underlined when the button is hovered.\n    margin-inline-end: 0.5em;\n  }\n\n  &:hover {\n    @include link-style-hover;\n\n    text-decoration-thickness: 1px;\n    background-color: var(--pst-violet-600);\n    color: var(--pst-color-secondary-text);\n  }\n\n  &:focus-visible {\n    box-shadow: none;\n    outline: $focus-ring-outline;\n    outline-color: var(--pst-color-secondary);\n    outline-offset: $focus-ring-width;\n  }\n}\n\n// Focus ring\n// ----------\n// Note: The Bootstrap stylesheet provides the focus ring (customized by this\n// theme via Sass variables in _bootstrap.scss) in some cases. This rule covers\n// all other cases.\n:focus-visible {\n  outline: $focus-ring-outline;\n  box-shadow: none; // override Bootstrap\n}\n","// Consistent styling for links\n// ============================\n\n@use \"sass:string\";\n\n// Define some useful variables for links styling consistency\n\n// The default thickness of the underline for links will be either:\n//  - 1px\n//  - 0.0625rem if it's thicker than 1px because the user has changed the text\n//    size in their browser\n$link-underline-thickness: string.unquote(\"max(1px, .0625rem)\") !default;\n\n// Offset of link underlines from text baseline\n// The default is 3px expressed as ems, as calculated against the default body\n// font size (on desktop).\n$link-underline-offset: 0.1578em !default;\n\n// Thickness of link underlines in hover state\n// The default for each link will be the thickest of the following:\n//  - 3px\n//  - 0.1875rem, if it's thicker than 3px because the user has changed the text\n//    size in their browser\n//  - 0.12em (relative to the link's text size)\n$link-hover-decoration-thickness: string.unquote(\n  \"max(3px, .1875rem, .12em)\"\n) !default;\n\n// Ensures links have an underline decoration by default - needed to meet\n// WCAG SC 1.4.1\n@mixin link-decoration {\n  text-decoration: underline;\n\n  @if $link-underline-thickness {\n    text-decoration-thickness: $link-underline-thickness;\n  }\n\n  @if $link-underline-offset {\n    text-underline-offset: $link-underline-offset;\n  }\n}\n\n// Ensures links have an underline decoration on hover - distinct from the\n// default behaviour\n@mixin link-decoration-hover {\n  @if $link-hover-decoration-thickness {\n    text-decoration-thickness: $link-hover-decoration-thickness;\n\n    // Disable ink skipping on underlines on hover.\n    text-decoration-skip-ink: none;\n  }\n}\n\n// Simple hover style - can be used alone or in conjunction with other mixins\n// Add the text underline and change in thickness on hover.\n// Intended for use with the `:hover` pseudo-class.\n@mixin link-style-hover {\n  @include link-decoration;\n  @include link-decoration-hover;\n\n  color: var(--pst-color-link-hover);\n}\n\n// Default link styles\n// -------------------\n// Defines: default unvisited, visited, hover, and active.\n// TODO: @trallard to improve focus styles in subsequent PR\n@mixin link-style-default {\n  // So that really long links don't spill out of their container\n  word-wrap: break-word;\n  color: var(--pst-color-link);\n\n  @include link-decoration;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to add active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link);\n  }\n\n  // Visited should still be hoverable\n  &:visited {\n    color: var(--pst-color-link);\n\n    &:hover {\n      color: var(--pst-color-link-hover);\n    }\n  }\n}\n\n// Text link styles\n// ----------------\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation bar links.\n@mixin link-style-text {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration;\n    @include link-decoration-hover;\n  }\n}\n\n// Sidebar and TOC links\n// ---------------------\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation the primary sidebar and table of contents.\n// Active and hover should work together rather than one overriding the other.\n@mixin link-sidebar {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    text-decoration: underline;\n    background-color: transparent;\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to update active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link-hover);\n  }\n\n  &:focus-visible {\n    box-shadow: $focus-ring-box-shadow;\n    outline: none;\n    z-index: 10; // keep focus ring on top (prevent the link-sidebar-current notch from lying on top of the ring)\n  }\n}\n\n// Sidebar current page link styles\n// --------------------------------\n// Adds a vertical line on the left hand side of the link to indicate that\n// it's the current page. Note this is distinct from an active state.\n// Used on the primary sidebar and the TOC.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-sidebar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n\n  @if $link-hover-decoration-thickness {\n    $notch-shadow: inset\n      $link-hover-decoration-thickness\n      0\n      0\n      var(--pst-color-primary);\n\n    box-shadow: $notch-shadow;\n\n    &:focus-visible {\n      box-shadow: $notch-shadow, $focus-ring-box-shadow;\n      outline: none;\n    }\n  }\n}\n\n// Navigation bar current page link styles\n// ---------------------------------------\n// Adds a bottom underline, this leaves enough space for the hover state without\n// cluttering the navbar.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-navbar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n\n  @if $link-hover-decoration-thickness {\n    border-bottom: $link-hover-decoration-thickness\n      solid\n      var(--pst-color-primary);\n  }\n}\n\n// Navigation bar icon links hover styles\n// --------------------------------------\n// Adds a bottom box-shadow - since there is no text we cannot use text-decoration\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin icon-navbar-hover {\n  &:hover {\n    color: var(--pst-color-link-hover);\n\n    @if $link-hover-decoration-thickness {\n      box-shadow: 0\n        $link-hover-decoration-thickness\n        0\n        var(--pst-color-link-hover);\n    }\n  }\n}\n\n// Mixin for links in the header (and the More dropdown toggle).\n\n// The mixin assumes it will be applied to some element X with a markup structure\n// like: X > .nav-link, or X > .dropdown-toggle.\n\n// It also assumes X.current is how the app annotates which item in the header nav\n// corresponds to the section in the docs that the user is currently reading.\n@mixin header-link {\n  // Target the child and not the parent because we want the underline in the\n  // mobile sidebar to only span the width of the text not the entire row/line.\n  > .nav-link,\n  > .dropdown-toggle {\n    border-radius: 2px;\n    color: var(--pst-color-text-muted);\n  }\n\n  > .nav-link {\n    // Set up pseudo-element for hover and current states below.\n    position: relative;\n\n    &::before {\n      content: \"\";\n      display: block;\n      position: absolute;\n      inset: 0;\n      background-color: transparent;\n    }\n\n    // Underline on hover.\n    // - Don't use text-decoration because it will wrap across two lines if\n    //   the link text also wraps across two lines.\n    // - Use pseudo-element in order to avoid the border-radius values\n    //   rounding the edges of the underline. (And since a header link can be\n    //   both focused and hovered at the same time and we want the focus ring\n    //   but not the underline to be rounded, we cannot use a box shadow or\n    //   bottom border link element to create the underline, or else it will\n    //   be rounded and if we apply border-radius 0 then the hovered focus\n    //   ring would go from rounded to sharp. So we have to use the\n    //   pseudo-element.)\n    &:hover {\n      color: var(--pst-color-secondary);\n      text-decoration: none; // override the link-style-hover mixin\n      &::before {\n        border-bottom: 3px solid var(--pst-color-secondary);\n      }\n    }\n\n    &:focus-visible {\n      box-shadow: none; // override Bootstrap\n      outline: 3px solid var(--pst-color-accent);\n      outline-offset: 3px;\n    }\n  }\n\n  > .dropdown-toggle {\n    &:focus-visible {\n      box-shadow: $focus-ring-box-shadow;\n    }\n\n    &:hover {\n      text-decoration: none;\n      box-shadow: 0 0 0 $focus-ring-width var(--pst-color-link-hover); // purple focus ring\n      // Brighten the text on hover (muted -> base)\n      color: var(--pst-color-text-base);\n    }\n  }\n\n  &.current {\n    > .nav-link {\n      color: var(--pst-color-primary);\n\n      // Underline the current navbar item\n      &::before {\n        border-bottom: 3px solid var(--pst-color-primary);\n      }\n    }\n  }\n}\n","// Variables\n//\n// Variables should follow the `$component-state-property-size` formula for\n// consistent naming. Ex: $nav-link-disabled-color and $modal-content-box-shadow-xs.\n\n// Color system\n\n// scss-docs-start gray-color-variables\n$white:    #fff !default;\n$gray-100: #f8f9fa !default;\n$gray-200: #e9ecef !default;\n$gray-300: #dee2e6 !default;\n$gray-400: #ced4da !default;\n$gray-500: #adb5bd !default;\n$gray-600: #6c757d !default;\n$gray-700: #495057 !default;\n$gray-800: #343a40 !default;\n$gray-900: #212529 !default;\n$black:    #000 !default;\n// scss-docs-end gray-color-variables\n\n// fusv-disable\n// scss-docs-start gray-colors-map\n$grays: (\n  \"100\": $gray-100,\n  \"200\": $gray-200,\n  \"300\": $gray-300,\n  \"400\": $gray-400,\n  \"500\": $gray-500,\n  \"600\": $gray-600,\n  \"700\": $gray-700,\n  \"800\": $gray-800,\n  \"900\": $gray-900\n) !default;\n// scss-docs-end gray-colors-map\n// fusv-enable\n\n// scss-docs-start color-variables\n$blue:    #0d6efd !default;\n$indigo:  #6610f2 !default;\n$purple:  #6f42c1 !default;\n$pink:    #d63384 !default;\n$red:     #dc3545 !default;\n$orange:  #fd7e14 !default;\n$yellow:  #ffc107 !default;\n$green:   #198754 !default;\n$teal:    #20c997 !default;\n$cyan:    #0dcaf0 !default;\n// scss-docs-end color-variables\n\n// scss-docs-start colors-map\n$colors: (\n  \"blue\":       $blue,\n  \"indigo\":     $indigo,\n  \"purple\":     $purple,\n  \"pink\":       $pink,\n  \"red\":        $red,\n  \"orange\":     $orange,\n  \"yellow\":     $yellow,\n  \"green\":      $green,\n  \"teal\":       $teal,\n  \"cyan\":       $cyan,\n  \"black\":      $black,\n  \"white\":      $white,\n  \"gray\":       $gray-600,\n  \"gray-dark\":  $gray-800\n) !default;\n// scss-docs-end colors-map\n\n// The contrast ratio to reach against white, to determine if color changes from \"light\" to \"dark\". Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n$min-contrast-ratio:   4.5 !default;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$color-contrast-dark:      $black !default;\n$color-contrast-light:     $white !default;\n\n// fusv-disable\n$blue-100: tint-color($blue, 80%) !default;\n$blue-200: tint-color($blue, 60%) !default;\n$blue-300: tint-color($blue, 40%) !default;\n$blue-400: tint-color($blue, 20%) !default;\n$blue-500: $blue !default;\n$blue-600: shade-color($blue, 20%) !default;\n$blue-700: shade-color($blue, 40%) !default;\n$blue-800: shade-color($blue, 60%) !default;\n$blue-900: shade-color($blue, 80%) !default;\n\n$indigo-100: tint-color($indigo, 80%) !default;\n$indigo-200: tint-color($indigo, 60%) !default;\n$indigo-300: tint-color($indigo, 40%) !default;\n$indigo-400: tint-color($indigo, 20%) !default;\n$indigo-500: $indigo !default;\n$indigo-600: shade-color($indigo, 20%) !default;\n$indigo-700: shade-color($indigo, 40%) !default;\n$indigo-800: shade-color($indigo, 60%) !default;\n$indigo-900: shade-color($indigo, 80%) !default;\n\n$purple-100: tint-color($purple, 80%) !default;\n$purple-200: tint-color($purple, 60%) !default;\n$purple-300: tint-color($purple, 40%) !default;\n$purple-400: tint-color($purple, 20%) !default;\n$purple-500: $purple !default;\n$purple-600: shade-color($purple, 20%) !default;\n$purple-700: shade-color($purple, 40%) !default;\n$purple-800: shade-color($purple, 60%) !default;\n$purple-900: shade-color($purple, 80%) !default;\n\n$pink-100: tint-color($pink, 80%) !default;\n$pink-200: tint-color($pink, 60%) !default;\n$pink-300: tint-color($pink, 40%) !default;\n$pink-400: tint-color($pink, 20%) !default;\n$pink-500: $pink !default;\n$pink-600: shade-color($pink, 20%) !default;\n$pink-700: shade-color($pink, 40%) !default;\n$pink-800: shade-color($pink, 60%) !default;\n$pink-900: shade-color($pink, 80%) !default;\n\n$red-100: tint-color($red, 80%) !default;\n$red-200: tint-color($red, 60%) !default;\n$red-300: tint-color($red, 40%) !default;\n$red-400: tint-color($red, 20%) !default;\n$red-500: $red !default;\n$red-600: shade-color($red, 20%) !default;\n$red-700: shade-color($red, 40%) !default;\n$red-800: shade-color($red, 60%) !default;\n$red-900: shade-color($red, 80%) !default;\n\n$orange-100: tint-color($orange, 80%) !default;\n$orange-200: tint-color($orange, 60%) !default;\n$orange-300: tint-color($orange, 40%) !default;\n$orange-400: tint-color($orange, 20%) !default;\n$orange-500: $orange !default;\n$orange-600: shade-color($orange, 20%) !default;\n$orange-700: shade-color($orange, 40%) !default;\n$orange-800: shade-color($orange, 60%) !default;\n$orange-900: shade-color($orange, 80%) !default;\n\n$yellow-100: tint-color($yellow, 80%) !default;\n$yellow-200: tint-color($yellow, 60%) !default;\n$yellow-300: tint-color($yellow, 40%) !default;\n$yellow-400: tint-color($yellow, 20%) !default;\n$yellow-500: $yellow !default;\n$yellow-600: shade-color($yellow, 20%) !default;\n$yellow-700: shade-color($yellow, 40%) !default;\n$yellow-800: shade-color($yellow, 60%) !default;\n$yellow-900: shade-color($yellow, 80%) !default;\n\n$green-100: tint-color($green, 80%) !default;\n$green-200: tint-color($green, 60%) !default;\n$green-300: tint-color($green, 40%) !default;\n$green-400: tint-color($green, 20%) !default;\n$green-500: $green !default;\n$green-600: shade-color($green, 20%) !default;\n$green-700: shade-color($green, 40%) !default;\n$green-800: shade-color($green, 60%) !default;\n$green-900: shade-color($green, 80%) !default;\n\n$teal-100: tint-color($teal, 80%) !default;\n$teal-200: tint-color($teal, 60%) !default;\n$teal-300: tint-color($teal, 40%) !default;\n$teal-400: tint-color($teal, 20%) !default;\n$teal-500: $teal !default;\n$teal-600: shade-color($teal, 20%) !default;\n$teal-700: shade-color($teal, 40%) !default;\n$teal-800: shade-color($teal, 60%) !default;\n$teal-900: shade-color($teal, 80%) !default;\n\n$cyan-100: tint-color($cyan, 80%) !default;\n$cyan-200: tint-color($cyan, 60%) !default;\n$cyan-300: tint-color($cyan, 40%) !default;\n$cyan-400: tint-color($cyan, 20%) !default;\n$cyan-500: $cyan !default;\n$cyan-600: shade-color($cyan, 20%) !default;\n$cyan-700: shade-color($cyan, 40%) !default;\n$cyan-800: shade-color($cyan, 60%) !default;\n$cyan-900: shade-color($cyan, 80%) !default;\n\n$blues: (\n  \"blue-100\": $blue-100,\n  \"blue-200\": $blue-200,\n  \"blue-300\": $blue-300,\n  \"blue-400\": $blue-400,\n  \"blue-500\": $blue-500,\n  \"blue-600\": $blue-600,\n  \"blue-700\": $blue-700,\n  \"blue-800\": $blue-800,\n  \"blue-900\": $blue-900\n) !default;\n\n$indigos: (\n  \"indigo-100\": $indigo-100,\n  \"indigo-200\": $indigo-200,\n  \"indigo-300\": $indigo-300,\n  \"indigo-400\": $indigo-400,\n  \"indigo-500\": $indigo-500,\n  \"indigo-600\": $indigo-600,\n  \"indigo-700\": $indigo-700,\n  \"indigo-800\": $indigo-800,\n  \"indigo-900\": $indigo-900\n) !default;\n\n$purples: (\n  \"purple-100\": $purple-100,\n  \"purple-200\": $purple-200,\n  \"purple-300\": $purple-300,\n  \"purple-400\": $purple-400,\n  \"purple-500\": $purple-500,\n  \"purple-600\": $purple-600,\n  \"purple-700\": $purple-700,\n  \"purple-800\": $purple-800,\n  \"purple-900\": $purple-900\n) !default;\n\n$pinks: (\n  \"pink-100\": $pink-100,\n  \"pink-200\": $pink-200,\n  \"pink-300\": $pink-300,\n  \"pink-400\": $pink-400,\n  \"pink-500\": $pink-500,\n  \"pink-600\": $pink-600,\n  \"pink-700\": $pink-700,\n  \"pink-800\": $pink-800,\n  \"pink-900\": $pink-900\n) !default;\n\n$reds: (\n  \"red-100\": $red-100,\n  \"red-200\": $red-200,\n  \"red-300\": $red-300,\n  \"red-400\": $red-400,\n  \"red-500\": $red-500,\n  \"red-600\": $red-600,\n  \"red-700\": $red-700,\n  \"red-800\": $red-800,\n  \"red-900\": $red-900\n) !default;\n\n$oranges: (\n  \"orange-100\": $orange-100,\n  \"orange-200\": $orange-200,\n  \"orange-300\": $orange-300,\n  \"orange-400\": $orange-400,\n  \"orange-500\": $orange-500,\n  \"orange-600\": $orange-600,\n  \"orange-700\": $orange-700,\n  \"orange-800\": $orange-800,\n  \"orange-900\": $orange-900\n) !default;\n\n$yellows: (\n  \"yellow-100\": $yellow-100,\n  \"yellow-200\": $yellow-200,\n  \"yellow-300\": $yellow-300,\n  \"yellow-400\": $yellow-400,\n  \"yellow-500\": $yellow-500,\n  \"yellow-600\": $yellow-600,\n  \"yellow-700\": $yellow-700,\n  \"yellow-800\": $yellow-800,\n  \"yellow-900\": $yellow-900\n) !default;\n\n$greens: (\n  \"green-100\": $green-100,\n  \"green-200\": $green-200,\n  \"green-300\": $green-300,\n  \"green-400\": $green-400,\n  \"green-500\": $green-500,\n  \"green-600\": $green-600,\n  \"green-700\": $green-700,\n  \"green-800\": $green-800,\n  \"green-900\": $green-900\n) !default;\n\n$teals: (\n  \"teal-100\": $teal-100,\n  \"teal-200\": $teal-200,\n  \"teal-300\": $teal-300,\n  \"teal-400\": $teal-400,\n  \"teal-500\": $teal-500,\n  \"teal-600\": $teal-600,\n  \"teal-700\": $teal-700,\n  \"teal-800\": $teal-800,\n  \"teal-900\": $teal-900\n) !default;\n\n$cyans: (\n  \"cyan-100\": $cyan-100,\n  \"cyan-200\": $cyan-200,\n  \"cyan-300\": $cyan-300,\n  \"cyan-400\": $cyan-400,\n  \"cyan-500\": $cyan-500,\n  \"cyan-600\": $cyan-600,\n  \"cyan-700\": $cyan-700,\n  \"cyan-800\": $cyan-800,\n  \"cyan-900\": $cyan-900\n) !default;\n// fusv-enable\n\n// scss-docs-start theme-color-variables\n$primary:       $blue !default;\n$secondary:     $gray-600 !default;\n$success:       $green !default;\n$info:          $cyan !default;\n$warning:       $yellow !default;\n$danger:        $red !default;\n$light:         $gray-100 !default;\n$dark:          $gray-900 !default;\n// scss-docs-end theme-color-variables\n\n// scss-docs-start theme-colors-map\n$theme-colors: (\n  \"primary\":    $primary,\n  \"secondary\":  $secondary,\n  \"success\":    $success,\n  \"info\":       $info,\n  \"warning\":    $warning,\n  \"danger\":     $danger,\n  \"light\":      $light,\n  \"dark\":       $dark\n) !default;\n// scss-docs-end theme-colors-map\n\n// scss-docs-start theme-text-variables\n$primary-text-emphasis:   shade-color($primary, 60%) !default;\n$secondary-text-emphasis: shade-color($secondary, 60%) !default;\n$success-text-emphasis:   shade-color($success, 60%) !default;\n$info-text-emphasis:      shade-color($info, 60%) !default;\n$warning-text-emphasis:   shade-color($warning, 60%) !default;\n$danger-text-emphasis:    shade-color($danger, 60%) !default;\n$light-text-emphasis:     $gray-700 !default;\n$dark-text-emphasis:      $gray-700 !default;\n// scss-docs-end theme-text-variables\n\n// scss-docs-start theme-bg-subtle-variables\n$primary-bg-subtle:       tint-color($primary, 80%) !default;\n$secondary-bg-subtle:     tint-color($secondary, 80%) !default;\n$success-bg-subtle:       tint-color($success, 80%) !default;\n$info-bg-subtle:          tint-color($info, 80%) !default;\n$warning-bg-subtle:       tint-color($warning, 80%) !default;\n$danger-bg-subtle:        tint-color($danger, 80%) !default;\n$light-bg-subtle:         mix($gray-100, $white) !default;\n$dark-bg-subtle:          $gray-400 !default;\n// scss-docs-end theme-bg-subtle-variables\n\n// scss-docs-start theme-border-subtle-variables\n$primary-border-subtle:   tint-color($primary, 60%) !default;\n$secondary-border-subtle: tint-color($secondary, 60%) !default;\n$success-border-subtle:   tint-color($success, 60%) !default;\n$info-border-subtle:      tint-color($info, 60%) !default;\n$warning-border-subtle:   tint-color($warning, 60%) !default;\n$danger-border-subtle:    tint-color($danger, 60%) !default;\n$light-border-subtle:     $gray-200 !default;\n$dark-border-subtle:      $gray-500 !default;\n// scss-docs-end theme-border-subtle-variables\n\n// Characters which are escaped by the escape-svg function\n$escaped-characters: (\n  (\"<\", \"%3c\"),\n  (\">\", \"%3e\"),\n  (\"#\", \"%23\"),\n  (\"(\", \"%28\"),\n  (\")\", \"%29\"),\n) !default;\n\n// Options\n//\n// Quickly modify global styling by enabling or disabling optional features.\n\n$enable-caret:                true !default;\n$enable-rounded:              true !default;\n$enable-shadows:              false !default;\n$enable-gradients:            false !default;\n$enable-transitions:          true !default;\n$enable-reduced-motion:       true !default;\n$enable-smooth-scroll:        true !default;\n$enable-grid-classes:         true !default;\n$enable-container-classes:    true !default;\n$enable-cssgrid:              false !default;\n$enable-button-pointers:      true !default;\n$enable-rfs:                  true !default;\n$enable-validation-icons:     true !default;\n$enable-negative-margins:     false !default;\n$enable-deprecation-messages: true !default;\n$enable-important-utilities:  true !default;\n\n$enable-dark-mode:            true !default;\n$color-mode-type:             data !default; // `data` or `media-query`\n\n// Prefix for :root CSS variables\n\n$variable-prefix:             bs- !default; // Deprecated in v5.2.0 for the shorter `$prefix`\n$prefix:                      $variable-prefix !default;\n\n// Gradient\n//\n// The gradient which is added to components if `$enable-gradients` is `true`\n// This gradient is also added to elements with `.bg-gradient`\n// scss-docs-start variable-gradient\n$gradient: linear-gradient(180deg, rgba($white, .15), rgba($white, 0)) !default;\n// scss-docs-end variable-gradient\n\n// Spacing\n//\n// Control the default styling of most Bootstrap elements by modifying these\n// variables. Mostly focused on spacing.\n// You can add more entries to the $spacers map, should you need more variation.\n\n// scss-docs-start spacer-variables-maps\n$spacer: 1rem !default;\n$spacers: (\n  0: 0,\n  1: $spacer * .25,\n  2: $spacer * .5,\n  3: $spacer,\n  4: $spacer * 1.5,\n  5: $spacer * 3,\n) !default;\n// scss-docs-end spacer-variables-maps\n\n// Position\n//\n// Define the edge positioning anchors of the position utilities.\n\n// scss-docs-start position-map\n$position-values: (\n  0: 0,\n  50: 50%,\n  100: 100%\n) !default;\n// scss-docs-end position-map\n\n// Body\n//\n// Settings for the `<body>` element.\n\n$body-text-align:           null !default;\n$body-color:                $gray-900 !default;\n$body-bg:                   $white !default;\n\n$body-secondary-color:      rgba($body-color, .75) !default;\n$body-secondary-bg:         $gray-200 !default;\n\n$body-tertiary-color:       rgba($body-color, .5) !default;\n$body-tertiary-bg:          $gray-100 !default;\n\n$body-emphasis-color:       $black !default;\n\n// Links\n//\n// Style anchor elements.\n\n$link-color:                              $primary !default;\n$link-decoration:                         underline !default;\n$link-shade-percentage:                   20% !default;\n$link-hover-color:                        shift-color($link-color, $link-shade-percentage) !default;\n$link-hover-decoration:                   null !default;\n\n$stretched-link-pseudo-element:           after !default;\n$stretched-link-z-index:                  1 !default;\n\n// Icon links\n// scss-docs-start icon-link-variables\n$icon-link-gap:               .375rem !default;\n$icon-link-underline-offset:  .25em !default;\n$icon-link-icon-size:         1em !default;\n$icon-link-icon-transition:   .2s ease-in-out transform !default;\n$icon-link-icon-transform:    translate3d(.25em, 0, 0) !default;\n// scss-docs-end icon-link-variables\n\n// Paragraphs\n//\n// Style p element.\n\n$paragraph-margin-bottom:   1rem !default;\n\n\n// Grid breakpoints\n//\n// Define the minimum dimensions at which your layout will change,\n// adapting to different screen sizes, for use in media queries.\n\n// scss-docs-start grid-breakpoints\n$grid-breakpoints: (\n  xs: 0,\n  sm: 576px,\n  md: 768px,\n  lg: 992px,\n  xl: 1200px,\n  xxl: 1400px\n) !default;\n// scss-docs-end grid-breakpoints\n\n@include _assert-ascending($grid-breakpoints, \"$grid-breakpoints\");\n@include _assert-starts-at-zero($grid-breakpoints, \"$grid-breakpoints\");\n\n\n// Grid containers\n//\n// Define the maximum width of `.container` for different screen sizes.\n\n// scss-docs-start container-max-widths\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1140px,\n  xxl: 1320px\n) !default;\n// scss-docs-end container-max-widths\n\n@include _assert-ascending($container-max-widths, \"$container-max-widths\");\n\n\n// Grid columns\n//\n// Set the number of columns and specify the width of the gutters.\n\n$grid-columns:                12 !default;\n$grid-gutter-width:           1.5rem !default;\n$grid-row-columns:            6 !default;\n\n// Container padding\n\n$container-padding-x: $grid-gutter-width !default;\n\n\n// Components\n//\n// Define common padding and border radius sizes and more.\n\n// scss-docs-start border-variables\n$border-width:                1px !default;\n$border-widths: (\n  1: 1px,\n  2: 2px,\n  3: 3px,\n  4: 4px,\n  5: 5px\n) !default;\n$border-style:                solid !default;\n$border-color:                $gray-300 !default;\n$border-color-translucent:    rgba($black, .175) !default;\n// scss-docs-end border-variables\n\n// scss-docs-start border-radius-variables\n$border-radius:               .375rem !default;\n$border-radius-sm:            .25rem !default;\n$border-radius-lg:            .5rem !default;\n$border-radius-xl:            1rem !default;\n$border-radius-xxl:           2rem !default;\n$border-radius-pill:          50rem !default;\n// scss-docs-end border-radius-variables\n// fusv-disable\n$border-radius-2xl:           $border-radius-xxl !default; // Deprecated in v5.3.0\n// fusv-enable\n\n// scss-docs-start box-shadow-variables\n$box-shadow:                  0 .5rem 1rem rgba($black, .15) !default;\n$box-shadow-sm:               0 .125rem .25rem rgba($black, .075) !default;\n$box-shadow-lg:               0 1rem 3rem rgba($black, .175) !default;\n$box-shadow-inset:            inset 0 1px 2px rgba($black, .075) !default;\n// scss-docs-end box-shadow-variables\n\n$component-active-color:      $white !default;\n$component-active-bg:         $primary !default;\n\n// scss-docs-start focus-ring-variables\n$focus-ring-width:      .25rem !default;\n$focus-ring-opacity:    .25 !default;\n$focus-ring-color:      rgba($primary, $focus-ring-opacity) !default;\n$focus-ring-blur:       0 !default;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color !default;\n// scss-docs-end focus-ring-variables\n\n// scss-docs-start caret-variables\n$caret-width:                 .3em !default;\n$caret-vertical-align:        $caret-width * .85 !default;\n$caret-spacing:               $caret-width * .85 !default;\n// scss-docs-end caret-variables\n\n$transition-base:             all .2s ease-in-out !default;\n$transition-fade:             opacity .15s linear !default;\n// scss-docs-start collapse-transition\n$transition-collapse:         height .35s ease !default;\n$transition-collapse-width:   width .35s ease !default;\n// scss-docs-end collapse-transition\n\n// stylelint-disable function-disallowed-list\n// scss-docs-start aspect-ratios\n$aspect-ratios: (\n  \"1x1\": 100%,\n  \"4x3\": calc(3 / 4 * 100%),\n  \"16x9\": calc(9 / 16 * 100%),\n  \"21x9\": calc(9 / 21 * 100%)\n) !default;\n// scss-docs-end aspect-ratios\n// stylelint-enable function-disallowed-list\n\n// Typography\n//\n// Font, line-height, and color for body text, headings, and more.\n\n// scss-docs-start font-variables\n// stylelint-disable value-keyword-case\n$font-family-sans-serif:      system-ui, -apple-system, \"Segoe UI\", Roboto, \"Helvetica Neue\", \"Noto Sans\", \"Liberation Sans\", Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\" !default;\n$font-family-monospace:       SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace !default;\n// stylelint-enable value-keyword-case\n$font-family-base:            var(--#{$prefix}font-sans-serif) !default;\n$font-family-code:            var(--#{$prefix}font-monospace) !default;\n\n// $font-size-root affects the value of `rem`, which is used for as well font sizes, paddings, and margins\n// $font-size-base affects the font size of the body text\n$font-size-root:              null !default;\n$font-size-base:              1rem !default; // Assumes the browser default, typically `16px`\n$font-size-sm:                $font-size-base * .875 !default;\n$font-size-lg:                $font-size-base * 1.25 !default;\n\n$font-weight-lighter:         lighter !default;\n$font-weight-light:           300 !default;\n$font-weight-normal:          400 !default;\n$font-weight-medium:          500 !default;\n$font-weight-semibold:        600 !default;\n$font-weight-bold:            700 !default;\n$font-weight-bolder:          bolder !default;\n\n$font-weight-base:            $font-weight-normal !default;\n\n$line-height-base:            1.5 !default;\n$line-height-sm:              1.25 !default;\n$line-height-lg:              2 !default;\n\n$h1-font-size:                $font-size-base * 2.5 !default;\n$h2-font-size:                $font-size-base * 2 !default;\n$h3-font-size:                $font-size-base * 1.75 !default;\n$h4-font-size:                $font-size-base * 1.5 !default;\n$h5-font-size:                $font-size-base * 1.25 !default;\n$h6-font-size:                $font-size-base !default;\n// scss-docs-end font-variables\n\n// scss-docs-start font-sizes\n$font-sizes: (\n  1: $h1-font-size,\n  2: $h2-font-size,\n  3: $h3-font-size,\n  4: $h4-font-size,\n  5: $h5-font-size,\n  6: $h6-font-size\n) !default;\n// scss-docs-end font-sizes\n\n// scss-docs-start headings-variables\n$headings-margin-bottom:      $spacer * .5 !default;\n$headings-font-family:        null !default;\n$headings-font-style:         null !default;\n$headings-font-weight:        500 !default;\n$headings-line-height:        1.2 !default;\n$headings-color:              inherit !default;\n// scss-docs-end headings-variables\n\n// scss-docs-start display-headings\n$display-font-sizes: (\n  1: 5rem,\n  2: 4.5rem,\n  3: 4rem,\n  4: 3.5rem,\n  5: 3rem,\n  6: 2.5rem\n) !default;\n\n$display-font-family: null !default;\n$display-font-style:  null !default;\n$display-font-weight: 300 !default;\n$display-line-height: $headings-line-height !default;\n// scss-docs-end display-headings\n\n// scss-docs-start type-variables\n$lead-font-size:              $font-size-base * 1.25 !default;\n$lead-font-weight:            300 !default;\n\n$small-font-size:             .875em !default;\n\n$sub-sup-font-size:           .75em !default;\n\n// fusv-disable\n$text-muted:                  var(--#{$prefix}secondary-color) !default; // Deprecated in 5.3.0\n// fusv-enable\n\n$initialism-font-size:        $small-font-size !default;\n\n$blockquote-margin-y:         $spacer !default;\n$blockquote-font-size:        $font-size-base * 1.25 !default;\n$blockquote-footer-color:     $gray-600 !default;\n$blockquote-footer-font-size: $small-font-size !default;\n\n$hr-margin-y:                 $spacer !default;\n$hr-color:                    inherit !default;\n\n// fusv-disable\n$hr-bg-color:                 null !default; // Deprecated in v5.2.0\n$hr-height:                   null !default; // Deprecated in v5.2.0\n// fusv-enable\n\n$hr-border-color:             null !default; // Allows for inherited colors\n$hr-border-width:             var(--#{$prefix}border-width) !default;\n$hr-opacity:                  .25 !default;\n\n// scss-docs-start vr-variables\n$vr-border-width:             var(--#{$prefix}border-width) !default;\n// scss-docs-end vr-variables\n\n$legend-margin-bottom:        .5rem !default;\n$legend-font-size:            1.5rem !default;\n$legend-font-weight:          null !default;\n\n$dt-font-weight:              $font-weight-bold !default;\n\n$list-inline-padding:         .5rem !default;\n\n$mark-padding:                .1875em !default;\n$mark-color:                  $body-color !default;\n$mark-bg:                     $yellow-100 !default;\n// scss-docs-end type-variables\n\n\n// Tables\n//\n// Customizes the `.table` component with basic values, each used across all table variations.\n\n// scss-docs-start table-variables\n$table-cell-padding-y:        .5rem !default;\n$table-cell-padding-x:        .5rem !default;\n$table-cell-padding-y-sm:     .25rem !default;\n$table-cell-padding-x-sm:     .25rem !default;\n\n$table-cell-vertical-align:   top !default;\n\n$table-color:                 var(--#{$prefix}emphasis-color) !default;\n$table-bg:                    var(--#{$prefix}body-bg) !default;\n$table-accent-bg:             transparent !default;\n\n$table-th-font-weight:        null !default;\n\n$table-striped-color:         $table-color !default;\n$table-striped-bg-factor:     .05 !default;\n$table-striped-bg:            rgba(var(--#{$prefix}emphasis-color-rgb), $table-striped-bg-factor) !default;\n\n$table-active-color:          $table-color !default;\n$table-active-bg-factor:      .1 !default;\n$table-active-bg:             rgba(var(--#{$prefix}emphasis-color-rgb), $table-active-bg-factor) !default;\n\n$table-hover-color:           $table-color !default;\n$table-hover-bg-factor:       .075 !default;\n$table-hover-bg:              rgba(var(--#{$prefix}emphasis-color-rgb), $table-hover-bg-factor) !default;\n\n$table-border-factor:         .2 !default;\n$table-border-width:          var(--#{$prefix}border-width) !default;\n$table-border-color:          var(--#{$prefix}border-color) !default;\n\n$table-striped-order:         odd !default;\n$table-striped-columns-order: even !default;\n\n$table-group-separator-color: currentcolor !default;\n\n$table-caption-color:         var(--#{$prefix}secondary-color) !default;\n\n$table-bg-scale:              -80% !default;\n// scss-docs-end table-variables\n\n// scss-docs-start table-loop\n$table-variants: (\n  \"primary\":    shift-color($primary, $table-bg-scale),\n  \"secondary\":  shift-color($secondary, $table-bg-scale),\n  \"success\":    shift-color($success, $table-bg-scale),\n  \"info\":       shift-color($info, $table-bg-scale),\n  \"warning\":    shift-color($warning, $table-bg-scale),\n  \"danger\":     shift-color($danger, $table-bg-scale),\n  \"light\":      $light,\n  \"dark\":       $dark,\n) !default;\n// scss-docs-end table-loop\n\n\n// Buttons + Forms\n//\n// Shared variables that are reassigned to `$input-` and `$btn-` specific variables.\n\n// scss-docs-start input-btn-variables\n$input-btn-padding-y:         .375rem !default;\n$input-btn-padding-x:         .75rem !default;\n$input-btn-font-family:       null !default;\n$input-btn-font-size:         $font-size-base !default;\n$input-btn-line-height:       $line-height-base !default;\n\n$input-btn-focus-width:         $focus-ring-width !default;\n$input-btn-focus-color-opacity: $focus-ring-opacity !default;\n$input-btn-focus-color:         $focus-ring-color !default;\n$input-btn-focus-blur:          $focus-ring-blur !default;\n$input-btn-focus-box-shadow:    $focus-ring-box-shadow !default;\n\n$input-btn-padding-y-sm:      .25rem !default;\n$input-btn-padding-x-sm:      .5rem !default;\n$input-btn-font-size-sm:      $font-size-sm !default;\n\n$input-btn-padding-y-lg:      .5rem !default;\n$input-btn-padding-x-lg:      1rem !default;\n$input-btn-font-size-lg:      $font-size-lg !default;\n\n$input-btn-border-width:      var(--#{$prefix}border-width) !default;\n// scss-docs-end input-btn-variables\n\n\n// Buttons\n//\n// For each of Bootstrap's buttons, define text, background, and border color.\n\n// scss-docs-start btn-variables\n$btn-color:                   var(--#{$prefix}body-color) !default;\n$btn-padding-y:               $input-btn-padding-y !default;\n$btn-padding-x:               $input-btn-padding-x !default;\n$btn-font-family:             $input-btn-font-family !default;\n$btn-font-size:               $input-btn-font-size !default;\n$btn-line-height:             $input-btn-line-height !default;\n$btn-white-space:             null !default; // Set to `nowrap` to prevent text wrapping\n\n$btn-padding-y-sm:            $input-btn-padding-y-sm !default;\n$btn-padding-x-sm:            $input-btn-padding-x-sm !default;\n$btn-font-size-sm:            $input-btn-font-size-sm !default;\n\n$btn-padding-y-lg:            $input-btn-padding-y-lg !default;\n$btn-padding-x-lg:            $input-btn-padding-x-lg !default;\n$btn-font-size-lg:            $input-btn-font-size-lg !default;\n\n$btn-border-width:            $input-btn-border-width !default;\n\n$btn-font-weight:             $font-weight-normal !default;\n$btn-box-shadow:              inset 0 1px 0 rgba($white, .15), 0 1px 1px rgba($black, .075) !default;\n$btn-focus-width:             $input-btn-focus-width !default;\n$btn-focus-box-shadow:        $input-btn-focus-box-shadow !default;\n$btn-disabled-opacity:        .65 !default;\n$btn-active-box-shadow:       inset 0 3px 5px rgba($black, .125) !default;\n\n$btn-link-color:              var(--#{$prefix}link-color) !default;\n$btn-link-hover-color:        var(--#{$prefix}link-hover-color) !default;\n$btn-link-disabled-color:     $gray-600 !default;\n$btn-link-focus-shadow-rgb:   to-rgb(mix(color-contrast($link-color), $link-color, 15%)) !default;\n\n// Allows for customizing button radius independently from global border radius\n$btn-border-radius:           var(--#{$prefix}border-radius) !default;\n$btn-border-radius-sm:        var(--#{$prefix}border-radius-sm) !default;\n$btn-border-radius-lg:        var(--#{$prefix}border-radius-lg) !default;\n\n$btn-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$btn-hover-bg-shade-amount:       15% !default;\n$btn-hover-bg-tint-amount:        15% !default;\n$btn-hover-border-shade-amount:   20% !default;\n$btn-hover-border-tint-amount:    10% !default;\n$btn-active-bg-shade-amount:      20% !default;\n$btn-active-bg-tint-amount:       20% !default;\n$btn-active-border-shade-amount:  25% !default;\n$btn-active-border-tint-amount:   10% !default;\n// scss-docs-end btn-variables\n\n\n// Forms\n\n// scss-docs-start form-text-variables\n$form-text-margin-top:                  .25rem !default;\n$form-text-font-size:                   $small-font-size !default;\n$form-text-font-style:                  null !default;\n$form-text-font-weight:                 null !default;\n$form-text-color:                       var(--#{$prefix}secondary-color) !default;\n// scss-docs-end form-text-variables\n\n// scss-docs-start form-label-variables\n$form-label-margin-bottom:              .5rem !default;\n$form-label-font-size:                  null !default;\n$form-label-font-style:                 null !default;\n$form-label-font-weight:                null !default;\n$form-label-color:                      null !default;\n// scss-docs-end form-label-variables\n\n// scss-docs-start form-input-variables\n$input-padding-y:                       $input-btn-padding-y !default;\n$input-padding-x:                       $input-btn-padding-x !default;\n$input-font-family:                     $input-btn-font-family !default;\n$input-font-size:                       $input-btn-font-size !default;\n$input-font-weight:                     $font-weight-base !default;\n$input-line-height:                     $input-btn-line-height !default;\n\n$input-padding-y-sm:                    $input-btn-padding-y-sm !default;\n$input-padding-x-sm:                    $input-btn-padding-x-sm !default;\n$input-font-size-sm:                    $input-btn-font-size-sm !default;\n\n$input-padding-y-lg:                    $input-btn-padding-y-lg !default;\n$input-padding-x-lg:                    $input-btn-padding-x-lg !default;\n$input-font-size-lg:                    $input-btn-font-size-lg !default;\n\n$input-bg:                              var(--#{$prefix}body-bg) !default;\n$input-disabled-color:                  null !default;\n$input-disabled-bg:                     var(--#{$prefix}secondary-bg) !default;\n$input-disabled-border-color:           null !default;\n\n$input-color:                           var(--#{$prefix}body-color) !default;\n$input-border-color:                    var(--#{$prefix}border-color) !default;\n$input-border-width:                    $input-btn-border-width !default;\n$input-box-shadow:                      var(--#{$prefix}box-shadow-inset) !default;\n\n$input-border-radius:                   var(--#{$prefix}border-radius) !default;\n$input-border-radius-sm:                var(--#{$prefix}border-radius-sm) !default;\n$input-border-radius-lg:                var(--#{$prefix}border-radius-lg) !default;\n\n$input-focus-bg:                        $input-bg !default;\n$input-focus-border-color:              tint-color($component-active-bg, 50%) !default;\n$input-focus-color:                     $input-color !default;\n$input-focus-width:                     $input-btn-focus-width !default;\n$input-focus-box-shadow:                $input-btn-focus-box-shadow !default;\n\n$input-placeholder-color:               var(--#{$prefix}secondary-color) !default;\n$input-plaintext-color:                 var(--#{$prefix}body-color) !default;\n\n$input-height-border:                   calc(#{$input-border-width} * 2) !default; // stylelint-disable-line function-disallowed-list\n\n$input-height-inner:                    add($input-line-height * 1em, $input-padding-y * 2) !default;\n$input-height-inner-half:               add($input-line-height * .5em, $input-padding-y) !default;\n$input-height-inner-quarter:            add($input-line-height * .25em, $input-padding-y * .5) !default;\n\n$input-height:                          add($input-line-height * 1em, add($input-padding-y * 2, $input-height-border, false)) !default;\n$input-height-sm:                       add($input-line-height * 1em, add($input-padding-y-sm * 2, $input-height-border, false)) !default;\n$input-height-lg:                       add($input-line-height * 1em, add($input-padding-y-lg * 2, $input-height-border, false)) !default;\n\n$input-transition:                      border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$form-color-width:                      3rem !default;\n// scss-docs-end form-input-variables\n\n// scss-docs-start form-check-variables\n$form-check-input-width:                  1em !default;\n$form-check-min-height:                   $font-size-base * $line-height-base !default;\n$form-check-padding-start:                $form-check-input-width + .5em !default;\n$form-check-margin-bottom:                .125rem !default;\n$form-check-label-color:                  null !default;\n$form-check-label-cursor:                 null !default;\n$form-check-transition:                   null !default;\n\n$form-check-input-active-filter:          brightness(90%) !default;\n\n$form-check-input-bg:                     $input-bg !default;\n$form-check-input-border:                 var(--#{$prefix}border-width) solid var(--#{$prefix}border-color) !default;\n$form-check-input-border-radius:          .25em !default;\n$form-check-radio-border-radius:          50% !default;\n$form-check-input-focus-border:           $input-focus-border-color !default;\n$form-check-input-focus-box-shadow:       $focus-ring-box-shadow !default;\n\n$form-check-input-checked-color:          $component-active-color !default;\n$form-check-input-checked-bg-color:       $component-active-bg !default;\n$form-check-input-checked-border-color:   $form-check-input-checked-bg-color !default;\n$form-check-input-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-checked-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='m6 10 3 3 6-6'/></svg>\") !default;\n$form-check-radio-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='2' fill='#{$form-check-input-checked-color}'/></svg>\") !default;\n\n$form-check-input-indeterminate-color:          $component-active-color !default;\n$form-check-input-indeterminate-bg-color:       $component-active-bg !default;\n$form-check-input-indeterminate-border-color:   $form-check-input-indeterminate-bg-color !default;\n$form-check-input-indeterminate-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-indeterminate-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='M6 10h8'/></svg>\") !default;\n\n$form-check-input-disabled-opacity:        .5 !default;\n$form-check-label-disabled-opacity:        $form-check-input-disabled-opacity !default;\n$form-check-btn-check-disabled-opacity:    $btn-disabled-opacity !default;\n\n$form-check-inline-margin-end:    1rem !default;\n// scss-docs-end form-check-variables\n\n// scss-docs-start form-switch-variables\n$form-switch-color:               rgba($black, .25) !default;\n$form-switch-width:               2em !default;\n$form-switch-padding-start:       $form-switch-width + .5em !default;\n$form-switch-bg-image:            url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-color}'/></svg>\") !default;\n$form-switch-border-radius:       $form-switch-width !default;\n$form-switch-transition:          background-position .15s ease-in-out !default;\n\n$form-switch-focus-color:         $input-focus-border-color !default;\n$form-switch-focus-bg-image:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-focus-color}'/></svg>\") !default;\n\n$form-switch-checked-color:       $component-active-color !default;\n$form-switch-checked-bg-image:    url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-checked-color}'/></svg>\") !default;\n$form-switch-checked-bg-position: right center !default;\n// scss-docs-end form-switch-variables\n\n// scss-docs-start input-group-variables\n$input-group-addon-padding-y:           $input-padding-y !default;\n$input-group-addon-padding-x:           $input-padding-x !default;\n$input-group-addon-font-weight:         $input-font-weight !default;\n$input-group-addon-color:               $input-color !default;\n$input-group-addon-bg:                  var(--#{$prefix}tertiary-bg) !default;\n$input-group-addon-border-color:        $input-border-color !default;\n// scss-docs-end input-group-variables\n\n// scss-docs-start form-select-variables\n$form-select-padding-y:             $input-padding-y !default;\n$form-select-padding-x:             $input-padding-x !default;\n$form-select-font-family:           $input-font-family !default;\n$form-select-font-size:             $input-font-size !default;\n$form-select-indicator-padding:     $form-select-padding-x * 3 !default; // Extra padding for background-image\n$form-select-font-weight:           $input-font-weight !default;\n$form-select-line-height:           $input-line-height !default;\n$form-select-color:                 $input-color !default;\n$form-select-bg:                    $input-bg !default;\n$form-select-disabled-color:        null !default;\n$form-select-disabled-bg:           $input-disabled-bg !default;\n$form-select-disabled-border-color: $input-disabled-border-color !default;\n$form-select-bg-position:           right $form-select-padding-x center !default;\n$form-select-bg-size:               16px 12px !default; // In pixels because image dimensions\n$form-select-indicator-color:       $gray-800 !default;\n$form-select-indicator:             url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'><path fill='none' stroke='#{$form-select-indicator-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='m2 5 6 6 6-6'/></svg>\") !default;\n\n$form-select-feedback-icon-padding-end: $form-select-padding-x * 2.5 + $form-select-indicator-padding !default;\n$form-select-feedback-icon-position:    center right $form-select-indicator-padding !default;\n$form-select-feedback-icon-size:        $input-height-inner-half $input-height-inner-half !default;\n\n$form-select-border-width:        $input-border-width !default;\n$form-select-border-color:        $input-border-color !default;\n$form-select-border-radius:       $input-border-radius !default;\n$form-select-box-shadow:          var(--#{$prefix}box-shadow-inset) !default;\n\n$form-select-focus-border-color:  $input-focus-border-color !default;\n$form-select-focus-width:         $input-focus-width !default;\n$form-select-focus-box-shadow:    0 0 0 $form-select-focus-width $input-btn-focus-color !default;\n\n$form-select-padding-y-sm:        $input-padding-y-sm !default;\n$form-select-padding-x-sm:        $input-padding-x-sm !default;\n$form-select-font-size-sm:        $input-font-size-sm !default;\n$form-select-border-radius-sm:    $input-border-radius-sm !default;\n\n$form-select-padding-y-lg:        $input-padding-y-lg !default;\n$form-select-padding-x-lg:        $input-padding-x-lg !default;\n$form-select-font-size-lg:        $input-font-size-lg !default;\n$form-select-border-radius-lg:    $input-border-radius-lg !default;\n\n$form-select-transition:          $input-transition !default;\n// scss-docs-end form-select-variables\n\n// scss-docs-start form-range-variables\n$form-range-track-width:          100% !default;\n$form-range-track-height:         .5rem !default;\n$form-range-track-cursor:         pointer !default;\n$form-range-track-bg:             var(--#{$prefix}secondary-bg) !default;\n$form-range-track-border-radius:  1rem !default;\n$form-range-track-box-shadow:     var(--#{$prefix}box-shadow-inset) !default;\n\n$form-range-thumb-width:                   1rem !default;\n$form-range-thumb-height:                  $form-range-thumb-width !default;\n$form-range-thumb-bg:                      $component-active-bg !default;\n$form-range-thumb-border:                  0 !default;\n$form-range-thumb-border-radius:           1rem !default;\n$form-range-thumb-box-shadow:              0 .1rem .25rem rgba($black, .1) !default;\n$form-range-thumb-focus-box-shadow:        0 0 0 1px $body-bg, $input-focus-box-shadow !default;\n$form-range-thumb-focus-box-shadow-width:  $input-focus-width !default; // For focus box shadow issue in Edge\n$form-range-thumb-active-bg:               tint-color($component-active-bg, 70%) !default;\n$form-range-thumb-disabled-bg:             var(--#{$prefix}secondary-color) !default;\n$form-range-thumb-transition:              background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n// scss-docs-end form-range-variables\n\n// scss-docs-start form-file-variables\n$form-file-button-color:          $input-color !default;\n$form-file-button-bg:             var(--#{$prefix}tertiary-bg) !default;\n$form-file-button-hover-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end form-file-variables\n\n// scss-docs-start form-floating-variables\n$form-floating-height:                  add(3.5rem, $input-height-border) !default;\n$form-floating-line-height:             1.25 !default;\n$form-floating-padding-x:               $input-padding-x !default;\n$form-floating-padding-y:               1rem !default;\n$form-floating-input-padding-t:         1.625rem !default;\n$form-floating-input-padding-b:         .625rem !default;\n$form-floating-label-height:            1.5em !default;\n$form-floating-label-opacity:           .65 !default;\n$form-floating-label-transform:         scale(.85) translateY(-.5rem) translateX(.15rem) !default;\n$form-floating-label-disabled-color:    $gray-600 !default;\n$form-floating-transition:              opacity .1s ease-in-out, transform .1s ease-in-out !default;\n// scss-docs-end form-floating-variables\n\n// Form validation\n\n// scss-docs-start form-feedback-variables\n$form-feedback-margin-top:          $form-text-margin-top !default;\n$form-feedback-font-size:           $form-text-font-size !default;\n$form-feedback-font-style:          $form-text-font-style !default;\n$form-feedback-valid-color:         $success !default;\n$form-feedback-invalid-color:       $danger !default;\n\n$form-feedback-icon-valid-color:    $form-feedback-valid-color !default;\n$form-feedback-icon-valid:          url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 8 8'><path fill='#{$form-feedback-icon-valid-color}' d='M2.3 6.73.6 4.53c-.4-1.04.46-1.4 1.1-.8l1.1 1.4 3.4-3.8c.6-.63 1.6-.27 1.2.7l-4 4.6c-.43.5-.8.4-1.1.1z'/></svg>\") !default;\n$form-feedback-icon-invalid-color:  $form-feedback-invalid-color !default;\n$form-feedback-icon-invalid:        url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 12 12' width='12' height='12' fill='none' stroke='#{$form-feedback-icon-invalid-color}'><circle cx='6' cy='6' r='4.5'/><path stroke-linejoin='round' d='M5.8 3.6h.4L6 6.5z'/><circle cx='6' cy='8.2' r='.6' fill='#{$form-feedback-icon-invalid-color}' stroke='none'/></svg>\") !default;\n// scss-docs-end form-feedback-variables\n\n// scss-docs-start form-validation-colors\n$form-valid-color:                  $form-feedback-valid-color !default;\n$form-valid-border-color:           $form-feedback-valid-color !default;\n$form-invalid-color:                $form-feedback-invalid-color !default;\n$form-invalid-border-color:         $form-feedback-invalid-color !default;\n// scss-docs-end form-validation-colors\n\n// scss-docs-start form-validation-states\n$form-validation-states: (\n  \"valid\": (\n    \"color\": var(--#{$prefix}form-valid-color),\n    \"icon\": $form-feedback-icon-valid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}success),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}success-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-valid-border-color),\n  ),\n  \"invalid\": (\n    \"color\": var(--#{$prefix}form-invalid-color),\n    \"icon\": $form-feedback-icon-invalid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}danger),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}danger-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-invalid-border-color),\n  )\n) !default;\n// scss-docs-end form-validation-states\n\n// Z-index master list\n//\n// Warning: Avoid customizing these values. They're used for a bird's eye view\n// of components dependent on the z-axis and are designed to all work together.\n\n// scss-docs-start zindex-stack\n$zindex-dropdown:                   1000 !default;\n$zindex-sticky:                     1020 !default;\n$zindex-fixed:                      1030 !default;\n$zindex-offcanvas-backdrop:         1040 !default;\n$zindex-offcanvas:                  1045 !default;\n$zindex-modal-backdrop:             1050 !default;\n$zindex-modal:                      1055 !default;\n$zindex-popover:                    1070 !default;\n$zindex-tooltip:                    1080 !default;\n$zindex-toast:                      1090 !default;\n// scss-docs-end zindex-stack\n\n// scss-docs-start zindex-levels-map\n$zindex-levels: (\n  n1: -1,\n  0: 0,\n  1: 1,\n  2: 2,\n  3: 3\n) !default;\n// scss-docs-end zindex-levels-map\n\n\n// Navs\n\n// scss-docs-start nav-variables\n$nav-link-padding-y:                .5rem !default;\n$nav-link-padding-x:                1rem !default;\n$nav-link-font-size:                null !default;\n$nav-link-font-weight:              null !default;\n$nav-link-color:                    var(--#{$prefix}link-color) !default;\n$nav-link-hover-color:              var(--#{$prefix}link-hover-color) !default;\n$nav-link-transition:               color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out !default;\n$nav-link-disabled-color:           var(--#{$prefix}secondary-color) !default;\n$nav-link-focus-box-shadow:         $focus-ring-box-shadow !default;\n\n$nav-tabs-border-color:             var(--#{$prefix}border-color) !default;\n$nav-tabs-border-width:             var(--#{$prefix}border-width) !default;\n$nav-tabs-border-radius:            var(--#{$prefix}border-radius) !default;\n$nav-tabs-link-hover-border-color:  var(--#{$prefix}secondary-bg) var(--#{$prefix}secondary-bg) $nav-tabs-border-color !default;\n$nav-tabs-link-active-color:        var(--#{$prefix}emphasis-color) !default;\n$nav-tabs-link-active-bg:           var(--#{$prefix}body-bg) !default;\n$nav-tabs-link-active-border-color: var(--#{$prefix}border-color) var(--#{$prefix}border-color) $nav-tabs-link-active-bg !default;\n\n$nav-pills-border-radius:           var(--#{$prefix}border-radius) !default;\n$nav-pills-link-active-color:       $component-active-color !default;\n$nav-pills-link-active-bg:          $component-active-bg !default;\n\n$nav-underline-gap:                 1rem !default;\n$nav-underline-border-width:        .125rem !default;\n$nav-underline-link-active-color:   var(--#{$prefix}emphasis-color) !default;\n// scss-docs-end nav-variables\n\n\n// Navbar\n\n// scss-docs-start navbar-variables\n$navbar-padding-y:                  $spacer * .5 !default;\n$navbar-padding-x:                  null !default;\n\n$navbar-nav-link-padding-x:         .5rem !default;\n\n$navbar-brand-font-size:            $font-size-lg !default;\n// Compute the navbar-brand padding-y so the navbar-brand will have the same height as navbar-text and nav-link\n$nav-link-height:                   $font-size-base * $line-height-base + $nav-link-padding-y * 2 !default;\n$navbar-brand-height:               $navbar-brand-font-size * $line-height-base !default;\n$navbar-brand-padding-y:            ($nav-link-height - $navbar-brand-height) * .5 !default;\n$navbar-brand-margin-end:           1rem !default;\n\n$navbar-toggler-padding-y:          .25rem !default;\n$navbar-toggler-padding-x:          .75rem !default;\n$navbar-toggler-font-size:          $font-size-lg !default;\n$navbar-toggler-border-radius:      $btn-border-radius !default;\n$navbar-toggler-focus-width:        $btn-focus-width !default;\n$navbar-toggler-transition:         box-shadow .15s ease-in-out !default;\n\n$navbar-light-color:                rgba(var(--#{$prefix}emphasis-color-rgb), .65) !default;\n$navbar-light-hover-color:          rgba(var(--#{$prefix}emphasis-color-rgb), .8) !default;\n$navbar-light-active-color:         rgba(var(--#{$prefix}emphasis-color-rgb), 1) !default;\n$navbar-light-disabled-color:       rgba(var(--#{$prefix}emphasis-color-rgb), .3) !default;\n$navbar-light-icon-color:           rgba($body-color, .75) !default;\n$navbar-light-toggler-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-light-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-light-toggler-border-color: rgba(var(--#{$prefix}emphasis-color-rgb), .15) !default;\n$navbar-light-brand-color:          $navbar-light-active-color !default;\n$navbar-light-brand-hover-color:    $navbar-light-active-color !default;\n// scss-docs-end navbar-variables\n\n// scss-docs-start navbar-dark-variables\n$navbar-dark-color:                 rgba($white, .55) !default;\n$navbar-dark-hover-color:           rgba($white, .75) !default;\n$navbar-dark-active-color:          $white !default;\n$navbar-dark-disabled-color:        rgba($white, .25) !default;\n$navbar-dark-icon-color:            $navbar-dark-color !default;\n$navbar-dark-toggler-icon-bg:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-dark-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-dark-toggler-border-color:  rgba($white, .1) !default;\n$navbar-dark-brand-color:           $navbar-dark-active-color !default;\n$navbar-dark-brand-hover-color:     $navbar-dark-active-color !default;\n// scss-docs-end navbar-dark-variables\n\n\n// Dropdowns\n//\n// Dropdown menu container and contents.\n\n// scss-docs-start dropdown-variables\n$dropdown-min-width:                10rem !default;\n$dropdown-padding-x:                0 !default;\n$dropdown-padding-y:                .5rem !default;\n$dropdown-spacer:                   .125rem !default;\n$dropdown-font-size:                $font-size-base !default;\n$dropdown-color:                    var(--#{$prefix}body-color) !default;\n$dropdown-bg:                       var(--#{$prefix}body-bg) !default;\n$dropdown-border-color:             var(--#{$prefix}border-color-translucent) !default;\n$dropdown-border-radius:            var(--#{$prefix}border-radius) !default;\n$dropdown-border-width:             var(--#{$prefix}border-width) !default;\n$dropdown-inner-border-radius:      calc(#{$dropdown-border-radius} - #{$dropdown-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$dropdown-divider-bg:               $dropdown-border-color !default;\n$dropdown-divider-margin-y:         $spacer * .5 !default;\n$dropdown-box-shadow:               var(--#{$prefix}box-shadow) !default;\n\n$dropdown-link-color:               var(--#{$prefix}body-color) !default;\n$dropdown-link-hover-color:         $dropdown-link-color !default;\n$dropdown-link-hover-bg:            var(--#{$prefix}tertiary-bg) !default;\n\n$dropdown-link-active-color:        $component-active-color !default;\n$dropdown-link-active-bg:           $component-active-bg !default;\n\n$dropdown-link-disabled-color:      var(--#{$prefix}tertiary-color) !default;\n\n$dropdown-item-padding-y:           $spacer * .25 !default;\n$dropdown-item-padding-x:           $spacer !default;\n\n$dropdown-header-color:             $gray-600 !default;\n$dropdown-header-padding-x:         $dropdown-item-padding-x !default;\n$dropdown-header-padding-y:         $dropdown-padding-y !default;\n// fusv-disable\n$dropdown-header-padding:           $dropdown-header-padding-y $dropdown-header-padding-x !default; // Deprecated in v5.2.0\n// fusv-enable\n// scss-docs-end dropdown-variables\n\n// scss-docs-start dropdown-dark-variables\n$dropdown-dark-color:               $gray-300 !default;\n$dropdown-dark-bg:                  $gray-800 !default;\n$dropdown-dark-border-color:        $dropdown-border-color !default;\n$dropdown-dark-divider-bg:          $dropdown-divider-bg !default;\n$dropdown-dark-box-shadow:          null !default;\n$dropdown-dark-link-color:          $dropdown-dark-color !default;\n$dropdown-dark-link-hover-color:    $white !default;\n$dropdown-dark-link-hover-bg:       rgba($white, .15) !default;\n$dropdown-dark-link-active-color:   $dropdown-link-active-color !default;\n$dropdown-dark-link-active-bg:      $dropdown-link-active-bg !default;\n$dropdown-dark-link-disabled-color: $gray-500 !default;\n$dropdown-dark-header-color:        $gray-500 !default;\n// scss-docs-end dropdown-dark-variables\n\n\n// Pagination\n\n// scss-docs-start pagination-variables\n$pagination-padding-y:              .375rem !default;\n$pagination-padding-x:              .75rem !default;\n$pagination-padding-y-sm:           .25rem !default;\n$pagination-padding-x-sm:           .5rem !default;\n$pagination-padding-y-lg:           .75rem !default;\n$pagination-padding-x-lg:           1.5rem !default;\n\n$pagination-font-size:              $font-size-base !default;\n\n$pagination-color:                  var(--#{$prefix}link-color) !default;\n$pagination-bg:                     var(--#{$prefix}body-bg) !default;\n$pagination-border-radius:          var(--#{$prefix}border-radius) !default;\n$pagination-border-width:           var(--#{$prefix}border-width) !default;\n$pagination-margin-start:           calc(#{$pagination-border-width} * -1) !default; // stylelint-disable-line function-disallowed-list\n$pagination-border-color:           var(--#{$prefix}border-color) !default;\n\n$pagination-focus-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-focus-bg:               var(--#{$prefix}secondary-bg) !default;\n$pagination-focus-box-shadow:       $focus-ring-box-shadow !default;\n$pagination-focus-outline:          0 !default;\n\n$pagination-hover-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$pagination-hover-border-color:     var(--#{$prefix}border-color) !default; // Todo in v6: remove this?\n\n$pagination-active-color:           $component-active-color !default;\n$pagination-active-bg:              $component-active-bg !default;\n$pagination-active-border-color:    $component-active-bg !default;\n\n$pagination-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$pagination-disabled-bg:            var(--#{$prefix}secondary-bg) !default;\n$pagination-disabled-border-color:  var(--#{$prefix}border-color) !default;\n\n$pagination-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$pagination-border-radius-sm:       var(--#{$prefix}border-radius-sm) !default;\n$pagination-border-radius-lg:       var(--#{$prefix}border-radius-lg) !default;\n// scss-docs-end pagination-variables\n\n\n// Placeholders\n\n// scss-docs-start placeholders\n$placeholder-opacity-max:           .5 !default;\n$placeholder-opacity-min:           .2 !default;\n// scss-docs-end placeholders\n\n// Cards\n\n// scss-docs-start card-variables\n$card-spacer-y:                     $spacer !default;\n$card-spacer-x:                     $spacer !default;\n$card-title-spacer-y:               $spacer * .5 !default;\n$card-title-color:                  null !default;\n$card-subtitle-color:               null !default;\n$card-border-width:                 var(--#{$prefix}border-width) !default;\n$card-border-color:                 var(--#{$prefix}border-color-translucent) !default;\n$card-border-radius:                var(--#{$prefix}border-radius) !default;\n$card-box-shadow:                   null !default;\n$card-inner-border-radius:          subtract($card-border-radius, $card-border-width) !default;\n$card-cap-padding-y:                $card-spacer-y * .5 !default;\n$card-cap-padding-x:                $card-spacer-x !default;\n$card-cap-bg:                       rgba(var(--#{$prefix}body-color-rgb), .03) !default;\n$card-cap-color:                    null !default;\n$card-height:                       null !default;\n$card-color:                        null !default;\n$card-bg:                           var(--#{$prefix}body-bg) !default;\n$card-img-overlay-padding:          $spacer !default;\n$card-group-margin:                 $grid-gutter-width * .5 !default;\n// scss-docs-end card-variables\n\n// Accordion\n\n// scss-docs-start accordion-variables\n$accordion-padding-y:                     1rem !default;\n$accordion-padding-x:                     1.25rem !default;\n$accordion-color:                         var(--#{$prefix}body-color) !default;\n$accordion-bg:                            var(--#{$prefix}body-bg) !default;\n$accordion-border-width:                  var(--#{$prefix}border-width) !default;\n$accordion-border-color:                  var(--#{$prefix}border-color) !default;\n$accordion-border-radius:                 var(--#{$prefix}border-radius) !default;\n$accordion-inner-border-radius:           subtract($accordion-border-radius, $accordion-border-width) !default;\n\n$accordion-body-padding-y:                $accordion-padding-y !default;\n$accordion-body-padding-x:                $accordion-padding-x !default;\n\n$accordion-button-padding-y:              $accordion-padding-y !default;\n$accordion-button-padding-x:              $accordion-padding-x !default;\n$accordion-button-color:                  var(--#{$prefix}body-color) !default;\n$accordion-button-bg:                     var(--#{$prefix}accordion-bg) !default;\n$accordion-transition:                    $btn-transition, border-radius .15s ease !default;\n$accordion-button-active-bg:              var(--#{$prefix}primary-bg-subtle) !default;\n$accordion-button-active-color:           var(--#{$prefix}primary-text-emphasis) !default;\n\n// fusv-disable\n$accordion-button-focus-border-color:     $input-focus-border-color !default; // Deprecated in v5.3.3\n// fusv-enable\n$accordion-button-focus-box-shadow:       $btn-focus-box-shadow !default;\n\n$accordion-icon-width:                    1.25rem !default;\n$accordion-icon-color:                    $body-color !default;\n$accordion-icon-active-color:             $primary-text-emphasis !default;\n$accordion-icon-transition:               transform .2s ease-in-out !default;\n$accordion-icon-transform:                rotate(-180deg) !default;\n\n$accordion-button-icon:         url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='#{$accordion-icon-color}' stroke-linecap='round' stroke-linejoin='round'><path d='M2 5L8 11L14 5'/></svg>\") !default;\n$accordion-button-active-icon:  url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='#{$accordion-icon-active-color}' stroke-linecap='round' stroke-linejoin='round'><path d='M2 5L8 11L14 5'/></svg>\") !default;\n// scss-docs-end accordion-variables\n\n// Tooltips\n\n// scss-docs-start tooltip-variables\n$tooltip-font-size:                 $font-size-sm !default;\n$tooltip-max-width:                 200px !default;\n$tooltip-color:                     var(--#{$prefix}body-bg) !default;\n$tooltip-bg:                        var(--#{$prefix}emphasis-color) !default;\n$tooltip-border-radius:             var(--#{$prefix}border-radius) !default;\n$tooltip-opacity:                   .9 !default;\n$tooltip-padding-y:                 $spacer * .25 !default;\n$tooltip-padding-x:                 $spacer * .5 !default;\n$tooltip-margin:                    null !default; // TODO: remove this in v6\n\n$tooltip-arrow-width:               .8rem !default;\n$tooltip-arrow-height:              .4rem !default;\n// fusv-disable\n$tooltip-arrow-color:               null !default; // Deprecated in Bootstrap 5.2.0 for CSS variables\n// fusv-enable\n// scss-docs-end tooltip-variables\n\n// Form tooltips must come after regular tooltips\n// scss-docs-start tooltip-feedback-variables\n$form-feedback-tooltip-padding-y:     $tooltip-padding-y !default;\n$form-feedback-tooltip-padding-x:     $tooltip-padding-x !default;\n$form-feedback-tooltip-font-size:     $tooltip-font-size !default;\n$form-feedback-tooltip-line-height:   null !default;\n$form-feedback-tooltip-opacity:       $tooltip-opacity !default;\n$form-feedback-tooltip-border-radius: $tooltip-border-radius !default;\n// scss-docs-end tooltip-feedback-variables\n\n\n// Popovers\n\n// scss-docs-start popover-variables\n$popover-font-size:                 $font-size-sm !default;\n$popover-bg:                        var(--#{$prefix}body-bg) !default;\n$popover-max-width:                 276px !default;\n$popover-border-width:              var(--#{$prefix}border-width) !default;\n$popover-border-color:              var(--#{$prefix}border-color-translucent) !default;\n$popover-border-radius:             var(--#{$prefix}border-radius-lg) !default;\n$popover-inner-border-radius:       calc(#{$popover-border-radius} - #{$popover-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$popover-box-shadow:                var(--#{$prefix}box-shadow) !default;\n\n$popover-header-font-size:          $font-size-base !default;\n$popover-header-bg:                 var(--#{$prefix}secondary-bg) !default;\n$popover-header-color:              $headings-color !default;\n$popover-header-padding-y:          .5rem !default;\n$popover-header-padding-x:          $spacer !default;\n\n$popover-body-color:                var(--#{$prefix}body-color) !default;\n$popover-body-padding-y:            $spacer !default;\n$popover-body-padding-x:            $spacer !default;\n\n$popover-arrow-width:               1rem !default;\n$popover-arrow-height:              .5rem !default;\n// scss-docs-end popover-variables\n\n// fusv-disable\n// Deprecated in Bootstrap 5.2.0 for CSS variables\n$popover-arrow-color:               $popover-bg !default;\n$popover-arrow-outer-color:         var(--#{$prefix}border-color-translucent) !default;\n// fusv-enable\n\n\n// Toasts\n\n// scss-docs-start toast-variables\n$toast-max-width:                   350px !default;\n$toast-padding-x:                   .75rem !default;\n$toast-padding-y:                   .5rem !default;\n$toast-font-size:                   .875rem !default;\n$toast-color:                       null !default;\n$toast-background-color:            rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-border-width:                var(--#{$prefix}border-width) !default;\n$toast-border-color:                var(--#{$prefix}border-color-translucent) !default;\n$toast-border-radius:               var(--#{$prefix}border-radius) !default;\n$toast-box-shadow:                  var(--#{$prefix}box-shadow) !default;\n$toast-spacing:                     $container-padding-x !default;\n\n$toast-header-color:                var(--#{$prefix}secondary-color) !default;\n$toast-header-background-color:     rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-header-border-color:         $toast-border-color !default;\n// scss-docs-end toast-variables\n\n\n// Badges\n\n// scss-docs-start badge-variables\n$badge-font-size:                   .75em !default;\n$badge-font-weight:                 $font-weight-bold !default;\n$badge-color:                       $white !default;\n$badge-padding-y:                   .35em !default;\n$badge-padding-x:                   .65em !default;\n$badge-border-radius:               var(--#{$prefix}border-radius) !default;\n// scss-docs-end badge-variables\n\n\n// Modals\n\n// scss-docs-start modal-variables\n$modal-inner-padding:               $spacer !default;\n\n$modal-footer-margin-between:       .5rem !default;\n\n$modal-dialog-margin:               .5rem !default;\n$modal-dialog-margin-y-sm-up:       1.75rem !default;\n\n$modal-title-line-height:           $line-height-base !default;\n\n$modal-content-color:               null !default;\n$modal-content-bg:                  var(--#{$prefix}body-bg) !default;\n$modal-content-border-color:        var(--#{$prefix}border-color-translucent) !default;\n$modal-content-border-width:        var(--#{$prefix}border-width) !default;\n$modal-content-border-radius:       var(--#{$prefix}border-radius-lg) !default;\n$modal-content-inner-border-radius: subtract($modal-content-border-radius, $modal-content-border-width) !default;\n$modal-content-box-shadow-xs:       var(--#{$prefix}box-shadow-sm) !default;\n$modal-content-box-shadow-sm-up:    var(--#{$prefix}box-shadow) !default;\n\n$modal-backdrop-bg:                 $black !default;\n$modal-backdrop-opacity:            .5 !default;\n\n$modal-header-border-color:         var(--#{$prefix}border-color) !default;\n$modal-header-border-width:         $modal-content-border-width !default;\n$modal-header-padding-y:            $modal-inner-padding !default;\n$modal-header-padding-x:            $modal-inner-padding !default;\n$modal-header-padding:              $modal-header-padding-y $modal-header-padding-x !default; // Keep this for backwards compatibility\n\n$modal-footer-bg:                   null !default;\n$modal-footer-border-color:         $modal-header-border-color !default;\n$modal-footer-border-width:         $modal-header-border-width !default;\n\n$modal-sm:                          300px !default;\n$modal-md:                          500px !default;\n$modal-lg:                          800px !default;\n$modal-xl:                          1140px !default;\n\n$modal-fade-transform:              translate(0, -50px) !default;\n$modal-show-transform:              none !default;\n$modal-transition:                  transform .3s ease-out !default;\n$modal-scale-transform:             scale(1.02) !default;\n// scss-docs-end modal-variables\n\n\n// Alerts\n//\n// Define alert colors, border radius, and padding.\n\n// scss-docs-start alert-variables\n$alert-padding-y:               $spacer !default;\n$alert-padding-x:               $spacer !default;\n$alert-margin-bottom:           1rem !default;\n$alert-border-radius:           var(--#{$prefix}border-radius) !default;\n$alert-link-font-weight:        $font-weight-bold !default;\n$alert-border-width:            var(--#{$prefix}border-width) !default;\n$alert-dismissible-padding-r:   $alert-padding-x * 3 !default; // 3x covers width of x plus default padding on either side\n// scss-docs-end alert-variables\n\n// fusv-disable\n$alert-bg-scale:                -80% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-border-scale:            -70% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-color-scale:             40% !default; // Deprecated in v5.2.0, to be removed in v6\n// fusv-enable\n\n// Progress bars\n\n// scss-docs-start progress-variables\n$progress-height:                   1rem !default;\n$progress-font-size:                $font-size-base * .75 !default;\n$progress-bg:                       var(--#{$prefix}secondary-bg) !default;\n$progress-border-radius:            var(--#{$prefix}border-radius) !default;\n$progress-box-shadow:               var(--#{$prefix}box-shadow-inset) !default;\n$progress-bar-color:                $white !default;\n$progress-bar-bg:                   $primary !default;\n$progress-bar-animation-timing:     1s linear infinite !default;\n$progress-bar-transition:           width .6s ease !default;\n// scss-docs-end progress-variables\n\n\n// List group\n\n// scss-docs-start list-group-variables\n$list-group-color:                  var(--#{$prefix}body-color) !default;\n$list-group-bg:                     var(--#{$prefix}body-bg) !default;\n$list-group-border-color:           var(--#{$prefix}border-color) !default;\n$list-group-border-width:           var(--#{$prefix}border-width) !default;\n$list-group-border-radius:          var(--#{$prefix}border-radius) !default;\n\n$list-group-item-padding-y:         $spacer * .5 !default;\n$list-group-item-padding-x:         $spacer !default;\n// fusv-disable\n$list-group-item-bg-scale:          -80% !default; // Deprecated in v5.3.0\n$list-group-item-color-scale:       40% !default; // Deprecated in v5.3.0\n// fusv-enable\n\n$list-group-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$list-group-active-color:           $component-active-color !default;\n$list-group-active-bg:              $component-active-bg !default;\n$list-group-active-border-color:    $list-group-active-bg !default;\n\n$list-group-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$list-group-disabled-bg:            $list-group-bg !default;\n\n$list-group-action-color:           var(--#{$prefix}secondary-color) !default;\n$list-group-action-hover-color:     var(--#{$prefix}emphasis-color) !default;\n\n$list-group-action-active-color:    var(--#{$prefix}body-color) !default;\n$list-group-action-active-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end list-group-variables\n\n\n// Image thumbnails\n\n// scss-docs-start thumbnail-variables\n$thumbnail-padding:                 .25rem !default;\n$thumbnail-bg:                      var(--#{$prefix}body-bg) !default;\n$thumbnail-border-width:            var(--#{$prefix}border-width) !default;\n$thumbnail-border-color:            var(--#{$prefix}border-color) !default;\n$thumbnail-border-radius:           var(--#{$prefix}border-radius) !default;\n$thumbnail-box-shadow:              var(--#{$prefix}box-shadow-sm) !default;\n// scss-docs-end thumbnail-variables\n\n\n// Figures\n\n// scss-docs-start figure-variables\n$figure-caption-font-size:          $small-font-size !default;\n$figure-caption-color:              var(--#{$prefix}secondary-color) !default;\n// scss-docs-end figure-variables\n\n\n// Breadcrumbs\n\n// scss-docs-start breadcrumb-variables\n$breadcrumb-font-size:              null !default;\n$breadcrumb-padding-y:              0 !default;\n$breadcrumb-padding-x:              0 !default;\n$breadcrumb-item-padding-x:         .5rem !default;\n$breadcrumb-margin-bottom:          1rem !default;\n$breadcrumb-bg:                     null !default;\n$breadcrumb-divider-color:          var(--#{$prefix}secondary-color) !default;\n$breadcrumb-active-color:           var(--#{$prefix}secondary-color) !default;\n$breadcrumb-divider:                quote(\"/\") !default;\n$breadcrumb-divider-flipped:        $breadcrumb-divider !default;\n$breadcrumb-border-radius:          null !default;\n// scss-docs-end breadcrumb-variables\n\n// Carousel\n\n// scss-docs-start carousel-variables\n$carousel-control-color:             $white !default;\n$carousel-control-width:             15% !default;\n$carousel-control-opacity:           .5 !default;\n$carousel-control-hover-opacity:     .9 !default;\n$carousel-control-transition:        opacity .15s ease !default;\n\n$carousel-indicator-width:           30px !default;\n$carousel-indicator-height:          3px !default;\n$carousel-indicator-hit-area-height: 10px !default;\n$carousel-indicator-spacer:          3px !default;\n$carousel-indicator-opacity:         .5 !default;\n$carousel-indicator-active-bg:       $white !default;\n$carousel-indicator-active-opacity:  1 !default;\n$carousel-indicator-transition:      opacity .6s ease !default;\n\n$carousel-caption-width:             70% !default;\n$carousel-caption-color:             $white !default;\n$carousel-caption-padding-y:         1.25rem !default;\n$carousel-caption-spacer:            1.25rem !default;\n\n$carousel-control-icon-width:        2rem !default;\n\n$carousel-control-prev-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M11.354 1.646a.5.5 0 0 1 0 .708L5.707 8l5.647 5.646a.5.5 0 0 1-.708.708l-6-6a.5.5 0 0 1 0-.708l6-6a.5.5 0 0 1 .708 0z'/></svg>\") !default;\n$carousel-control-next-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M4.646 1.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1 0 .708l-6 6a.5.5 0 0 1-.708-.708L10.293 8 4.646 2.354a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n\n$carousel-transition-duration:       .6s !default;\n$carousel-transition:                transform $carousel-transition-duration ease-in-out !default; // Define transform transition first if using multiple transitions (e.g., `transform 2s ease, opacity .5s ease-out`)\n// scss-docs-end carousel-variables\n\n// scss-docs-start carousel-dark-variables\n$carousel-dark-indicator-active-bg:  $black !default;\n$carousel-dark-caption-color:        $black !default;\n$carousel-dark-control-icon-filter:  invert(1) grayscale(100) !default;\n// scss-docs-end carousel-dark-variables\n\n\n// Spinners\n\n// scss-docs-start spinner-variables\n$spinner-width:           2rem !default;\n$spinner-height:          $spinner-width !default;\n$spinner-vertical-align:  -.125em !default;\n$spinner-border-width:    .25em !default;\n$spinner-animation-speed: .75s !default;\n\n$spinner-width-sm:        1rem !default;\n$spinner-height-sm:       $spinner-width-sm !default;\n$spinner-border-width-sm: .2em !default;\n// scss-docs-end spinner-variables\n\n\n// Close\n\n// scss-docs-start close-variables\n$btn-close-width:            1em !default;\n$btn-close-height:           $btn-close-width !default;\n$btn-close-padding-x:        .25em !default;\n$btn-close-padding-y:        $btn-close-padding-x !default;\n$btn-close-color:            $black !default;\n$btn-close-bg:               url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$btn-close-color}'><path d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/></svg>\") !default;\n$btn-close-focus-shadow:     $focus-ring-box-shadow !default;\n$btn-close-opacity:          .5 !default;\n$btn-close-hover-opacity:    .75 !default;\n$btn-close-focus-opacity:    1 !default;\n$btn-close-disabled-opacity: .25 !default;\n$btn-close-white-filter:     invert(1) grayscale(100%) brightness(200%) !default;\n// scss-docs-end close-variables\n\n\n// Offcanvas\n\n// scss-docs-start offcanvas-variables\n$offcanvas-padding-y:               $modal-inner-padding !default;\n$offcanvas-padding-x:               $modal-inner-padding !default;\n$offcanvas-horizontal-width:        400px !default;\n$offcanvas-vertical-height:         30vh !default;\n$offcanvas-transition-duration:     .3s !default;\n$offcanvas-border-color:            $modal-content-border-color !default;\n$offcanvas-border-width:            $modal-content-border-width !default;\n$offcanvas-title-line-height:       $modal-title-line-height !default;\n$offcanvas-bg-color:                var(--#{$prefix}body-bg) !default;\n$offcanvas-color:                   var(--#{$prefix}body-color) !default;\n$offcanvas-box-shadow:              $modal-content-box-shadow-xs !default;\n$offcanvas-backdrop-bg:             $modal-backdrop-bg !default;\n$offcanvas-backdrop-opacity:        $modal-backdrop-opacity !default;\n// scss-docs-end offcanvas-variables\n\n// Code\n\n$code-font-size:                    $small-font-size !default;\n$code-color:                        $pink !default;\n\n$kbd-padding-y:                     .1875rem !default;\n$kbd-padding-x:                     .375rem !default;\n$kbd-font-size:                     $code-font-size !default;\n$kbd-color:                         var(--#{$prefix}body-bg) !default;\n$kbd-bg:                            var(--#{$prefix}body-color) !default;\n$nested-kbd-font-weight:            null !default; // Deprecated in v5.2.0, removing in v6\n\n$pre-color:                         null !default;\n\n@import \"variables-dark\"; // TODO: can be removed safely in v6, only here to avoid breaking changes in v5.3\n","// Override bootstrap variables\n$spacer: 1rem;\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1400px,\n);\n$grid-breakpoints: (\n  xs: 0,\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1200px,\n);\n$dropdown-link-hover-bg: var(--pst-color-surface);\n\n// --pst-color-surface can also be assigned to the dark variant because it is\n// scoped to different values depending on light/dark theme\n$dropdown-dark-link-hover-bg: var(--pst-color-surface);\n$dropdown-link-active-bg: var(--pst-color-surface);\n$dropdown-dark-link-active-bg: var(--pst-color-surface);\n$focus-ring-width: 0.1875rem; // 3px at 100% zoom (0.1875 * 16px base font = 3px)\n$focus-ring-opacity: 1;\n$focus-ring-color: var(--pst-color-accent);\n$focus-ring-blur: 0;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color;\n\n// outline creates the same style of focus ring, it just uses CSS outline instead of box shadow\n$focus-ring-outline: $focus-ring-color solid $focus-ring-width;\n$btn-focus-box-shadow: $focus-ring-box-shadow;\n","/***\n * Rules for the UX/UI of skip navigation link btn.\n * It's only visible to people\n * navigating with keyboard for accessibility purposes\n * ref: https://www.youtube.com/watch?v=VUR0I5mqq7I\n ***/\n\n.skip-link {\n  position: fixed;\n  top: 0;\n  left: 0;\n  right: 0;\n  text-align: center;\n  background-color: var(--pst-color-warning);\n  padding: 0.5rem;\n  z-index: $zindex-modal;\n  border-bottom: 1px solid var(--pst-color-border);\n\n  // This shows / hides the button\n  transform: translateY(-100%);\n  transition: transform 150ms ease-in-out;\n\n  &:focus-within {\n    transform: translateY(0%);\n  }\n\n  a {\n    // Ensure we are using a WCAG conformant colour\n    color: var(--pst-color-warning-text) !important;\n\n    &:focus-visible {\n      // use color with sufficient contrast\n      outline-color: $foundation-black;\n    }\n  }\n}\n","/*******************************************************************************\n* master color map. Only the colors that actually differ between light and dark\n* themes are specified separately.\n*\n* To see the full list of colors see https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1234%3A765&t=ifcFT1JtnrSshGfi-1\n*/\n\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:string\";\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetch\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map.get($map, $key);\n  }\n\n  @return $map;\n}\n\n/* Assign base colors for the PyData theme */\n$color-palette: (\n  // Primary color\n  \"teal\":\n    (\n      \"50\": #f4fbfc,\n      \"100\": #e9f6f8,\n      \"200\": #d0ecf1,\n      \"300\": #abdde6,\n      \"400\": #3fb1c5,\n      \"500\": #0a7d91,\n      \"600\": #085d6c,\n      \"700\": #064752,\n      \"800\": #042c33,\n      \"900\": #021b1f,\n    ),\n  // Secondary color\n  \"violet\":\n    (\n      \"50\": #f4eefb,\n      \"100\": #e0c7ff,\n      \"200\": #d5b4fd,\n      \"300\": #b780ff,\n      \"400\": #9c5ffd,\n      \"500\": #8045e5,\n      \"600\": #6432bd,\n      \"700\": #4b258f,\n      \"800\": #341a61,\n      \"900\": #1e0e39,\n    ),\n  // Neutrals\n  \"gray\":\n    (\n      \"50\": #f9f9fa,\n      \"100\": #f3f4f5,\n      \"200\": #e5e7ea,\n      \"300\": #d1d5da,\n      \"400\": #9ca4af,\n      \"500\": #677384,\n      \"600\": #48566b,\n      \"700\": #29313d,\n      \"800\": #222832,\n      \"900\": #14181e,\n    ),\n  // Accent color\n  \"pink\":\n    (\n      \"50\": #fcf8fd,\n      \"100\": #fcf0fa,\n      \"200\": #f8dff5,\n      \"300\": #f3c7ee,\n      \"400\": #e47fd7,\n      \"500\": #c132af,\n      \"600\": #912583,\n      \"700\": #6e1c64,\n      \"800\": #46123f,\n      \"900\": #2b0b27,\n    ),\n  \"foundation\": (\n    \"white\": #ffffff,\n    // gray-900\n    \"black\": #14181e,\n  )\n);\n\n:root {\n  // Add theme colours to the html root element\n  @each $group-color, $color in $color-palette {\n    @each $color-name, $definition in $color {\n      --pst-#{$group-color}-#{$color-name}: #{$definition};\n    }\n  }\n}\n\n// Static SCSS variables used thoroughout the theme\n// Minimum contrast ratio used for the theme.\n// Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n// 4.5 - is for text that is 14pt or less\n$min-contrast-ratio-4: 4.5;\n\n// 3 is for text that is 18pt or bold, or for non-text elements\n$min-contrast-ratio-3: 3;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$foundation-black: #14181e;\n$foundation-white: #fff;\n\n// This is a custom - calculated  color between gray 100 and 200 - to reduce\n// the contrast ratio (avoid a jarring effect)\n$base-light-text: #ced6dd;\n\n// used in sphinx_design - gray 100\n$foundation-light-gray: #f3f4f5;\n\n// used in sphinx_design - gray 700\n$foundation-muted-gray: #29313d;\n\n// used in sphinx_design - gray 800\n$foundation-dark-gray: #222832;\n$pst-semantic-colors: (\n  \"primary\": (\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"teal\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"teal\", \"800\")},\n  ),\n  \"secondary\": (\n    \"light\": #{map-deep-get($color-palette, \"violet\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"violet\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"800\")},\n  ),\n  \"accent\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"pink\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"pink\", \"800\")},\n  ),\n  \"info\": (\n    \"light\": #276be9,\n    \"bg-light\": #dce7fc,\n    \"dark\": #79a3f2,\n    \"bg-dark\": #06245d,\n  ),\n  \"warning\": (\n    \"light\": #f66a0a,\n    \"bg-light\": #f8e3d0,\n    \"dark\": #ff9245,\n    \"bg-dark\": #652a02,\n  ),\n  \"success\": (\n    \"light\": #00843f,\n    \"bg-light\": #d6ece1,\n    \"dark\": #5fb488,\n    \"bg-dark\": #002f17,\n  ),\n  // This is based on the warning color\n  \"attention\":\n    (\n      \"light\": var(--pst-color-warning),\n      \"bg-light\": var(--pst-color-warning-bg),\n      \"dark\": var(--pst-color-warning),\n      \"bg-dark\": var(--pst-color-warning-bg),\n    ),\n  \"danger\": (\n    \"light\": #d72d47,\n    \"bg-light\": #f9e1e4,\n    \"dark\": #e78894,\n    \"bg-dark\": #4e111b,\n  ),\n  \"text-base\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    \"dark\": $base-light-text,\n  ),\n  \"text-muted\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"heading-color\": (\n    \"light\": #{$foundation-white},\n    \"dark\": #{$foundation-black},\n  ),\n  \"shadow\": (\n    \"light\": rgba(0, 0, 0, 0.1),\n    \"dark\": rgba(0, 0, 0, 0.2),\n  ),\n  \"border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"300\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n  ),\n  \"border-muted\": (\n    \"light\": rgba(23, 23, 26, 0.2),\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  \"blockquote-notch\": (\n    // These colors have a contrast ratio > 3.0 against both the background and\n    // surface colors that the notch is sandwiched between\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"500\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"inline-code\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"300\")},\n  ),\n  \"inline-code-links\": (\n    // need to make sure there is enough contrast against the code bg\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"600\")},\n    // keep primary color for dark mode\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n  ),\n  \"target\": (\n    \"light\": #f3cf95,\n    \"dark\": #675c04,\n  ),\n  \"table\": (\n    \"light\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    \"dark\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n  ),\n  \"table-row-hover\": (\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"300\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"600\")},\n  ),\n  \"table-inner-border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"200\")},\n    \"dark\": #364150,\n  ),\n  // DEPTH COLORS - you can see the elevation colours and shades\n  // in the Figma file https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1492%3A922&t=sQeQZehkOzposYEg-1\n  // background: color of the canvas / the furthest back layer\n  \"background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    ),\n  // on-background: provides slight contrast against background\n  // (by use of shadows in light theme)\n  \"on-background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    ),\n  \"surface\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  // on_surface: object on top of surface object (without shadows)\n  \"on-surface\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n      \"dark\": $foundation-light-gray,\n    ),\n);\n\n/*******************************************************************************\n* write the color rules for each theme (light/dark)\n*/\n\n/* NOTE:\n * Mixins enable us to reuse the same definitions for the different modes\n * https://sass-lang.com/documentation/at-rules/mixin\n * #{something} inserts a variable into a CSS selector or property name\n * https://sass-lang.com/documentation/interpolation\n */\n@mixin theme-colors($mode) {\n  // check if this color is defined differently for light/dark\n  @each $col-name, $definition in $pst-semantic-colors {\n    @if meta.type-of($definition) == map {\n      @each $key, $val in $definition {\n        @if string.index($key, $mode) {\n          // since now we define the bg colours in the semantic colours and not\n          // by changing opacity, we need to check if the key contains bg and the\n          // correct mode (light/dark)\n          @if string.index($key, \"bg\") {\n            --pst-color-#{$col-name}-bg: #{$val};\n          } @else {\n            --pst-color-#{$col-name}: #{$val};\n          }\n        }\n      }\n    } @else {\n      --pst-color-#{$col-name}: #{$definition};\n    }\n  }\n\n  // assign the \"duplicate\" colors (ones that just reference other variables)\n  & {\n    --pst-color-link: var(--pst-color-primary);\n    --pst-color-link-hover: var(--pst-color-secondary);\n    --pst-color-table-outer-border: var(--pst-color-surface);\n    --pst-color-table-heading-bg: var(--pst-color-surface);\n    --pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);\n    --pst-color-table-row-zebra-low-bg: var(--pst-color-surface);\n  }\n\n  // adapt to light/dark-specific content\n  @if $mode == \"light\" {\n    .only-dark,\n    .only-dark ~ figcaption {\n      display: none !important;\n    }\n  } @else {\n    .only-light,\n    .only-light ~ figcaption {\n      display: none !important;\n    }\n\n    /* Adjust images in dark mode (unless they have class .only-dark or\n     * .dark-light, in which case assume they're already optimized for dark\n     * mode).\n     */\n    img:not(.only-dark, .dark-light) {\n      filter: brightness(0.8) contrast(1.2);\n    }\n\n    /* Give images a light background in dark mode in case they have\n    *  transparency and black text (unless they have class .only-dark or .dark-light, in\n    *  which case assume they're already optimized for dark mode).\n    */\n    .bd-content img:not(.only-dark, .dark-light) {\n      background-color: rgb(255 255 255);\n      border-radius: 0.25rem;\n    }\n\n    // MathJax SVG outputs should be filled to same color as text.\n    .MathJax_SVG * {\n      fill: var(--pst-color-text-base);\n    }\n  }\n}\n\n/* Defaults to light mode if data-theme is not set */\nhtml:not([data-theme]) {\n  @include theme-colors(\"light\");\n}\n\n/* NOTE: @each {...} is like a for-loop\n * https://sass-lang.com/documentation/at-rules/control/each\n */\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    @include theme-colors($mode);\n\n    color-scheme: $mode;\n  }\n}\n\n// assign classes too, for runtime use of theme colors\n@each $col-name, $definition in $pst-semantic-colors {\n  .pst-color-#{$col-name} {\n    color: var(--pst-color-#{$col-name});\n  }\n}\n",".bd-container {\n  flex-grow: 1;\n  display: flex;\n  justify-content: center;\n\n  .bd-container__inner {\n    display: flex;\n  }\n}\n\n.bd-page-width {\n  width: 100%;\n\n  @include media-breakpoint-up(lg) {\n    max-width: $breakpoint-page-width;\n  }\n}\n","// Breakpoint viewport sizes and media queries.\n//\n// Breakpoints are defined as a map of (name: minimum width), order from small to large:\n//\n//    (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px)\n//\n// The map defined in the `$grid-breakpoints` global variable is used as the `$breakpoints` argument by default.\n\n// Name of the next breakpoint, or null for the last breakpoint.\n//\n//    >> breakpoint-next(sm)\n//    md\n//    >> breakpoint-next(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    md\n//    >> breakpoint-next(sm, $breakpoint-names: (xs sm md lg xl xxl))\n//    md\n@function breakpoint-next($name, $breakpoints: $grid-breakpoints, $breakpoint-names: map-keys($breakpoints)) {\n  $n: index($breakpoint-names, $name);\n  @if not $n {\n    @error \"breakpoint `#{$name}` not found in `#{$breakpoints}`\";\n  }\n  @return if($n < length($breakpoint-names), nth($breakpoint-names, $n + 1), null);\n}\n\n// Minimum breakpoint width. Null for the smallest (first) breakpoint.\n//\n//    >> breakpoint-min(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    576px\n@function breakpoint-min($name, $breakpoints: $grid-breakpoints) {\n  $min: map-get($breakpoints, $name);\n  @return if($min != 0, $min, null);\n}\n\n// Maximum breakpoint width.\n// The maximum value is reduced by 0.02px to work around the limitations of\n// `min-` and `max-` prefixes and viewports with fractional widths.\n// See https://www.w3.org/TR/mediaqueries-4/#mq-min-max\n// Uses 0.02px rather than 0.01px to work around a current rounding bug in Safari.\n// See https://bugs.webkit.org/show_bug.cgi?id=178261\n//\n//    >> breakpoint-max(md, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    767.98px\n@function breakpoint-max($name, $breakpoints: $grid-breakpoints) {\n  $max: map-get($breakpoints, $name);\n  @return if($max and $max > 0, $max - .02, null);\n}\n\n// Returns a blank string if smallest breakpoint, otherwise returns the name with a dash in front.\n// Useful for making responsive utilities.\n//\n//    >> breakpoint-infix(xs, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"\"  (Returns a blank string)\n//    >> breakpoint-infix(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"-sm\"\n@function breakpoint-infix($name, $breakpoints: $grid-breakpoints) {\n  @return if(breakpoint-min($name, $breakpoints) == null, \"\", \"-#{$name}\");\n}\n\n// Media of at least the minimum breakpoint width. No query for the smallest breakpoint.\n// Makes the @content apply to the given breakpoint and wider.\n@mixin media-breakpoint-up($name, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($name, $breakpoints);\n  @if $min {\n    @media (min-width: $min) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media of at most the maximum breakpoint width. No query for the largest breakpoint.\n// Makes the @content apply to the given breakpoint and narrower.\n@mixin media-breakpoint-down($name, $breakpoints: $grid-breakpoints) {\n  $max: breakpoint-max($name, $breakpoints);\n  @if $max {\n    @media (max-width: $max) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media that spans multiple breakpoint widths.\n// Makes the @content apply between the min and max breakpoints\n@mixin media-breakpoint-between($lower, $upper, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($lower, $breakpoints);\n  $max: breakpoint-max($upper, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($lower, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($upper, $breakpoints) {\n      @content;\n    }\n  }\n}\n\n// Media between the breakpoint's minimum and maximum widths.\n// No minimum for the smallest breakpoint, and no maximum for the largest one.\n// Makes the @content apply only to the given breakpoint, not viewports any wider or narrower.\n@mixin media-breakpoint-only($name, $breakpoints: $grid-breakpoints) {\n  $min:  breakpoint-min($name, $breakpoints);\n  $next: breakpoint-next($name, $breakpoints);\n  $max:  breakpoint-max($next, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($name, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($next, $breakpoints) {\n      @content;\n    }\n  }\n}\n",".pst-async-banner-revealer {\n  // Setting height to 0 and overflow to hidden allows us to add up the heights\n  // of this element's children before revealing them.\n  height: 0;\n  overflow: hidden;\n\n  // Height to be set by JavaScript, which should trigger the following\n  // transition rule (unless the user has set their system to reduce motion).\n  transition: height 300ms ease-in-out;\n\n  @media (prefers-reduced-motion) {\n    transition: none;\n  }\n}\n\n#bd-header-version-warning,\n.bd-header-announcement {\n  min-height: 3rem;\n  width: 100%;\n  display: flex;\n  position: relative;\n  align-items: center;\n  justify-content: center;\n  text-align: center;\n  padding: 0.5rem 12.5%; // Horizontal padding so the width is 75%\n  // One breakpoint less than $breakpoint-sidebar-primary. See variables/_layout.scss for more info.\n  @include media-breakpoint-down(lg) {\n    // Announcements can take a bit more width on mobile\n    padding: 0.5rem 2%;\n  }\n\n  p {\n    font-weight: bold;\n    margin: 0;\n  }\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n\n  // The \"Switch to stable version\" link (styled like a button)\n  .pst-button-link-to-stable-version {\n    @include box-shadow;\n\n    $background-color: var(--pst-color-danger);\n    $hover-background-color: var(--pst-color-danger-highlight);\n    $color: var(--pst-color-danger-text);\n\n    background-color: $background-color;\n    border-color: $background-color;\n    color: $color;\n    border-radius: 0.25rem;\n\n    &:hover {\n      background-color: $hover-background-color;\n      border-color: $hover-background-color;\n      color: $color;\n    }\n\n    &:focus-visible {\n      outline: $focus-ring-width solid $background-color;\n      outline-offset: $focus-ring-width;\n    }\n  }\n}\n\n// Bg color is now defined in the theme color palette - using our secondary color\n.bd-header-announcement {\n  background-color: var(--pst-color-secondary-bg);\n}\n\n#bd-header-version-warning {\n  background-color: var(--pst-color-danger-bg);\n}\n","/*********************************************\n* SASS Mixins\n*********************************************/\n\n/**\n * A consistent box shadow style we apply across elements.\n */\n@mixin box-shadow() {\n  box-shadow:\n    0 0.2rem 0.5rem var(--pst-color-shadow),\n    0 0 0.0625rem var(--pst-color-shadow) !important;\n}\n\n/**\n   * Set background of some cell outputs to white-ish to make sure colors work\n   * This is because many libraries make output that only looks good on white\n   */\n@mixin cell-output-background {\n  color: var(--pst-color-on-background);\n  background-color: var(--pst-color-text-base);\n  border-radius: 0.25rem;\n  padding: 0.5rem;\n}\n\n@mixin table-colors {\n  color: var(--pst-color-table);\n  border: 1px solid var(--pst-color-table-outer-border);\n\n  th,\n  td {\n    ~ th,\n    ~ td {\n      border-left: 1px solid var(--pst-color-table-inner-border);\n    }\n  }\n\n  thead {\n    tr {\n      background-color: var(--pst-color-table-heading-bg);\n      border-bottom: 2px solid var(--pst-color-primary);\n    }\n  }\n\n  tbody {\n    tr {\n      &:nth-child(odd) {\n        background-color: var(--pst-color-table-row-zebra-low-bg);\n      }\n\n      &:nth-child(even) {\n        background-color: var(--pst-color-table-row-zebra-high-bg);\n      }\n\n      &:hover {\n        background-color: var(--pst-color-table-row-hover-bg);\n      }\n    }\n  }\n}\n","/**\n * Main content area\n */\n.bd-main {\n  flex-grow: 1;\n  flex-direction: column;\n  display: flex;\n  min-width: 0;\n\n  .bd-content {\n    display: flex;\n    justify-content: center;\n    height: 100%;\n\n    .bd-article-container {\n      justify-content: start;\n      display: flex;\n      flex-direction: column;\n\n      // Max-width is slightly more than the W3 since our docs often have images.\n      // We shoot for about 100 characters per line instead of 80.\n      // ref: https://www.w3.org/WAI/tutorials/page-structure/styling/#line-length\n      width: 100%;\n      max-width: 60em;\n      overflow-x: auto; // Prevent wide content from pushing off the secondary sidebar\n      padding: 1rem;\n\n      .bd-article {\n        // Give a bit more verticle spacing on wide screens\n        @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n          padding-top: 1.5rem;\n          padding-left: 2rem;\n        }\n      }\n    }\n  }\n}\n",".bd-footer {\n  width: 100%;\n  border-top: 1px solid var(--pst-color-border);\n\n  .bd-footer__inner {\n    display: flex;\n    flex-grow: 1;\n    padding: 1rem;\n    margin: auto;\n  }\n\n  .footer-items__start,\n  .footer-items__center,\n  .footer-items__end {\n    display: flex;\n    flex-direction: column;\n    gap: 0.5rem;\n    justify-content: center;\n    flex-grow: 1;\n  }\n\n  .footer-items__center {\n    text-align: center;\n  }\n\n  .footer-items__end {\n    text-align: end;\n  }\n\n  // So that paragraphs don't take up extra room\n  .footer-item p {\n    margin-bottom: 0;\n  }\n}\n",".bd-footer-article {\n  margin-top: auto;\n\n  .footer-article-items {\n    display: flex;\n    flex-direction: column;\n  }\n}\n",".bd-footer-content {\n  .footer-content-items {\n    display: flex;\n    flex-direction: column;\n    margin-top: auto;\n  }\n}\n","/**\n * Header at the top of the page\n * It includes the announcement bar and the navigation bar.\n */\n\n// Styling for the Icon links can be found in components/_icon-links.scss\n\n// If we want the shadow to only point downward in the future, set\n// box-shadow to: 0 0.125rem 0.25rem -0.125rem rgba(0, 0, 0, 0.11);\n.bd-header {\n  position: sticky;\n  top: 0;\n  z-index: $zindex-fixed;\n\n  // Overrides bootstrap\n  background-color: var(--pst-color-on-background) !important;\n  box-shadow: 0 0.125rem 0.25rem 0 var(--pst-color-shadow);\n  width: 100%;\n  padding: 0;\n  max-width: 100vw;\n  justify-content: center;\n\n  .bd-header__inner {\n    display: flex;\n    align-items: center;\n    height: fit-content;\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n\n  :focus-visible {\n    border-radius: $focus-ring-radius;\n  }\n\n  // These items will define the height of the header\n  .navbar-item {\n    height: var(--pst-header-height);\n    max-height: var(--pst-header-height);\n    display: flex;\n    align-items: center;\n  }\n\n  // Hide the navbar header items on mobile because they're in the sidebar\n  .navbar-header-items {\n    display: none;\n    flex-shrink: 1;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: inherit;\n      flex-grow: 1;\n      padding: 0 0 0 0.5rem;\n    }\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center,\n  .navbar-header-items__start {\n    display: flex;\n    align-items: center;\n    flex-flow: wrap;\n\n    // In case we wrap our items to multiple rows on small screens\n    row-gap: 0;\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center {\n    column-gap: 1rem;\n  }\n\n  // A little smaller because this is displayed by default on mobile\n  .navbar-header-items__start {\n    flex-shrink: 0;\n    margin-right: auto;\n    gap: 0.5rem;\n  }\n\n  .navbar-header-items__end {\n    // End navbar items should snap to the right\n    justify-content: end;\n  }\n\n  // Contains the navigation links within the navbar\n  .navbar-nav {\n    display: flex;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      // Center align on wide screens so the dropdown button is centered properly\n      align-items: baseline;\n    }\n\n    li.pst-header-nav-item {\n      margin-inline: 2px; // breathing room so hover and focus styles do not overlap\n      &.dropdown {\n        margin-inline: 4px;\n\n        button {\n          padding-inline: 8px;\n        }\n      }\n\n      a {\n        padding-inline: 6px;\n      }\n\n      @include header-link;\n    }\n\n    li a.nav-link.dropdown-item {\n      @include link-style-text;\n    }\n\n    // Dropdowns for the extra links\n    .dropdown {\n      button {\n        display: unset;\n        border: none;\n\n        &:hover {\n          @include link-style-hover;\n        }\n      }\n\n      .dropdown-menu {\n        z-index: $zindex-popover;\n        border: 1px solid var(--pst-color-border);\n        box-shadow: 0 0 0.3rem 0.1rem var(--pst-color-shadow);\n        background-color: var(--pst-color-on-background);\n        padding: 0.5rem 0;\n        margin: 0.5rem 0;\n        min-width: 20rem;\n\n        .dropdown-item {\n          // Give the items in the dropdown some breathing room but let the hit\n          // and hover area of the items extend to the edges of the menu\n          padding: 0.25rem 1.5rem;\n\n          // Override Bootstrap\n          &:focus:not(:hover, :active) {\n            background-color: inherit;\n          }\n\n          &:focus-visible {\n            z-index: 10; // keep focus ring on top (prevent the hover background of the next dropdown item from covering the ring)\n          }\n        }\n\n        // Hide the menu unless show has been clicked\n        &:not(.show) {\n          display: none;\n        }\n      }\n    }\n  }\n\n  // **************************************************************\n  // Showing and hiding the sidebar toggle buttons and header items\n  // **************************************************************\n\n  // Toggle buttons\n  button.sidebar-toggle {\n    display: flex;\n    cursor: pointer;\n    font-size: var(--pst-font-size-icon);\n    align-items: center;\n    color: var(--pst-color-muted);\n    margin-bottom: 0;\n    padding-bottom: 0.25rem;\n    background-color: inherit;\n    border: none;\n\n    @include icon-navbar-hover;\n  }\n\n  button.primary-toggle {\n    margin-right: 1rem;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  button.secondary-toggle {\n    margin-left: 1rem;\n\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      display: none;\n    }\n  }\n}\n\n// inline the element in the navbar as long as they fit and use display block when collapsing\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .navbar-center-items .navbar-item {\n    display: inline-block;\n  }\n}\n\n.nav-link {\n  &:hover {\n    @include link-style-hover;\n  }\n\n  // Override Bootstrap\n  transition: none;\n\n  &.nav-external::after {\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-external-link);\n    font-size: 0.75em;\n    margin-left: 0.3em;\n  }\n}\n\n.bd-navbar-elements li.nav-item i {\n  font-size: 0.7rem;\n  padding-left: 2px;\n  vertical-align: middle;\n}\n\n// THe elements next to the hamburger menu only show on narrow screens\n.navbar-persistent--mobile {\n  margin-left: auto;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: none;\n  }\n}\n\n// The navbar-persistent content should only show on wide screens\n.navbar-persistent--container {\n  display: none;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: flex;\n  }\n}\n",".header-article__inner {\n  display: flex;\n  padding: 0 0.5rem;\n\n  // The items define the height so that it disappears if there are no items\n  .header-article-item {\n    min-height: var(--pst-header-article-height);\n    height: var(--pst-header-article-height);\n  }\n\n  .header-article-items__start,\n  .header-article-items__end {\n    display: flex;\n    align-items: start;\n    gap: 0.5rem;\n  }\n\n  .header-article-items__end {\n    margin-left: auto;\n  }\n}\n","/**\n * The primary sidebar on the left.\n * e.g., between-pages navigation.\n */\n\n$sidebar-padding-right: 1rem;\n\n.bd-sidebar-primary {\n  display: flex;\n  flex-direction: column;\n  gap: 1rem;\n  max-height: calc(100vh - var(--pst-header-height));\n  position: sticky;\n  top: var(--pst-header-height);\n\n  @include make-col(3);\n\n  // Borders padding and whitespace\n  padding: 2rem $sidebar-padding-right 1rem 1rem;\n  border-right: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n  font-size: var(--pst-sidebar-font-size-mobile);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  :focus-visible {\n    border-radius: $focus-ring-radius;\n  }\n\n  // override bootstrap when navlink are displayed in the sidebar\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n  }\n\n  &.no-sidebar {\n    border-right: 0;\n  }\n\n  &.hide-on-wide {\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  // Headers shouldn't be colored in the sidebars and some extensions add headers\n  h1,\n  h2,\n  h3,\n  h4 {\n    color: var(--pst-color-text-base);\n  }\n\n  .sidebar-primary-items__start,\n  .sidebar-primary-items__end {\n    .sidebar-primary-item {\n      padding: 0.5rem 0;\n    }\n  }\n\n  // Hide the sidebar header items on widescreen since they are visible in the header\n  .sidebar-header-items {\n    display: flex;\n    flex-direction: column;\n\n    .sidebar-header-items__title {\n      font-weight: var(--pst-sidebar-header-font-weight);\n      font-size: var(--pst-sidebar-header-font-size);\n      color: var(--pst-color-text-base);\n      margin-bottom: 0.5rem;\n    }\n\n    // The dropdown toggle for extra links just shows them all instead.\n    .nav-item.dropdown {\n      // On mobile, the dropdown behaves like any other link, no hiding\n      button {\n        display: none;\n      }\n\n      .dropdown-menu {\n        display: flex;\n        flex-direction: column;\n        padding: 0;\n        margin: 0;\n        border: none;\n        background-color: inherit;\n        font-size: inherit;\n\n        .dropdown-item {\n          &:hover,\n          &:focus {\n            // In the mobile sidebar, the dropdown menu is inlined with the\n            // other links, which do not have background-color changes on hover\n            // and focus\n            background-color: unset;\n          }\n        }\n      }\n    }\n\n    .bd-navbar-elements {\n      .nav-link {\n        &:focus-visible {\n          box-shadow: none; // Override Bootstrap\n          outline: $focus-ring-outline;\n          outline-offset: $focus-ring-width;\n        }\n      }\n    }\n\n    // Center header items get displayed vertically, end items are displayed horizontally\n    .sidebar-header-items__center {\n      display: flex;\n      flex-direction: column;\n    }\n\n    // Positioning end items\n    .sidebar-header-items__end {\n      display: flex;\n      align-items: center;\n      gap: 1rem;\n    }\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  .sidebar-primary-items__start {\n    // Add a border on mobile to separate it from the header sidebar area\n    border-top: 1px solid var(--pst-color-border);\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      border-top: none;\n    }\n  }\n\n  .sidebar-primary-items__end {\n    margin-top: auto;\n    margin-bottom: 1em;\n  }\n\n  .list-caption {\n    list-style: none;\n    padding-left: 0;\n\n    // Level 0 TOC heading is put inside the <summary> tag\n    // so let the <summary> tag take up more space\n    li.toctree-l0.has-children {\n      > details {\n        > summary {\n          position: relative;\n          height: auto;\n          width: auto;\n          display: flex;\n          justify-content: space-between;\n          align-items: baseline;\n\n          .toctree-toggle {\n            // Prevent toggle icon from getting squished by summary being a\n            // flexbox\n            flex: 0 0 auto;\n\n            // Make the level 0 chevron icon slightly bigger than descendant\n            // levels\n            .fa-chevron-down {\n              font-size: 1rem;\n            }\n          }\n        }\n      }\n    }\n  }\n\n  li.has-children {\n    $toctree-toggle-width: 30px;\n\n    position: relative;\n\n    > .reference,\n    .caption {\n      margin-right: calc(\n        $toctree-toggle-width + $focus-ring-width\n      ); // keep clear of the toggle icon\n\n      padding-top: 0.25rem; // align caption text with toggle chevron\n    }\n\n    > details {\n      > summary {\n        // Remove browser default toggle icon\n        list-style: none;\n\n        &::-webkit-details-marker {\n          display: none;\n        }\n\n        // The summary element is natively focusable, but delegate the focus state to the toggle icon\n        &:focus-visible {\n          outline: none;\n\n          > .toctree-toggle {\n            outline: $focus-ring-outline;\n            outline-offset: -$focus-ring-width; // Prevent right side of focus ring from disappearing underneath the sidebar's right edge\n          }\n        }\n\n        // Container for expand/collapse chevron icon\n        .toctree-toggle {\n          cursor: pointer;\n\n          // Position it so that it's aligned with the top right corner of the\n          // last positioned element, in this case the li.has-children\n          position: absolute;\n          top: 0;\n          right: 0;\n\n          // Give it dimensions\n          width: $toctree-toggle-width;\n          height: $toctree-toggle-width; // make it square\n\n          // Vertically and horizontally center the icon within the container\n          display: inline-flex;\n          justify-content: center;\n          align-items: center;\n\n          .fa-chevron-down {\n            font-size: 0.75rem;\n          }\n        }\n      }\n\n      // The section is open/expanded, rotate the toggle icon (chevron) so it\n      // points up instead of down\n      &[open] {\n        > summary {\n          .fa-chevron-down {\n            transform: rotate(180deg);\n          }\n        }\n      }\n    }\n  }\n}\n\n/* Between-page links and captions */\nnav.bd-links {\n  margin-right: -$sidebar-padding-right; // align toctree toggle chevrons with right edge of sidebar and allow text to flow closer to the right edge\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: block;\n  }\n\n  ul {\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  li > a {\n    display: block;\n    padding: 0.25rem 0.65rem;\n\n    @include link-sidebar;\n\n    box-shadow: none;\n    margin-right: $focus-ring-width; // prevent the right side focus ring from disappearing under the sidebar right edge\n\n    &.reference.external {\n      &::after {\n        font: var(--fa-font-solid);\n        content: var(--pst-icon-external-link);\n        font-size: 0.75em;\n        margin-left: 0.3em;\n      }\n    }\n  }\n\n  .current > a {\n    @include link-sidebar-current;\n\n    background-color: transparent;\n  }\n\n  // Title\n  p.bd-links__title {\n    font-size: var(--pst-sidebar-header-font-size);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n\n  // Toctree captions\n  p.caption {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    position: relative;\n    margin-top: 1.25rem;\n    margin-bottom: 0.5rem;\n    color: var(--pst-color-text-base);\n\n    &:first-child {\n      margin-top: 0;\n    }\n\n    font-size: var(--pst-sidebar-font-size-mobile);\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n}\n","// Grid system\n//\n// Generate semantic grid columns with these mixins.\n\n@mixin make-row($gutter: $grid-gutter-width) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  display: flex;\n  flex-wrap: wrap;\n  // TODO: Revisit calc order after https://github.com/react-bootstrap/react-bootstrap/issues/6039 is fixed\n  margin-top: calc(-1 * var(--#{$prefix}gutter-y)); // stylelint-disable-line function-disallowed-list\n  margin-right: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n}\n\n@mixin make-col-ready() {\n  // Add box sizing if only the grid is loaded\n  box-sizing: if(variable-exists(include-column-box-sizing) and $include-column-box-sizing, border-box, null);\n  // Prevent columns from becoming too narrow when at smaller grid tiers by\n  // always setting `width: 100%;`. This works because we set the width\n  // later on to override this initial width.\n  flex-shrink: 0;\n  width: 100%;\n  max-width: 100%; // Prevent `.col-auto`, `.col` (& responsive variants) from breaking out the grid\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-top: var(--#{$prefix}gutter-y);\n}\n\n@mixin make-col($size: false, $columns: $grid-columns) {\n  @if $size {\n    flex: 0 0 auto;\n    width: percentage(divide($size, $columns));\n\n  } @else {\n    flex: 1 1 0;\n    max-width: 100%;\n  }\n}\n\n@mixin make-col-auto() {\n  flex: 0 0 auto;\n  width: auto;\n}\n\n@mixin make-col-offset($size, $columns: $grid-columns) {\n  $num: divide($size, $columns);\n  margin-left: if($num == 0, 0, percentage($num));\n}\n\n// Row columns\n//\n// Specify on a parent element(e.g., .row) to force immediate children into NN\n// number of columns. Supports wrapping to new lines, but does not do a Masonry\n// style grid.\n@mixin row-cols($count) {\n  > * {\n    flex: 0 0 auto;\n    width: percentage(divide(1, $count));\n  }\n}\n\n// Framework grid generation\n//\n// Used only by Bootstrap to generate the correct number of grid classes given\n// any value of `$grid-columns`.\n\n@mixin make-grid-columns($columns: $grid-columns, $gutter: $grid-gutter-width, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      // Provide basic `.col-{bp}` classes for equal-width flexbox columns\n      .col#{$infix} {\n        flex: 1 0 0%; // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      }\n\n      .row-cols#{$infix}-auto > * {\n        @include make-col-auto();\n      }\n\n      @if $grid-row-columns > 0 {\n        @for $i from 1 through $grid-row-columns {\n          .row-cols#{$infix}-#{$i} {\n            @include row-cols($i);\n          }\n        }\n      }\n\n      .col#{$infix}-auto {\n        @include make-col-auto();\n      }\n\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .col#{$infix}-#{$i} {\n            @include make-col($i, $columns);\n          }\n        }\n\n        // `$columns - 1` because offsetting by the width of an entire row isn't possible\n        @for $i from 0 through ($columns - 1) {\n          @if not ($infix == \"\" and $i == 0) { // Avoid emitting useless .offset-0\n            .offset#{$infix}-#{$i} {\n              @include make-col-offset($i, $columns);\n            }\n          }\n        }\n      }\n\n      // Gutters\n      //\n      // Make use of `.g-*`, `.gx-*` or `.gy-*` utilities to change spacing between the columns.\n      @each $key, $value in $gutters {\n        .g#{$infix}-#{$key},\n        .gx#{$infix}-#{$key} {\n          --#{$prefix}gutter-x: #{$value};\n        }\n\n        .g#{$infix}-#{$key},\n        .gy#{$infix}-#{$key} {\n          --#{$prefix}gutter-y: #{$value};\n        }\n      }\n    }\n  }\n}\n\n@mixin make-cssgrid($columns: $grid-columns, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .g-col#{$infix}-#{$i} {\n            grid-column: auto / span $i;\n          }\n        }\n\n        // Start with `1` because `0` is an invalid value.\n        // Ends with `$columns - 1` because offsetting by the width of an entire row isn't possible.\n        @for $i from 1 through ($columns - 1) {\n          .g-start#{$infix}-#{$i} {\n            grid-column-start: $i;\n          }\n        }\n      }\n    }\n  }\n}\n","/**\n * Secondary sidebar on the right.\n * e.g., in-page table of contents.\n */\n.bd-sidebar-secondary {\n  display: flex;\n  order: 2;\n  flex-shrink: 0;\n  flex-direction: column;\n  position: sticky;\n  top: var(--pst-header-height);\n  max-height: calc(100vh - var(--pst-header-height));\n  padding: 2rem 1rem 1rem;\n  width: var(--pst-sidebar-secondary);\n  font-size: var(--pst-sidebar-font-size-mobile);\n\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // Color and border\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n}\n\n.sidebar-secondary-item {\n  padding: 0.5rem;\n\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    border-left: 1px solid var(--pst-color-border);\n    padding-left: 1rem;\n  }\n\n  i {\n    padding-right: 0.5rem;\n  }\n}\n","/*******************************************************************************\n* Rules for the UX/UI of sidebar sliding drawers on mobile\n* Note that this sheet controls styles across many parts of the theme\n* It is aggregated into this one sheet instead of being split across\n* components in order to keep it easier to debug in one place.\n* It is broken up into major sections below.\n*/\n\n/*******************************************************************************\n* Buttons and overlays\n*/\ninput.sidebar-toggle {\n  display: none;\n}\n\n// Background overlays\nlabel.overlay {\n  background-color: black;\n  opacity: 0.5;\n  height: 0;\n  width: 0;\n  position: fixed;\n  top: 0;\n  left: 0;\n  transition: opacity $animation-time ease-out;\n  z-index: $zindex-modal-backdrop;\n}\n\ninput {\n  // Show the correct overlay when its input is checked\n  &#pst-primary-sidebar-checkbox:checked + label.overlay.overlay-primary,\n  &#pst-secondary-sidebar-checkbox:checked + label.overlay.overlay-secondary {\n    height: 100vh;\n    width: 100vw;\n  }\n\n  // Primary sidebar slides in from the left\n  &#pst-primary-sidebar-checkbox:checked ~ .bd-container .bd-sidebar-primary {\n    visibility: visible;\n    margin-left: 0;\n  }\n\n  // Secondary sidebar slides in from the right\n  &#pst-secondary-sidebar-checkbox:checked\n    ~ .bd-container\n    .bd-sidebar-secondary {\n    visibility: visible;\n    margin-right: 0;\n  }\n}\n\n/*******************************************************************************\n* Sidebar drawer behavior\n*/\n\n/**\n * Behavior for sliding drawer elements that will be toggled with an input\n *\n * NOTE: We use this mixin to define the toggle behavior on narrow screens,\n * And the wide-screen behavior of the sections is defined in their own section\n * .scss files.\n */\n@mixin sliding-drawer($side: \"left\") {\n  position: fixed;\n  top: 0;\n  z-index: $zindex-modal;\n  height: 100vh;\n  max-height: 100vh;\n  width: 75%;\n  flex-grow: 0.75;\n  max-width: 350px;\n  transition:\n    visibility $animation-time ease-out,\n    margin $animation-time ease-out;\n  visibility: hidden;\n\n  @if $side == \"right\" {\n    margin-right: -75%;\n    right: 0;\n  } @else {\n    margin-left: -75%;\n    left: 0;\n  }\n}\n\n// Primary sidebar hides/shows at earlier widths\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .sidebar-toggle.primary-toggle {\n    display: none;\n  }\n\n  input#pst-primary-sidebar-checkbox {\n    &:checked + label.overlay.overlay-primary {\n      height: 0;\n      width: 0;\n    }\n  }\n\n  .bd-sidebar-primary {\n    margin-left: 0;\n    visibility: visible;\n  }\n}\n\n.bd-sidebar-primary {\n  @include media-breakpoint-down($breakpoint-sidebar-primary) {\n    @include sliding-drawer(\"left\");\n  }\n}\n\n.bd-sidebar-secondary {\n  @include media-breakpoint-down($breakpoint-sidebar-secondary) {\n    @include sliding-drawer(\"right\");\n  }\n}\n","/**\n * Breadcrumbs for parent pages meant for the article header\n */\nul.bd-breadcrumbs {\n  list-style: none;\n  padding-left: 0;\n  display: flex;\n  flex-wrap: wrap;\n\n  // Font size slightly smaller to avoid cluttering up space too much\n  font-size: 0.8rem;\n\n  li.breadcrumb-item {\n    display: flex;\n    align-items: center;\n\n    // Style should look like heavier in-page links\n    // keeping visited in the default link colour\n    font-weight: bold;\n\n    a {\n      @include link-style-text;\n    }\n\n    // Items that aren't the home have a caret to the left\n    &:not(.breadcrumb-home)::before {\n      font: var(--fa-font-solid);\n      font-size: 0.8rem;\n      content: var(--pst-breadcrumb-divider);\n      color: var(--pst-color-text-muted);\n      padding: 0 0.5rem;\n    }\n  }\n}\n","/**\n * Icon links in the navbar\n */\n\n.navbar-icon-links {\n  display: flex;\n  flex-flow: row wrap;\n  column-gap: 1rem;\n  justify-content: space-evenly;\n\n  // Remove the padding so that we can define it with flexbox gap above\n  li.nav-item a.nav-link {\n    padding-left: 0;\n    padding-right: 0;\n\n    @include icon-navbar-hover;\n\n    &:focus {\n      color: inherit;\n    }\n  }\n\n  // Spacing and centering\n  a span {\n    display: flex;\n    align-items: center;\n  }\n\n  // Icons styling\n  i {\n    &.fa-brands,\n    &.fa-regular,\n    &.fa-solid {\n      vertical-align: middle;\n      font-style: normal;\n      font-size: var(--pst-font-size-icon);\n    }\n\n    /* Social media buttons hard-code the brand color */\n    &.fa-square-twitter::before {\n      color: #55acee;\n    }\n\n    &.fa-square-gitlab::before {\n      color: #548;\n    }\n\n    &.fa-bitbucket::before {\n      color: #0052cc;\n    }\n  }\n\n  // Force images to be icon-sized\n  img.icon-link-image {\n    height: 1.5em;\n    border-radius: 0.2rem;\n  }\n\n  .fa-pydata {\n    stroke: var(--pst-color-background);\n    stroke-linejoin: round;\n    stroke-width: 0.35;\n  }\n}\n","/**\n * Logo in the navbar\n */\n\n.navbar-brand {\n  position: relative;\n  height: var(--pst-header-height);\n  max-height: var(--pst-header-height);\n  padding: 0.5rem 0;\n  width: auto;\n  margin: 0;\n  display: flex;\n\n  // Ensure that the logo stays the same length while other content shrinks\n  flex-shrink: 0;\n  align-items: center;\n  gap: 0.5rem;\n\n  // If there's no logo image, we use a p element w/ the site title\n  p {\n    color: var(--pst-color-text-base);\n    margin-bottom: 0;\n  }\n\n  // If there's a logo, it'll be in an img block\n  img {\n    max-width: 100%;\n    height: 100%;\n    width: auto;\n  }\n\n  &:hover,\n  &:visited:hover {\n    @include link-style-hover;\n\n    color: var(--pst-color-text-base);\n  }\n}\n","/**\n * Navigation text links in the navbar\n */\n.navbar-nav {\n  ul {\n    display: block;\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  // Navbar links - do not have an underline by default\n  li {\n    display: flex;\n    flex-direction: column;\n\n    a {\n      display: flex;\n      align-items: center;\n      height: 100%;\n      padding-top: 0.25rem;\n      padding-bottom: 0.25rem;\n\n      @include link-style-text;\n    }\n  }\n}\n","/**\n * The list of in-page TOC links\n */\n.page-toc {\n  .section-nav {\n    padding-left: 0;\n    border-bottom: none;\n\n    ul {\n      padding-left: 1rem;\n    }\n  }\n\n  // override bootstrap settings\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n\n  .onthispage {\n    color: var(--pst-color-text-base);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n}\n","/**\n* Previous / Next navigation buttons\n**/\n.prev-next-area {\n  width: 100%;\n\n  p {\n    color: var(--pst-color-text-muted);\n    margin: 0 0.3em;\n    line-height: 1.3em;\n  }\n\n  i {\n    font-size: 1.2em;\n  }\n\n  a {\n    // So that buttons align with icons\n    display: flex;\n    align-items: center;\n    border: none;\n    padding: 10px;\n    max-width: 45%;\n    overflow-x: hidden;\n    color: var(--pst-color-text-muted);\n    text-decoration: none;\n\n    p.prev-next-title {\n      @include link-style-default;\n\n      font-weight: var(--pst-admonition-font-weight-heading);\n      font-size: 1.1em;\n    }\n\n    &:hover,\n    &:visited:hover {\n      p.prev-next-title {\n        @include link-style-hover;\n      }\n    }\n\n    .prev-next-info {\n      flex-direction: column;\n      margin: 0 0.5em;\n\n      .prev-next-subtitle {\n        text-transform: capitalize;\n      }\n    }\n\n    &.left-prev {\n      float: left;\n    }\n\n    &.right-next {\n      float: right;\n\n      div.prev-next-info {\n        text-align: right;\n      }\n    }\n  }\n}\n","/**\n * Search field\n **/\n.bd-search {\n  position: relative;\n  padding-left: 0.5rem;\n  gap: 0.5rem;\n  background-color: var(--pst-color-background);\n  border-radius: $admonition-border-radius;\n  border: 1px solid var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Background should always be same color regardless of active or not\n  &:active {\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n\n  .icon {\n    position: absolute;\n    color: var(--pst-color-border);\n    left: 25px;\n  }\n\n  .fa-solid.fa-magnifying-glass {\n    position: absolute;\n    left: calc((2.5rem - 0.7em) / 2);\n    color: var(--pst-color-text-muted);\n  }\n\n  input {\n    // Inner-text of the search bar\n    &::placeholder {\n      color: var(--pst-color-text-muted);\n    }\n\n    // Remove the little \"x\" that pops up when you start typing\n    &::-webkit-search-cancel-button,\n    &::-webkit-search-decoration {\n      appearance: none;\n    }\n  }\n\n  // Shows off the keyboard shortcuts for the button\n  .search-button__kbd-shortcut {\n    display: flex;\n    position: absolute;\n    right: 0.5rem;\n    color: var(--pst-color-border);\n  }\n}\n\n.form-control {\n  background-color: var(--pst-color-background);\n  color: var(--pst-color-text-base);\n\n  &:focus,\n  &:focus-visible {\n    border: none;\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n}\n\n/**\n * Search button - located in the navbar\n */\n\n// Search link icon should be a bit bigger since it is separate from icon links\n.search-button {\n  display: flex;\n  align-items: center;\n  align-content: center;\n  color: var(--pst-color-text-muted);\n  padding: 0;\n  border-radius: 0;\n  border: none; // Override Bootstrap button border\n  font-size: 1rem; // Override Bootstrap button font size\n\n  // Override Bootstrap button padding-x. Whitespace in nav bar is controlled\n  // via column gap rule on the container.\n  padding-left: 0;\n  padding-right: 0;\n\n  @include icon-navbar-hover;\n\n  i {\n    font-size: 1.3rem;\n  }\n}\n\n// __search-container will only show up when we use the search pop-up bar\n.search-button__search-container,\n.search-button__overlay {\n  display: none;\n}\n\n.search-button__wrapper.show {\n  .search-button__search-container {\n    display: flex;\n\n    // Center in middle of screen just underneath header\n    position: fixed;\n    z-index: $zindex-modal;\n    top: 30%;\n    left: 50%;\n    transform: translate(-50%, -50%);\n    right: 1rem;\n    margin-top: 0.5rem;\n    width: 90%;\n    max-width: 800px;\n  }\n\n  .search-button__overlay {\n    display: flex;\n    position: fixed;\n    z-index: $zindex-modal-backdrop;\n    background-color: black;\n    opacity: 0.5;\n    width: 100%;\n    height: 100%;\n    top: 0;\n    left: 0;\n  }\n\n  form.bd-search {\n    flex-grow: 1;\n    padding-top: 0;\n    padding-bottom: 0;\n  }\n\n  // Font and input text a bit bigger\n  svg,\n  input {\n    font-size: var(--pst-font-size-icon);\n  }\n}\n\n/**\n * The search button component that looks like a field.\n * Lives at components/search-button-field.html\n */\n.search-button-field {\n  $search-button-border-radius: 1.5em;\n\n  display: inline-flex;\n  align-items: center;\n  border: var(--pst-color-border) solid 1px;\n  border-radius: $search-button-border-radius;\n  color: var(--pst-color-text-muted);\n  padding: 0.5em;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    box-shadow: 0 0 0 $focus-ring-width var(--pst-color-link-hover);\n  }\n\n  &:focus-visible {\n    border-radius: $search-button-border-radius;\n  }\n\n  // The keyboard shotcut text\n  .search-button__default-text {\n    font-size: var(--bs-nav-link-font-size);\n    font-weight: var(--bs-nav-link-font-weight);\n    margin-right: 0.5em;\n    margin-left: 0.5em;\n  }\n\n  .kbd-shortcut__modifier {\n    font-size: 0.75em;\n  }\n\n  // Ensures that all the text lines up in the middle\n  > * {\n    align-items: center;\n  }\n\n  // Only the icon should be visible on narrow screens\n  > :not(svg) {\n    display: none;\n\n    @include media-breakpoint-up(lg) {\n      display: flex;\n    }\n  }\n}\n","/**\n * The 'Hide Search Matches' button.\n * This only shows up when a person lands on a page after clicking a search result.\n * Clicking it removes the highlighting of the search term from the page.\n * We want it to behave like a button.\n */\ndiv#searchbox {\n  // Leave `#searchbox` rules empty so that it doesn't show at all when it is empty\n  p.highlight-link {\n    margin: 1rem 0;\n    width: fit-content;\n\n    // A bit more margin on wide screens to mimic article behavior\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      margin-left: 2rem;\n    }\n\n    // Put outer shadow on this one so that we can darken the link w/ an inner shadow\n    @include box-shadow;\n\n    // Style the button to look like a Sphinx Design button\n    a {\n      border-radius: 0.25rem;\n      font-size: 1.25rem;\n      padding: 0.75rem;\n      background-color: var(--pst-color-primary);\n      color: var(--pst-color-primary-text);\n      text-decoration: none;\n\n      // The box shadow is inset so that it darkens the button on hover\n      transition: box-shadow 0.25s ease-out;\n\n      &:hover {\n        box-shadow: inset 0 0 50px 50px rgb(0 0 0 / 25%);\n      }\n\n      &::before {\n        content: var(--pst-icon-search-minus);\n        color: unset;\n        font: var(--fa-font-solid);\n        margin-right: 0.5rem;\n      }\n    }\n  }\n}\n","/**\n * Light/dark theme switcher\n */\n\n.theme-switch-button {\n  color: var(--pst-color-text-muted);\n  border-radius: 0;\n  border: none; // Override Bootstrap button border\n  font-size: 1rem; // Override Bootstrap's button font size\n\n  // Override Bootstrap button padding-x. Whitespace in nav bar is controlled\n  // via column gap rule on the container.\n  padding-left: 0;\n  padding-right: 0;\n\n  &:hover {\n    @include icon-navbar-hover;\n  }\n\n  span {\n    display: none;\n\n    &:active {\n      text-decoration: none;\n      color: var(--pst-color-link-hover);\n    }\n\n    .fa-lg {\n      aspect-ratio: 1 / 1;\n    }\n  }\n}\n\nhtml[data-mode=\"auto\"] .theme-switch-button span[data-mode=\"auto\"] {\n  display: flex;\n}\n\nhtml[data-mode=\"light\"] .theme-switch-button span[data-mode=\"light\"] {\n  display: flex;\n}\n\nhtml[data-mode=\"dark\"] .theme-switch-button span[data-mode=\"dark\"] {\n  display: flex;\n}\n","button.btn.version-switcher__button {\n  border-color: var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Add a margin on narrow screens to avoid feeling cramped\n  margin-bottom: 1em;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    margin-bottom: unset;\n  }\n\n  &:hover {\n    box-shadow: 0 0 0 $focus-ring-width var(--pst-color-secondary);\n    border-color: transparent;\n  }\n\n  &:active {\n    color: var(--pst-color-text-base);\n    border-color: var(--pst-color-border);\n  }\n\n  &:focus-visible {\n    border-color: transparent;\n  }\n}\n\n.version-switcher__menu {\n  border-color: var(--pst-color-border);\n  border-radius: var(--bs-dropdown-border-radius);\n\n  a.list-group-item {\n    background-color: var(--pst-color-on-background);\n    color: var(--pst-color-text-base);\n    padding: 0.75rem 1.25rem;\n\n    &:not(:last-child) {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n\n    &:hover {\n      @include link-style-hover;\n\n      background-color: var(--pst-color-surface);\n    }\n\n    &.active {\n      @include link-sidebar-current;\n\n      position: relative;\n      z-index: 1;\n\n      span::before {\n        content: \"\";\n        width: 100%;\n        height: 100%;\n        position: absolute;\n        z-index: -1;\n        left: 0;\n        top: 0;\n      }\n    }\n\n    &:focus-visible {\n      z-index: 10; // keep focus ring on top (prevent the hover background of the next dropdown item from covering the ring)\n    }\n  }\n}\n\n// Font behavior on mobile\nbutton.version-switcher__button,\n.version-switcher__menu {\n  font-size: 1.1em; // A bit smaller than other menu font\n  z-index: $zindex-modal; // higher than the sidebars\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: unset;\n  }\n}\n","/* Collapsing of the TOC sidebar while scrolling */\n\n/* Nav: hide second level (shown on .active) */\n\nnav.page-toc {\n  // A little extra space before the buttons\n  margin-bottom: 1rem;\n}\n\n.bd-toc .nav {\n  .nav {\n    display: none;\n\n    // So we can manually specify a level as visible in the config\n    &.visible {\n      display: block;\n    }\n  }\n\n  > .active > ul {\n    display: block;\n  }\n}\n\n// Each entry of the in-page TOC\n.toc-entry {\n  display: block;\n\n  a > code {\n    color: var(--pst-color-text-muted);\n  }\n\n  a.nav-link {\n    display: block;\n    padding: 0.125rem 0;\n\n    // Padding w/ negative margin so the top TOC item highlight overlaps w/ the TOC border\n    padding-left: 1rem;\n    margin-left: -1rem;\n\n    @include link-sidebar;\n\n    &.active {\n      @include link-sidebar-current;\n\n      background-color: transparent;\n\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n\n    &:focus-visible {\n      border-radius: $focus-ring-radius;\n    }\n  }\n}\n","div.versionadded,\ndiv.versionchanged,\ndiv.deprecated {\n  vertical-align: middle;\n  margin: 1.5625em auto;\n  padding: 0 0.6rem;\n  overflow: hidden;\n\n  /* break-inside has replaced page-break-inside and is widely usable since 2019 */\n  page-break-inside: avoid;\n  break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n\n  @include box-shadow;\n\n  position: relative;\n\n  > p {\n    margin-bottom: 0.6rem;\n    margin-top: 0.6rem;\n  }\n}\n\ndiv.versionadded {\n  border-color: var(--pst-color-success);\n  background-color: var(--pst-color-success-bg);\n}\n\ndiv.versionchanged {\n  border-color: var(--pst-color-warning);\n  background-color: var(--pst-color-warning-bg);\n}\n\ndiv.deprecated {\n  border-color: var(--pst-color-danger);\n  background-color: var(--pst-color-danger-bg);\n}\n\nspan.versionmodified {\n  font-weight: 600;\n\n  &::before {\n    margin-right: 0.6rem;\n    color: var(--pst-color-info);\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-versionmodified-default);\n  }\n}\n\nspan.versionmodified.added {\n  &::before {\n    color: var(--pst-color-success);\n    content: var(--pst-icon-versionmodified-added);\n  }\n}\n\nspan.versionmodified.changed {\n  &::before {\n    color: var(--pst-color-warning);\n    content: var(--pst-icon-versionmodified-changed);\n  }\n}\n\nspan.versionmodified.deprecated {\n  &::before {\n    color: var(--pst-color-danger);\n    content: var(--pst-icon-versionmodified-deprecated);\n  }\n}\n",".sidebar-indices-items {\n  display: flex;\n  flex-direction: column;\n  border-top: 1px solid var(--pst-color-border);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    border-top: none;\n  }\n\n  .sidebar-indices-items__title {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    font-size: var(--pst-sidebar-header-font-size);\n    color: var(--pst-color-text-base);\n    margin-bottom: 0.5rem;\n  }\n\n  ul.indices-link {\n    margin-right: -1rem;\n    list-style: none;\n    padding: 0;\n\n    li > a {\n      display: block;\n      padding: 0.25rem 0;\n      color: var(--pst-color-text-muted);\n\n      &:hover {\n        color: var(--pst-color-primary);\n        text-decoration: none;\n        background-color: transparent;\n      }\n    }\n  }\n}\n",".bd-sidebar-primary div#rtd-footer-container {\n  position: sticky;\n  bottom: -1rem;\n  margin: -1rem; // ignore sidebar padding\n\n  .rst-versions.rst-badge {\n    position: unset;\n    font-size: 0.9em;\n    font-family: var(--pst-font-family-base);\n    max-width: unset;\n\n    .rst-current-version {\n      display: flex;\n      align-items: center;\n      gap: 0.2rem;\n      height: 2.5rem;\n      transition: background-color 0.2s ease-out;\n      background-color: var(--pst-color-background);\n      color: var(--pst-color-success);\n      border-top: 1px solid var(--pst-color-border);\n    }\n\n    .fa.fa-book {\n      color: var(--pst-color-text-muted);\n      margin-right: auto;\n\n      &::after {\n        color: var(--pst-color-text-base);\n        content: \"Read The Docs\";\n        font-family: var(--pst-font-family-base);\n        font-weight: var(--pst-admonition-font-weight-heading);\n      }\n    }\n\n    .fa.fa-caret-down {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  .rst-versions.rst-badge.shift-up {\n    .rst-current-version {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n  }\n\n  .rst-other-versions {\n    background-color: var(--pst-color-surface);\n    color: var(--pst-color-text-base);\n\n    dl {\n      dd a {\n        color: var(--pst-color-text-muted);\n      }\n    }\n\n    hr {\n      background-color: var(--pst-color-border);\n    }\n\n    small a {\n      color: var(--pst-color-link);\n    }\n\n    input {\n      padding-left: 0.5rem;\n      border: 1px solid var(--pst-color-border);\n      background-color: var(--pst-color-surface);\n    }\n  }\n}\n","/**\n * Admonitions and blocks of styled content.\n * Admonitions CSS originally inspired by https://squidfunk.github.io/mkdocs-material/getting-started/\n */\n$admonition-border-radius: 0.25rem;\n$admonition-left-border-width: 0.2rem;\n\ndiv.admonition,\n.admonition {\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0.8rem;\n  overflow: hidden;\n\n  /* break-inside has replaced page-break-inside and is widely usable since 2019 */\n  page-break-inside: avoid;\n  break-inside: avoid;\n  border-left: $admonition-left-border-width solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n\n  @include box-shadow;\n\n  // Last item should have no spacing since we'll control that w/ padding\n  *:last-child {\n    margin-bottom: 0;\n  }\n\n  // Items after the title should be indented\n  p.admonition-title ~ * {\n    margin-left: 1.4rem;\n    margin-right: 1.4rem;\n  }\n\n  // Lists need to have left margin so they don't spill into it\n  > ol,\n  > ul {\n    margin-left: 1em;\n  }\n\n  // Defaults for all admonitions\n  > .admonition-title {\n    margin: 0 -0.6rem;\n    padding: 0.4rem 0.6rem 0.4rem 2rem;\n    font-weight: var(--pst-admonition-font-weight-heading);\n    position: relative;\n\n    @include legacy-backdrop-placeholder;\n\n    background-color: var(--pst-color-info-bg);\n\n    // now that we use solid colors we want the title on top\n    z-index: 1;\n\n    &::after {\n      position: absolute;\n      left: 0.5rem;\n      width: 1rem;\n      height: 1rem;\n      color: var(--pst-color-info);\n      font: var(--fa-font-solid);\n      line-height: inherit;\n      content: var(--pst-icon-admonition-default);\n      opacity: 1;\n    }\n\n    // Next element after title needs some extra upper-space\n    + * {\n      margin-top: 0.4em;\n    }\n  }\n\n  &.attention {\n    border-color: var(--pst-color-attention);\n\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &::after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-attention);\n      }\n    }\n  }\n\n  &.caution {\n    border-color: var(--pst-color-warning);\n\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &::after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-caution);\n      }\n    }\n  }\n\n  &.warning {\n    border-color: var(--pst-color-warning);\n\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &::after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-warning);\n      }\n    }\n  }\n\n  &.danger {\n    border-color: var(--pst-color-danger);\n\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &::after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-danger);\n      }\n    }\n  }\n\n  &.error {\n    border-color: var(--pst-color-danger);\n\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &::after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-error);\n      }\n    }\n  }\n\n  &.hint {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-hint);\n      }\n    }\n  }\n\n  &.tip {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-tip);\n      }\n    }\n  }\n\n  &.important {\n    border-color: var(--pst-color-attention);\n\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &::after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-important);\n      }\n    }\n  }\n\n  &.note {\n    border-color: var(--pst-color-info);\n\n    > .admonition-title {\n      background-color: var(--pst-color-info-bg);\n\n      &::after {\n        color: var(--pst-color-info);\n        content: var(--pst-icon-admonition-note);\n      }\n    }\n  }\n\n  &.seealso {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-seealso);\n      }\n    }\n  }\n\n  &.admonition-todo {\n    border-color: var(--pst-color-secondary);\n\n    > .admonition-title {\n      background-color: var(--pst-color-secondary-bg);\n\n      &::after {\n        color: var(--pst-color-secondary);\n        content: var(--pst-icon-admonition-todo);\n      }\n    }\n  }\n\n  /**\n   * Special-case for a `sidebar` class that makes the admonition float to\n   * the right like the {sidebar} directive.\n   */\n  &.sidebar {\n    max-width: 40%;\n    float: right;\n    clear: both;\n    margin-left: 0.5rem;\n    margin-top: 0;\n\n    // Undo the .sidebar directive border\n    border-width: 0 0 0 $admonition-left-border-width;\n\n    // TODO: these semantic-color-names border-color rules might no longer be\n    //       needed when we drop support for Sphinx 4 / docutils 0.17\n    &.attention,\n    &.important {\n      border-color: var(--pst-color-attention);\n    }\n\n    &.caution,\n    &.warning {\n      border-color: var(--pst-color-warning);\n    }\n\n    &.danger,\n    &.error {\n      border-color: var(--pst-color-danger);\n    }\n\n    &.hint,\n    &.tip,\n    &.seealso {\n      border-color: var(--pst-color-success);\n    }\n\n    &.note,\n    &.todo {\n      border-color: var(--pst-color-info);\n    }\n\n    // No inner margin since we have less horizontal space w/ the sidebar\n    p.admonition-title ~ * {\n      margin-left: 0;\n      margin-right: 0;\n    }\n  }\n}\n\n/**************************************************************\n * Similar content blocks that are not technically admonitions.\n */\n\n/**\n * Topics and the {contents} directive\n */\n// Docutils <= 0.17\ndiv.topic,\ndiv.topic.contents,\n// Docutils >= 0.18\nnav.contents,\naside.topic {\n  display: flex;\n  flex-direction: column;\n  background-color: var(--pst-color-surface);\n  border-color: var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  padding: 1rem 1.25rem;\n\n  @include box-shadow;\n\n  .topic-title {\n    margin: 0 0 0.5rem;\n  }\n\n  // Over-ride text color to ensure enough contrast\n  p {\n    color: var(--pst-color-on-surface) !important;\n  }\n\n  // Over-ride large default padding\n  ul.simple {\n    padding-left: 1rem;\n\n    ul {\n      // So that sub-lists will have a bit less padding\n      padding-left: 2em;\n    }\n  }\n}\n\n/**\n * Sidebar directive\n */\naside.sidebar {\n  border: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-surface);\n  border-radius: $admonition-border-radius;\n\n  // to match the admonition-styled sidebars:\n  margin-left: 0.5rem;\n  padding: 0;\n\n  > *:last-child {\n    padding-bottom: 1rem;\n  }\n\n  p.sidebar-title {\n    position: relative;\n    margin-bottom: 0;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n    border-bottom: 1px solid var(--pst-color-border);\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-admonition-font-weight-heading);\n  }\n\n  // Add margin to the first non-`.sidebar-title` item\n  > *:not(.sidebar-title):first-child,\n  > p.sidebar-title + * {\n    margin-top: 1rem;\n  }\n\n  > * {\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n}\n\n/**\n * Rubrics look kind of like section headers\n */\np.rubric {\n  display: flex;\n  flex-direction: column;\n}\n\n/**\n * Seealso is kind of like a vertically-collapsed admonition\n */\n.seealso dd {\n  margin-top: 0;\n  margin-bottom: 0;\n}\n","/**\n * Miscellaneous color functions and mixins\n**/\n\n@use \"sass:list\";\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:math\";\n@use \"sass:string\";\n\n// We must add ::before pseudo-element to some theme components (such as admonitions)\n// because users were instructed to customize the background color this way.\n@mixin legacy-backdrop-placeholder {\n  &::before {\n    content: \"\";\n    width: 100%;\n    height: 100%;\n    position: absolute;\n    left: 0;\n    top: 0;\n    z-index: -1;\n\n    // So that hovering over the text within background is still possible.\n    // Otherwise the background overlays the text and you cannot click or select easily.\n    // ref: https://developer.mozilla.org/en-US/docs/Web/CSS/pointer-events\n    pointer-events: none;\n  }\n}\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetc\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map.get($map, $key);\n  }\n\n  @return $map;\n}\n\n/**\n  * Function to check if the color needs converting to a \"color\" type\n  * if it is a string we cannot use other color manipulation functions\n  * It is used to create the sphinx-design colours as these are often interpolated\n  */\n// @param {String/Color} $color - Color definition from map\n// @return {Color} - Color type (in hex)\n@function check-color($color) {\n  @if meta.type-of($color) == string {\n    $color: from-hex($color);\n  }\n\n  @return $color;\n}\n\n/**\n  * Function to convert the string representation of a color to a color type (hex)\n  */\n// @param {String} $string - String representation of a color\n@function from-hex($string) {\n  $string-lower: string.to-lower-case($string);\n  $r: \"\";\n  $g: \"\";\n  $b: \"\";\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $length: string.length($string);\n  $max: if($length == 4, 1, 2);\n\n  // Check for length accuracy\n  @if $length != 4 and $length != 7 {\n    @return $string;\n  }\n\n  // Loop from the second character (omitting #)\n  @for $i from 2 through $length {\n    $c: string.slice($string-lower, $i, $i);\n\n    // If wrong character, return\n    @if not list.index($hex, $c) {\n      @return $string;\n    }\n\n    @if string.length($r) < $max {\n      $r: $r + $c;\n    } @else if string.length($g) < $max {\n      $g: $g + $c;\n    } @else if string.length($b) < $max {\n      $b: $b + $c;\n    }\n  }\n\n  @if $length == 4 {\n    $r: $r + $r;\n    $g: $g + $g;\n    $b: $b + $b;\n  }\n\n  @return rgb(hex-to-dec($r), hex-to-dec($g), hex-to-dec($b));\n}\n\n@function hex-to-dec($string) {\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $string: string.to-lower-case($string);\n  $length: string.length($string);\n  $dec: 0;\n\n  @for $i from 1 through $length {\n    $factor: 1 + (15 * ($length - $i));\n    $index: list.index($hex, string.slice($string, $i, $i));\n    $dec: $dec + $factor * ($index - 1);\n  }\n\n  @return $dec;\n}\n","// Style API docs from sphinx' autodoc / autosummary\n\n/*******************************************************************************\n* Styling for field lists\n*/\n\n/* grey highlighting of 'parameter' and 'returns' field */\ntable.field-list {\n  border-collapse: separate;\n  border-spacing: 10px;\n  margin-left: 1px;\n\n  th.field-name {\n    padding: 1px 8px 1px 5px;\n    white-space: nowrap;\n    background-color: var(--pst-color-surface);\n  }\n\n  /* italic font for parameter types */\n  td.field-body {\n    p {\n      font-style: italic;\n\n      > strong {\n        font-style: normal;\n      }\n    }\n\n    /* reduced space around parameter description */\n    blockquote {\n      border-left: none;\n      margin: 0 0 0.3em;\n      padding-left: 30px;\n    }\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary tables\n*/\n\n.table.autosummary {\n  // The first column (with the signature) should not wrap\n  td:first-child {\n    white-space: nowrap;\n  }\n}\n\n/* overriding basic.css to use our own monospace font */\n.sig {\n  font-family: var(--pst-font-family-monospace);\n}\n\n/* C++ specific styling - overriding the basic.css to avoid custom colors */\n\n.sig-inline.c-texpr,\n.sig-inline.cpp-texpr {\n  font-family: unset;\n}\n\n.sig.c .k,\n.sig.c .kt,\n.sig.cpp .k,\n.sig.cpp .kt {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .m,\n.sig.cpp .m {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .s,\n.sig.c .sc,\n.sig.cpp .s,\n.sig.cpp .sc {\n  color: var(--pst-color-text-base);\n}\n\n// addition\n\n// .sig.c .sig-name .n,\n// .sig.cpp .sig-name .n {\n//   color: var(--pst-color-inline-code);\n// }\n\n.sig-name {\n  color: var(--pst-color-inline-code);\n}\n\n.sig-param .o,\n.sig-param .default_value {\n  color: var(--pst-color-text-muted);\n  font-weight: normal;\n}\n\n// change target color for dark theme\ndt:target,\nspan.highlighted {\n  background-color: var(--pst-color-target);\n}\n\n.viewcode-back {\n  font-family: var(--pst-font-family-base);\n}\n\n.viewcode-block:target {\n  border-top: 1px solid var(--pst-color-border);\n  border-bottom: 1px solid var(--pst-color-border);\n  position: relative;\n  background-color: var(--pst-color-target);\n}\n\ndl > dt > a:has(.viewcode-link) {\n  // Sphinx applies a `float:right` rule to the .viewcode-line span, which\n  // exposes a browser glitch in the focus ring. It seems the browser creates\n  // two separate boxes, an empty box where the anchor element gets laid out and\n  // then another box around the anchor's contents that have been floated right.\n  // Firefox draws the focus ring around the empty anchor element box. Chrome\n  // draws two focus rings: one around the empty anchor and one around the\n  // floated-right element. To fix the glitch, we apply the float rule on the\n  // parent rather than the child.\n  float: right;\n\n  .viewcode-link {\n    float: none;\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary titles like \"parameters\" and \"returns\"\n*/\n\n// the API selector\n// from https://github.com/pradyunsg/furo/blob/main/src/furo/assets/styles/content/_api.sass#L6)\ndl[class]:not(.option-list, .field-list, .footnote, .glossary, .simple) {\n  // increase margin bottom after the dl elements\n  margin-bottom: 3rem;\n\n  dd {\n    margin-left: 2rem;\n\n    // Fix until this will be solved to Sphinx https://github.com/sphinx-doc/sphinx/issues/10815\n    & > dl.simple > dt {\n      display: flex;\n    }\n  }\n\n  dl.field-list {\n    display: grid;\n    grid-template-columns: unset;\n  }\n\n  dt.field-odd,\n  dt.field-even {\n    margin-top: 0.2rem;\n    margin-bottom: 0.1rem;\n    background-color: var(--pst-color-surface);\n  }\n}\n","/**\n * Code block styling\n * Note that we inherit a lot of styling from Bootstrap so not many rules here.\n */\n\n// General code block behavior\n// Unset bootstrap behavior\ndiv[class*=\"highlight-\"],\ndiv.highlight,\ndiv.literal-block-wrapper {\n  display: flex;\n  flex-direction: column;\n  width: unset;\n  border-radius: $admonition-border-radius;\n  break-inside: avoid;\n}\n\n// Code blocks with captions\n// There's a wrapper when the code block has a title\ndiv.literal-block-wrapper {\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  // This is where the title goes\n  div.code-block-caption {\n    margin: 0;\n    border-bottom: 1px solid var(--pst-color-border);\n    padding: 0.5rem;\n    font-size: 1rem;\n    font-weight: var(--pst-font-weight-caption);\n\n    a.headerlink {\n      font-size: inherit;\n    }\n  }\n\n  // Remove the upper border radius since we want it to connect with the title\n  // Remove the box shadow so the wrapper gets the shadow instead\n  div[class*=\"highlight-\"] {\n    margin: 0;\n    border-radius: 0;\n\n    pre {\n      border: none;\n      box-shadow: none;\n    }\n  }\n}\n\n/**\n * In-line code\n */\ncode.literal {\n  padding: 0.1rem 0.25rem;\n  background-color: var(--pst-color-surface);\n  border: 1px solid var(--pst-color-border);\n  border-radius: 0.25rem;\n}\n\na > code {\n  color: var(--pst-color-inline-code-links);\n}\n\n// Fix for Sphinx's \"highlight\" directive - this is an issue with our accessible pygments theme\n// and the colour we are using for the background of the code blocks.\nhtml[data-theme=\"light\"] .highlight .nf {\n  color: #0078a1 !important;\n}\n\n// Minimum opacity needed for linenos to be WCAG AA conformant\nspan.linenos {\n  opacity: 0.8 !important;\n}\n","figure > a,\nfigure > a > img,\nfigure > img,\nfigure > video {\n  display: block;\n  margin-left: auto;\n  margin-right: auto;\n}\n\nfigure {\n  a.headerlink {\n    // So that header link doesn't push caption to be off-center.\n    position: absolute;\n    font-size: inherit;\n  }\n\n  // Default headerlink hover doesn't trigger on figures\n  &:hover a.headerlink {\n    visibility: visible;\n  }\n\n  figcaption {\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-font-weight-caption);\n    color: var(--pst-color-text-muted);\n    margin-left: auto;\n    margin-right: auto;\n    margin-top: 0.3rem;\n    text-align: center;\n\n    & > p:last-child {\n      // Don't add extra margin to already existing figure bottom margin\n      margin-bottom: 0;\n    }\n\n    p {\n      text-align: start;\n      display: inline-block;\n    }\n\n    table.table {\n      width: fit-content;\n      margin-left: auto;\n      margin-right: auto;\n    }\n  }\n}\n","// For consistency, add bracket around footnotes/citations which are\n// cited more than once. E.g. [Newton](1,2) instead of Newton(1,2)\ndt.label > span.brackets:not(:only-child)::before {\n  content: \"[\";\n}\n\ndt.label > span.brackets:not(:only-child)::after {\n  content: \"]\";\n}\n\n// Make footnote as a superscript\na.footnote-reference {\n  vertical-align: super;\n  font-size: small;\n}\n\n// Docutils 0.18 uses an `aside.footnote` container with different internal structure\naside.footnote {\n  margin-bottom: 0.5rem;\n\n  &:last-child {\n    margin-bottom: 1rem;\n  }\n\n  span.label,\n  span.backrefs {\n    font-weight: bold;\n  }\n\n  &:target {\n    background-color: var(--pst-color-target);\n  }\n}\n","/**\n * Hacky fixes that don't fit cleanly into other sections\n */\n\n// Ensure user highlighting/selecting behaves properly\n// From https://stackoverflow.com/a/34372191\ntable.highlighttable td.linenos,\nspan.linenos,\ndiv.doctest > div.highlight span.gp {\n  /* gp: Generic.Prompt */\n  user-select: none;\n}\n","// Override bootstrap by restoring the basic theme default.\ndd {\n  margin-top: 3px;\n  margin-bottom: 10px;\n  margin-left: 30px;\n}\n\nol,\nul {\n  padding-inline-start: 2rem;\n\n  li > p:first-child {\n    margin-bottom: 0.25rem;\n    margin-top: 0.25rem;\n  }\n}\n","// GitHub blockquote style\nblockquote {\n  padding: 1em;\n  color: var(--pst-color-text-muted);\n  border-left: 0.25em solid var(--pst-color-blockquote-notch);\n  border-radius: $admonition-border-radius;\n  position: relative;\n\n  p {\n    color: var(--pst-color-text-base);\n  }\n\n  // remove padding from included line-block to avoid duplication\n  .line-block {\n    margin: 0;\n  }\n\n  // remove margin bottom for the last p\n  p:last-child {\n    margin-bottom: 0;\n  }\n\n  @include legacy-backdrop-placeholder;\n\n  background-color: var(--pst-color-surface);\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n\n  // hack to make the text in the blockquote selectable\n  &::before {\n    z-index: -1;\n  }\n}\n","/**\n * Span-level styling within content\n */\n\nspan.guilabel {\n  border: 1px solid var(--pst-color-info);\n  font-size: 80%;\n  font-weight: 700;\n  border-radius: 4px;\n  padding: 2.4px 6px;\n  margin: auto 2px;\n  position: relative;\n\n  @include legacy-backdrop-placeholder;\n\n  background-color: var(--pst-color-info-bg);\n}\n\na.reference.download::before {\n  content: var(--pst-icon-download);\n  font: var(--fa-font-solid);\n  font-size: 0.8em;\n  padding: 0 0.25em;\n  color: var(--pst-color-text-muted);\n}\n","/**\n * Tables\n */\n\n// ensure table will fit in the article width and make them y-scrollable\ntable {\n  @include table-colors;\n\n  // default to table-center\n  margin-left: auto;\n  margin-right: auto;\n\n  &.table-right {\n    margin-right: 0;\n  }\n\n  &.table-left {\n    margin-left: 0;\n  }\n}\n\n// customize table caption from bootstrap\n// to display them on top and centered\ntable caption {\n  text-align: center;\n  caption-side: top;\n  color: var(--pst-color-text-muted);\n}\n\n// MyST Markdown tables use these classes to control alignment\nth,\ntd {\n  &.text-left {\n    text-align: left;\n  }\n\n  &.text-right {\n    text-align: right;\n  }\n\n  &.text-center {\n    text-align: center;\n  }\n}\n\n// override bootstrap table colors\n.table {\n  @include table-colors;\n\n  --bs-table-bg: transparent; // background\n  --bs-table-color: var(\n    --pst-color-text-base\n  ); // ensure text and bullets are visible\n}\n\n.pst-scrollable-table-container {\n  // Put a horizontal scrollbar just below tables that are too wide to fit\n  // within the main column\n  overflow-x: auto;\n}\n","/**\n * Style the toctree component in pages (avoid modifying the navbars)\n */\n.toctree-wrapper {\n  p.caption {\n    font-size: 1.5em;\n    margin-bottom: 0;\n  }\n\n  & > ul {\n    padding-left: 0;\n  }\n\n  li[class^=\"toctree-l\"] {\n    list-style: none;\n    margin-bottom: 0.2em;\n\n    & > a {\n      list-style: none;\n      font-size: 1.1em;\n    }\n\n    & > ul {\n      list-style: none;\n      padding-inline-start: 1.5em;\n    }\n  }\n\n  // slightly bigger font for l1\n  .toctree-l1 > a {\n    font-size: 1.3em;\n  }\n}\n\ndiv.topic.contents,  // Docutils <= 0.17\nnav.contents  // Docutils >= 0.18\n{\n  // Style similarly to toctree\n  ul.simple {\n    list-style: none;\n    padding-left: 0;\n  }\n}\n","/**\n * Mathematics via MathJax.\n *\n * This is designed for MathJax v3\n * ref: https://www.sphinx-doc.org/en/master/usage/extensions/math.html#module-sphinx.ext.mathjax\n */\n\n// Applies to all math elements\nspan.math,\ndiv.math {\n  align-items: center;\n  display: flex;\n  max-width: 100%;\n\n  // This will be over-ridden for the y-direction and divs\n  overflow: hidden;\n}\n\n// Inline-only\nspan.math {\n  display: inline-flex;\n}\n\n// Block-level only\ndiv.math {\n  gap: 0.5em;\n\n  // So that the eqno shows up after the equation\n  flex-direction: row-reverse;\n\n  // The equation number / link\n  span.eqno a.headerlink {\n    position: relative;\n    font-size: 1em;\n  }\n\n  // The math container\n  mjx-container {\n    flex-grow: 1;\n    padding-bottom: 0.2rem;\n    overflow: auto;\n\n    // Set height to 0 so that it does not cause scrollbars to appear\n    // ref: https://github.com/mathjax/MathJax/issues/2521\n    mjx-assistive-mml {\n      height: 0;\n    }\n  }\n}\n","/**\n * ABlog\n * ref: https://ablog.readthedocs.io/\n */\n\n/**\n * Sidebar template components\n */\n.ablog-sidebar-item {\n  h2,\n  h3 {\n    font-size: var(--pst-sidebar-header-font-size);\n\n    // Remove unnecessary vertical whitespace\n    margin-top: 0.5rem;\n\n    // The headers are all links, but this makes them hard to parse\n    // So we change the colors to make them look like headers\n    a {\n      color: var(--pst-color-text-base);\n    }\n  }\n\n  ul {\n    // No bullet points for the primary sidebar items\n    list-style: none;\n    padding-left: 0;\n\n    // Otherwise a scrollbar randomly shows up\n    overflow-y: hidden;\n\n    // List of recent post items\n    display: flex;\n    flex-direction: column;\n    gap: 0.5em;\n    margin-bottom: 0;\n\n    // The ablog cloud should move horizontally\n    &.ablog-cloud {\n      flex-flow: row wrap;\n      gap: 0.5rem;\n\n      // Vertical-align tag clouds\n      li {\n        // Center the tag cloud items\n        display: flex;\n        align-items: center;\n      }\n    }\n  }\n}\n\n/**\n * Previous / next buttons at the bottom\n */\n.ablog__prev-next {\n  font-size: 1.2em;\n  display: flex;\n  padding: 1rem 0;\n\n  // The bottom previous / next arrows\n  > span {\n    // To ensure that the whole thing fits on one line even if there are long titles\n    display: flex;\n    max-width: 45%;\n\n    // Links within each span have the collection of icon + text\n    a {\n      display: flex;\n      align-items: center;\n      margin-left: auto;\n      gap: 1rem;\n      line-height: 1.5rem;\n\n      i::before {\n        color: var(--pst-color-text-base);\n      }\n    }\n  }\n\n  // The first span is for the previous page and aligns to the left\n  span.ablog__prev {\n    i.fa-arrow-circle-left::before {\n      content: var(--pst-icon-angle-left);\n    }\n  }\n\n  // The second span is just an empty space so we remove it because we're\n  // positioning with flex\n  span.ablog__spacer {\n    display: none;\n  }\n\n  // The third span is aligned to the right\n  span.ablog__next {\n    margin-left: auto;\n    text-align: right;\n\n    i.fa-arrow-circle-right::before {\n      content: var(--pst-icon-angle-right);\n    }\n  }\n}\n\n/**\n * {postlist} directive and posts page\n */\n.ablog__collection,\n.postlist {\n  padding-left: 0;\n\n  .ablog-post {\n    list-style: none;\n\n    // Post metadata tags (author, links ,etc) should be a bit smaller\n    .ablog-archive {\n      display: flex;\n      flex-flow: row wrap;\n      gap: 1rem;\n      list-style: none;\n      font-size: 0.75rem;\n      padding-left: 0;\n    }\n\n    // Title line should be a bit bigger and bold to stand out\n    .ablog-post-title {\n      margin-top: 0;\n      font-size: 1.25rem;\n\n      a {\n        font-weight: bold;\n      }\n    }\n\n    // Read more button should be a bit bigger\n    .ablog-post-expand {\n      margin-bottom: 0.5rem;\n    }\n  }\n}\n","/**\n * Special cases for Bootstrap functionality\n */\n\n// Bootstrap adds margin to their general container class. However, sphinx/docutils\n// can also generate output with the container class, but in those cases we should\n// not add the margin from bootstrap. Same for max-width.\n.docutils.container {\n  padding-left: unset;\n  padding-right: unset;\n  margin-left: unset;\n  margin-right: unset;\n  max-width: unset;\n  width: unset;\n}\n\n.btn {\n  --bs-btn-focus-box-shadow: #{$btn-focus-box-shadow};\n}\n","/**\n * Sphinx Copybutton\n * ref: https://sphinx-copybutton.readthedocs.io/\n */\n\ndiv.highlight button.copybtn {\n  // Nicer spacing\n  display: flex;\n  align-items: center;\n  justify-content: center;\n\n  // Don't over-ride the success color\n  &:not(.success) {\n    color: var(--pst-color-muted);\n  }\n\n  border: none;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    &:not(.success) {\n      color: var(--pst-color-text);\n      background-color: var(--pst-color-shadow);\n    }\n  }\n\n  // Tooltip styling\n  &.o-tooltip--left::after {\n    color: var(--pst-color-text);\n    background-color: var(--pst-color-surface);\n  }\n\n  &:focus {\n    // For keyboard users, make the copy button visible when focussed.\n    opacity: 1;\n  }\n\n  &:focus-visible {\n    outline: $focus-ring-outline;\n  }\n}\n\ndiv.highlight:has(button.copybtn) {\n  // Make sure the code block has enough height for the copy button.\n  // Sphinx-copybutton sets 0.3em top offset plus 1.7em height:\n  // https://github.com/executablebooks/sphinx-copybutton/blob/master/sphinx_copybutton/_static/copybutton.css\n  min-height: 2em;\n}\n","// adapt ethical ad to the theme\n#ethical-ad-placement {\n  .ethical-sidebar a,\n  .ethical-sidebar a:visited,\n  .ethical-sidebar a:hover,\n  .ethical-sidebar a:active,\n  .ethical-footer a,\n  .ethical-footer a:visited,\n  .ethical-footer a:hover,\n  .ethical-footer a:active {\n    color: var(--pst-color-text-base);\n  }\n\n  .ethical-sidebar,\n  .ethical-footer {\n    background-color: var(--pst-color-background);\n    border: 1px solid var(--pst-color-border);\n    border-radius: 5px;\n    color: var(--pst-color-text-base);\n    font-size: 14px;\n    line-height: 20px;\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/******************************************************************************\n * Jupyter Sphinx\n */\n\n.bd-content div.jupyter_container {\n  // We don't want borders around the whole container, just around code cells\n  border: none;\n  background-color: unset;\n  box-shadow: none;\n\n  // Code cells should have the same style as our other code objects\n  div.output,\n  div.highlight {\n    border-radius: 0.25rem;\n  }\n\n  div.highlight {\n    background-color: var(--pst-color-surface);\n  }\n\n  // Ensure the style is the same as our code cells. Jupyter Sphinx makes it tiny.\n  .cell_input,\n  .cell_output {\n    border-radius: 0.25rem;\n\n    pre {\n      padding: 1rem;\n    }\n  }\n}\n","/**\n * Special-cases for packages in the PyData ecosystem\n */\n\n// xarray output display in bootstrap\n.xr-wrap[hidden] {\n  display: block !important;\n}\n\n// ipywidgets\n.jp-OutputArea-output.lm-Widget {\n  // override overflow:hidden rule from Lumino (.lm-Widget) to allow scrolling\n  overflow: auto;\n}\n","/*******************************************************************************\n * Special-cases for the sphinx-design library, mainly to make it compatible\n * with the dark/light themes of pydata-sphinx-theme.\n *\n * NOTE: sphinx-design uses !important quite liberally, so here we must do the\n * same for our overrides to have any effect.\n */\n@use \"../variables/color\" as pst-color;\n@use \"sass:color\";\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:string\";\n\n/*******************************************************************************\n  * Color and variables\n  *\n  * This is a list of the semantic color names from sphinx-design (we only\n  * need to override variables that sphinx-design has actually defined).\n  * https://github.com/executablebooks/sphinx-design/blob/9226a12a/style/_colors.scss#L31-L43\n  */\n$sd-semantic-color-names: (\n  \"primary\",\n  \"secondary\",\n  \"success\",\n  \"info\",\n  \"warning\",\n  \"danger\",\n  \"light\",\n  \"muted\",\n  \"dark\",\n  \"black\",\n  \"white\"\n);\n\n/**\n  * Here we create some extra --pst-color-* variables and use\n  * them to override the value of the corresponding sphinx-design variables.\n  * This is easier than re-writing the sphinx-design rules. Even easier would be\n  * directly assigning our values to the --sd-color-* variables, but then our\n  * downstream users couldn't override *our* colors and have it affect buttons\n  * and badges.\n  *\n  * First, define the extra keys needed to cover the full range of semantic\n  * color names used in sphinx-design, then merge them with the names we\n  * already define for our own needs.\n  * see https://sphinx-design.readthedocs.io/en/latest/css_variables.html\n  */\n$extra-semantic-colors: (\n  \"white\": $foundation-white,\n  \"light\": (\n    light: $foundation-light-gray,\n    bg-light: color.scale($foundation-light-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-light-gray, $lightness: -30%),\n  ),\n  \"muted\": (\n    light: $foundation-muted-gray,\n    bg-light: color.scale($foundation-muted-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-muted-gray, $lightness: -30%),\n  ),\n  \"dark\": $foundation-dark-gray,\n  \"black\": $foundation-black,\n);\n$all-colors: map.merge($pst-semantic-colors, $extra-semantic-colors);\n\n@mixin create-sd-colors($value, $name) {\n  // define the pst variables, so that downstream user overrides will work\n  --pst-color-#{$name}: #{$value};\n\n  // we are now using a11y-combination to calculate the text color - this is based\n  // on the WCAG color contrast guidelines\n  --pst-color-#{$name}-text: #{a11y-combination($value)};\n\n  // TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --pst-color-#{$name}-highlight: #{color.adjust($value, $lightness: -15%)};\n\n  // override the sphinx-design variables\n  --sd-color-#{$name}: var(--pst-color-#{$name});\n  --sd-color-#{$name}-text: var(--pst-color-#{$name}-text);\n\n  // TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --sd-color-#{$name}-highlight: var(--pst-color-#{$name}-highlight);\n}\n\n// Now we override the --sd-color-* variables.\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    // check if this color is defined differently for light/dark\n    @each $name in $sd-semantic-color-names {\n      $definition: map.get($all-colors, $name);\n\n      @if meta.type-of($definition) == map {\n        @each $key, $value in $definition {\n          @if string.index($key, $mode) {\n            // since now we define the bg colours in the semantic colours and not\n            // by changing opacity, we need to check if the key contains bg and the\n            // correct mode (light/dark)\n            @if string.index($key, \"bg\") {\n              --sd-color-#{$name}-bg: #{$value};\n\n              // create local variable\n              $value: check-color($value);\n\n              --sd-color-#{$name}-bg-text: #{a11y-combination($value)};\n            } @else {\n              $value: check-color($value);\n\n              @include create-sd-colors($value, $name);\n            }\n          }\n        }\n      } @else {\n        $value: map.get($all-colors, $name);\n\n        @include create-sd-colors($value, $name);\n      }\n    }\n  }\n}\n\n// Make sure the color border variables are set using our variables\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    --sd-color-card-border: var(--pst-color-border);\n  }\n}\n\n/*******************************************************************************\n  * shadows\n  */\nhtml[data-theme=\"light\"] {\n  .sd-shadow-xs,\n  .sd-shadow-sm,\n  .sd-shadow-md,\n  .sd-shadow-lg {\n    @include box-shadow;\n  }\n}\n\n/*******************************************************************************\n  * cards\n  */\n\n.bd-content .sd-card {\n  border: 1px solid var(--pst-color-border);\n\n  // TODO - --pst-color-panel-background is not defined... where is this coming from?\n  .sd-card-header {\n    background-color: var(--pst-color-panel-background);\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-footer {\n    background-color: var(--pst-color-panel-background);\n    border-top: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-body {\n    background-color: var(--pst-color-panel-background);\n  }\n\n  // Focus ring for link-cards\n  .sd-stretched-link:focus-visible {\n    // Don't put the focus ring on the <a> element (it has zero height in Sphinx Design cards)\n    outline: none;\n\n    // Put the focus ring on the <a> element's ::after pseudo-element\n    &::after {\n      outline: $focus-ring-outline;\n      border-radius: 0.25rem; // copied from Sphinx Design CSS for .sd-card\n    }\n  }\n\n  &.sd-card-hover:hover {\n    border-color: var(--pst-color-link-hover);\n  }\n}\n\n/*******************************************************************************\n  * tabs\n  */\n\n.bd-content .sd-tab-set {\n  > input {\n    // Active tab label\n    &:checked + label {\n      border-style: solid solid none;\n      border-color: var(--pst-color-primary) var(--pst-color-primary)\n        transparent; // top LR bottom\n\n      border-width: 0.125rem 0.125rem 0;\n      border-radius: 0.125rem 0.125rem 0 0;\n      background-color: var(--pst-color-on-background);\n      transform: translateY(0.125rem);\n      color: var(--pst-color-primary);\n    }\n\n    &:focus-visible + label {\n      border: 0.125rem solid var(--pst-color-accent);\n      border-radius: 0.125rem;\n      background-color: var(--pst-color-accent-bg);\n      color: var(--pst-color-on-surface);\n    }\n\n    // Hover label\n    &:not(:checked, :focus-visible) + label:hover {\n      border-color: transparent;\n      color: var(--pst-color-secondary);\n    }\n  }\n\n  // Tab label\n  > label {\n    color: var(--pst-color-on-surface);\n    border: 0.125rem solid transparent;\n    border-radius: 0.125rem 0.125rem 0 0;\n    background-color: var(--pst-color-surface);\n    padding: 0 0.75em;\n    margin-inline-end: 0.25rem;\n    line-height: 1.95;\n\n    html[data-theme=\"dark\"] & {\n      background-color: var(--pst-color-on-background);\n    }\n  }\n\n  // panel\n  .sd-tab-content {\n    border: 0.125rem solid var(--pst-color-primary);\n    border-radius: 0.1875rem;\n    box-shadow: unset;\n    padding: 0.625rem;\n    background-color: var(--pst-color-on-background);\n  }\n}\n\n/*******************************************************************************\n* Dropdowns\n*/\n\ndetails.sd-dropdown {\n  // Remove all borders to over-ride SD behavior, and we'll add our own later\n  border: 0 !important;\n\n  // Drop shadow should behave same as admonitions\n  @include box-shadow;\n\n  // Header is where the \"clickable\" box goes\n  summary.sd-card-header {\n    border: 0 !important;\n    display: flex;\n    align-items: center;\n    position: relative; // So background color works\n    font-weight: 600;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n\n    // Set a variable that we can re-use for colors later\n    // We must set this in the current and content sibling container\n    // so that it is defined in both places\n    --pst-sd-dropdown-color: var(--pst-gray-500);\n    --pst-sd-dropdown-bg-color: var(--pst-color-surface);\n\n    & + div.sd-summary-content {\n      border: 0;\n\n      --pst-sd-dropdown-color: var(--sd-color-card-border);\n    }\n\n    @each $name in $sd-semantic-color-names {\n      &.sd-bg-#{$name} {\n        --pst-sd-dropdown-color: var(--sd-color-#{$name});\n        --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n\n        // Otherwise it won't be defined in the sibling element\n        & + div.sd-summary-content {\n          --pst-sd-dropdown-color: var(--sd-color-#{$name});\n          --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        }\n      }\n      &.sd-bg-text-#{$name} {\n        // Use the WCAG conformant text color\n        color: var(--sd-color-#{$name}-bg-text) !important;\n      }\n    }\n\n    @include legacy-backdrop-placeholder;\n\n    background-color: var(--pst-sd-dropdown-bg-color) !important;\n\n    // Add a left border with the same structure as our admonitions\n    border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n\n    // stylelint-disable-next-line no-duplicate-selectors\n    & + div.sd-summary-content {\n      border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n      border-bottom-left-radius: calc(0.25rem - 1px);\n      background-color: var(--pst-color-on-background);\n    }\n\n    span.sd-summary-icon {\n      display: inline-flex;\n      align-items: center;\n      color: var(--pst-sd-dropdown-color) !important;\n\n      svg {\n        opacity: 1;\n      }\n    }\n\n    // Positioning of the caret\n    .sd-summary-up,\n    .sd-summary-down {\n      top: 0.7rem;\n    }\n\n    // Focus ring\n    &:focus-visible {\n      outline: $focus-ring-outline;\n      outline-offset: -$focus-ring-width;\n    }\n  }\n}\n\n/*******************************************************************************\n* Buttons (which in Sphinx Design are actually links that look like buttons)\n* ref: https://sphinx-design.readthedocs.io/en/pydata-theme/badges_buttons.html#buttons\n*/\nhtml {\n  .sd-btn {\n    min-width: 2.25rem;\n    padding: 0.3125rem 0.75rem 0.4375rem; // 5px 12px 7px\n\n    &:hover {\n      @include link-style-hover; // override Sphinx Design\n\n      text-decoration-thickness: 1px;\n    }\n  }\n\n  @each $name in $sd-semantic-color-names {\n    .sd-btn-#{$name},\n    .sd-btn-outline-#{$name} {\n      &:focus-visible {\n        // Override Sphinx Design's use of -highlight colors. The -highlight\n        // colors are 15% darker, so this would create the effect of darkening\n        // the button when focused but we just want the button to have a focus\n        // ring of the same (non-highlight) color.\n        background-color: var(--sd-color-#{$name}) !important;\n        border-color: var(--sd-color-#{$name}) !important;\n        outline: var(--sd-color-#{$name}) solid $focus-ring-width;\n        outline-offset: $focus-ring-width;\n      }\n    }\n  }\n}\n","/**\n * Sphinx togglebutton\n */\n\n.bd-content {\n  @mixin chevron-down {\n    .toggle-chevron-right {\n      transform: rotate(90deg); // point chevron down\n      transition: none; // match non-animated behavior of other chevrons on site\n    }\n  }\n\n  @mixin chevron-up {\n    .toggle-chevron-right {\n      transform: rotate(-90deg); // point chevron up\n      transition: none; // match non-animated behavior of other chevrons on site\n    }\n  }\n\n  // Admonition toggles\n  .admonition {\n    button.toggle-button {\n      color: inherit;\n\n      // When disclosure widget is closed\n      &.toggle-button-hidden {\n        @include chevron-down;\n      }\n\n      // When open\n      @include chevron-up;\n    }\n\n    // Focus ring\n    // ----------\n    // Sphinx-togglebutton makes the entire admonition header clickable, but\n    // only the button within the header is focusable. We want the entire\n    // clickable area to be surrounded with a focus ring, so that's why we use\n    // the :focus-within selector, rather than a :focus-visible selector on the\n    // button.\n    &:focus-within {\n      overflow: visible;\n\n      // The complicated focus ring styles here are a consequence of the markup\n      // and border styles for this particular admonition class. (For the other\n      // type of admonition on this site, the focus ring style is achieved with\n      // simple `outline` and `outline-offset` rules on the admonition's\n      // header.) The problem is that Sphinx-togglebutton puts the admonition's\n      // left border on the outermost container (rather than separately setting\n      // the left border on the container's children). This makes it complicated\n      // to get the focus ring to simultaneously cover the left border in the\n      // header and align perfectly on the right with the body.\n      .admonition-title:focus-within::before {\n        content: \"\";\n        transform: translateX(\n          -$admonition-left-border-width\n        ); // align left edges of admonition and ring\n\n        width: calc(100% + $admonition-left-border-width); // align right edges\n        height: 100%;\n        border: $focus-ring-outline;\n        border-radius: $focus-ring-width;\n      }\n\n      // When expanded, sharpen the bottom left and right corners of the focus ring\n      &:not(.toggle-hidden) .admonition-title:focus-within::before {\n        border-bottom-left-radius: 0;\n        border-bottom-right-radius: 0;\n      }\n    }\n  }\n\n  // Details buttons\n  details.toggle-details {\n    // Over-ride border color to re-use our primary color\n    summary {\n      border-left: 3px solid var(--pst-color-primary);\n\n      @include chevron-down;\n    }\n\n    // When expanded, sharpen the bottom left and right corners of the focus ring\n    &[open] {\n      @include chevron-up;\n\n      :focus-visible {\n        border-bottom-left-radius: 0;\n        border-bottom-right-radius: 0;\n      }\n    }\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries to display pre-executed notebooks.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/*******************************************************************************\n * nbsphinx\n */\nhtml div.rendered_html,\n// NBsphinx ipywidgets output selector\nhtml .jp-RenderedHTMLCommon {\n  // Add some margin around the element box for the focus ring. Otherwise the\n  // focus ring gets clipped because the containing elements have `overflow:\n  // hidden` applied to them (via the `.lm-Widget` selector)\n  margin: $focus-ring-width;\n\n  table {\n    table-layout: auto;\n  }\n}\n\n.bd-content .nboutput {\n  .output_area {\n    &.rendered_html,\n    .jp-RenderedHTMLCommon {\n      // pandas\n      table.dataframe {\n        @include table-colors;\n      }\n    }\n\n    // Dark theme special-cases\n    html[data-theme=\"dark\"] & {\n      &.rendered_html:not(:has(table.dataframe)),\n      // ipywidgets\n      .widget-subarea {\n        @include cell-output-background;\n      }\n\n      &.stderr {\n        background-color: var(--pst-color-danger);\n      }\n    }\n  }\n}\n\n// Add extra padding to the final item in an nbsphinx container\ndiv.nblast.container {\n  margin-bottom: 1rem;\n}\n\n/*******************************************************************************\n * myst NB\n */\n\ndiv.cell_output .output {\n  max-width: 100%;\n  overflow-x: auto;\n}\n\n.bd-content div.cell_output {\n  // pandas\n  table.dataframe {\n    @include table-colors;\n  }\n\n  html[data-theme=\"dark\"] & {\n    img,\n    .text_html:not(:has(table.dataframe)),\n    // ipywidgets\n    .widget-subarea {\n      @include cell-output-background;\n    }\n  }\n}\n\n// Prevent tables from scrunching together\n.bd-content {\n  div.cell_input {\n    display: flex;\n    flex-direction: column;\n    justify-content: stretch;\n  }\n\n  div.cell_input,\n  div.output {\n    border-radius: $admonition-border-radius;\n  }\n\n  div.output {\n    table {\n      table-layout: auto;\n    }\n  }\n}\n","/**\n * style for the various mapping libs based on leaflet (folium, geemap, ipyleaflet)\n * mainly ensure the good display of the maps in both themes and avoid the customization\n * of the tiles\n */\n\n/**\n * avoid border override from pydata-sphinx-theme\n * minimal selctor to get the priority\n */\nhtml[data-theme=\"dark\"] .bd-content img.leaflet-tile.leaflet-tile-loaded {\n  border-radius: 0;\n  padding: 0;\n}\n","/**\n * /search.html page special-cases\n */\n\n.bd-search-container {\n  /*******************************************\n  * Search results\n  */\n  // Whitespace\n  div#search-results {\n    > h2 {\n      font-size: var(--pst-font-size-icon);\n      margin-top: 1rem;\n    }\n\n    p.search-summary {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  ul.search {\n    margin: 0;\n    list-style: none;\n\n    li {\n      background-image: none;\n      padding: 1rem 0;\n      margin: 1rem 0;\n      border-top: 1px solid var(--pst-color-text-muted);\n\n      // First link is the page title, it should be a bit bigger\n      > a {\n        font-size: 1.2em;\n      }\n\n      div.context,\n      p.context {\n        color: var(--pst-color-text-base);\n        margin: 0.5em 0 0;\n\n        // Add a # before page section titles to make it clear they are sections\n        a::before {\n          content: \"#\";\n          padding-right: 0.2em;\n          color: var(--pst-color-text-muted);\n        }\n      }\n    }\n  }\n}\n"],"names":[],"sourceRoot":""}
\ No newline at end of file
+{"version":3,"file":"styles/pydata-sphinx-theme.css","mappings":"AAAA,KCAA,wBAOE,+DACA,+BCRF,yBAME,0BAGA,wBACA,2BACA,0BACA,2BACA,0BACA,6BAGA,+BAGA,sCACA,sCACA,qCACA,yCAGA,8BAGA,8BACA,uKAIA,6HAGA,0DAEA,6DACA,qECxCF,2BAME,4BAGA,2BACA,oCACA,kCACA,4BACA,yBACA,wBACA,0BACA,2BACA,6BACA,4BACA,sBACA,sBACA,qBACA,oBACA,sBACA,8BCxBF,kDAKE,uDACA,mEACA,mEACA,mEACA,kEACA,yDACA,qDACA,oDACA,mEACA,oDACA,mDCfF,qEAKE,oEACA,sEACA,0ECPF,mCACE,yDLQA,CKPA,KAGF,4CACE,CJsCiB,gCIlCjB,CACA,YACA,uBANA,uCACA,gBACA,iBJoCiB,CIlCjB,gBAGA,+BAGA,4CACE,GAKF,cADF,qBAEE,UAGA,+CACE,YAGF,iBACE,GAIJ,oBCkCE,4BACA,0BAvCA,4CApByB,8BAKH,SA0DtB,iCACE,CAnD8B,8BAmD9B,iDA1BA,CAiCA,mBAIF,2BACE,iBAEA,iCACE,cDnDJ,gCACE,CACA,cACA,CACA,gBACA,CAJA,UACA,CACA,aACA,CACA,oBACA,4BACA,iBACA,oBAEA,SACE,iCAOF,iCACE,2BACA,oBACA,iBAIJ,8BACE,iBAGF,8BACE,mBAKF,0CACA,2CACA,kBAHF,wBAIE,IAMA,iCACA,CAJF,YAKE,OADA,8BAQA,CAPA,GAGF,iCAIE,IAGF,iCAIE,OADA,8BAQA,CAPA,GAGF,iCAIE,IAGF,iCAIE,OADA,gCAQA,CAPA,GAGF,iCAIE,mBAGF,oCAEE,IAGF,QACE,6CACA,mBAGF,4CAIE,KAGF,+CAEE,kCACA,oBAGA,wCACE,CAEA,+CAFA,cACA,oBAEA,MAIJ,kCACE,KAKA,yCACA,CAEA,wCACA,sBAHA,gCACA,kBACA,CALF,cACE,aL/HyB,cKuIzB,UAEE,mBACA,kBAYF,2CACA,aAFA,qCACA,CALA,YACA,CACA,SACA,CEg8BkC,cFn8BlC,CACA,QACA,CACA,yBACA,CANF,YASE,+BAEA,sBAGE,wBAMA,sCACA,CCnJA,iCAWF,CDwIE,sCAJF,yBCjKA,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAoChC,6BDuIE,CCxLuB,6BD0LvB,gCAGF,eACE,+CG5KiB,yCH8KjB,wBGrLe,gBAOE,gBHwLrB,8CAEE,YI3MA,yCACA,CFqmCkC,+CElmClC,CAPA,MACA,CAGA,aACA,CAPF,cACE,CAEA,OACA,kBACA,CAJA,KACA,CAOA,2BAGA,uCALA,YAMA,yBAEA,uBACE,cAGF,6CAEE,4BAEA,qBCgFe,eC7GjB,YACA,CAFF,WACE,CACA,sBACA,oCAEA,YACE,gBAIJ,UACE,yBCoDE,eDrDJ,eXYwB,6BatBxB,QAGE,gBACA,kCAIA,gCAEA,2BAVF,eAWI,qDASF,kBACA,CAHA,YACA,CAEA,sBACA,CAPF,eAEE,CAMA,oBAJA,iBACA,CAEA,iBACA,CANA,UAOA,4BDoDE,mDC7DJ,gBAaI,yDAGF,eACE,SACA,wDAIF,wCACE,0HC7BA,wCDoCmB,sCAEX,qBALV,+FCjCE,CDoCmB,kCAOnB,sIAEA,kDARyB,kFACjB,sJAaR,8CACE,wBLvCa,yBK8CnB,8CACE,4BAGF,2CACE,UEpEA,YACA,CAFA,qBACA,CAFF,WACE,CAEA,WACA,sBAEA,YACE,CACA,YADA,sBAEA,4CAGE,YACA,sBACA,CAHF,qBACE,CAOA,cACA,gBACA,cAPA,UAQA,0BHsCF,uDGjCM,kBAHJ,kBAII,aC9BR,6CADF,UAEE,8BAEA,YACE,YACA,CACA,YADA,YAEA,gGAGF,YAGE,sBACA,CAEA,YAFA,SACA,uBAEA,kCAGF,iBACE,+BAGF,cACE,2BAIF,eACE,oBC/BJ,eACE,0CAEA,YACE,sBACA,0CCJF,YACE,sBACA,gBACA,YX0mCgC,yDY/lClC,sDACA,CAGA,uBADA,eACA,CAFA,SACA,CATF,eACE,MACA,CAKA,UACA,CANA,YASA,8BAGE,kBACA,CAFF,YACE,CACA,kBACA,kBACA,mBACA,2BAGF,qBnBMkB,yBmBEhB,mBADA,YACA,CAHF,+BACE,oCAGA,iCAIF,YACE,cACA,yBPkBA,gCOpBF,eAKI,YACA,oBACA,sHAOF,kBACA,CAJF,YAGE,CACA,cACA,UAGA,8EAGF,eAEE,wCAIF,aACE,CACA,UADA,iBAEA,sCAGF,mBAEE,0BAIF,YACE,yBPrBA,yBOoBF,oBAKI,uCAGF,iBACE,gDAEA,iCb0FJ,CAIA,mBAJA,iBavFM,uDbkGJ,4BACA,CALF,UACE,cACA,CACA,OACA,CACA,yCAGE,kCANF,iBAOE,sDAIJ,gCACE,qBACA,6DACA,sEAEI,8DAON,eACE,0CACA,mBACA,wDatHI,8BACE,+DAGA,gDACE,+CAKN,iBACE,sDAEA,kBACE,gEAGF,qBnBlFY,kCmBoFV,8EAEA,iDXhGc,sEWqGZ,qDACA,kCAFF,oBAIE,sDAMR,iCbpCF,qBACA,4DAEA,iCACE,0BAzEF,CAPgC,8BAOhC,2CApByB,CAKH,iDAQU,CAbP,6BAsCvB,2Ca8FI,YADF,aAEE,iDb/FJ,kCaiGI,yBbnHN,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAbP,6BAiDzB,mDa8FM,+CACA,CZw9B4B,wCY19B5B,mDACA,CAEA,cACA,iBAFA,eACA,CALF,YAOE,kEAEA,qBAGE,4FAGA,wBACE,gFAGF,UACE,8DAKJ,YACE,kCAcN,wBACA,CAHA,4BACA,CAFF,mCACE,CACA,eACA,CACA,aACA,kCAGF,iBACE,yBPtIA,iCOqIF,YAII,qCAIJ,gBACE,0BP9IA,mCO6IF,YAII,0BPjJF,kCOwJF,oBACE,YAIJ,eAME,iBbjLE,kCa4KF,yBb9LA,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAbP,6BAiDzB,8BayKE,qCACA,CAFF,yBACE,CACA,eACA,iBACA,mCAIJ,eACE,iBACA,sBACA,4BAIF,gBACE,yBPrLE,2BOoLJ,YAII,gCAKJ,YACE,yBP9LE,8BO6LJ,YAII,yBChQJ,YACE,gBACA,6CAIE,wCADF,2CAEE,uGAKA,iBACA,CAHF,YAEE,CACA,SACA,mDAGF,gBACE,qBCCF,4CACA,CAFA,8CACA,CAZF,YACE,CAKA,aCkBE,CDvBF,qBACA,CAYA,8CAZA,QACA,kDACA,CASA,eACA,CCWE,sBDdF,CAPA,eACA,6BACA,CCkBE,SDTF,yBTyCE,oBSxDJ,sCAkBI,qCAGF,qBrBQkB,+BqBHlB,6CACE,gCAGF,cACE,yBTyBA,iCStBF,YAEI,8FAKJ,gCAIE,+IAKA,eACE,2CAKJ,YACE,sBACA,wEAIE,gCACA,CAFA,6CACA,CAFF,iDACE,CAEA,mBACA,qEAMA,YACE,6EAQA,wBACA,CAFA,WACA,CALF,YACE,sBACA,CAIA,kBAHA,QACA,CAFA,SAKA,mMAGE,sBAKE,uFAQJ,eACE,+Cb5EW,wBAPF,yEa2Ff,YACE,sBACA,sEAKA,kBACA,CAFF,YACE,CACA,QACA,yBT3DF,sDS+DE,oDAIJ,4CAEE,yBTrEA,kDSmEF,eAKI,kDAKF,kBADF,eAEE,mCAGF,eACE,eACA,8EAWM,qBAFA,YACA,CAHA,WACA,CAEA,6BACA,CALF,iBACE,CACA,UAIA,8FAEA,aAGE,+GAIA,cACE,qCAQZ,iBAGE,6FAEA,kCAEE,mBAIA,qDAIA,eAEE,6EAEA,YACE,mEAIF,YACE,mFAEA,8Cb9KW,yBagLT,qEAoBF,mBAfF,cACE,CAlCiB,mBA+CjB,CA/CiB,YA+CjB,sBACA,CAdA,iBAIA,CACA,OACA,CAFA,KACA,CACA,UASA,sFAEA,gBACE,4EASF,wBACE,cASZ,kBACE,yBT1LE,aSyLJ,aAII,kBAGF,aACE,gBACA,oBAGA,kBACE,mBf/IJ,eeyJE,CAJA,iCftJF,CeoJA,aACE,CAKA,sBALA,qBACA,CftJF,oBE/FiB,yBFmGf,4BACA,CAFF,yBACE,CAjG8B,8BAmG9B,iDA1EA,kDAyEA,iCAQA,iCAGF,iDE3GsB,aF6GpB,WACA,4Ce4II,qCACA,CAFF,yBACE,CACA,eACA,iBACA,yBfhIW,6BAHjB,qEAGiB,CAJjB,8BACA,CewIA,eAGE,uCfhIA,4GACE,aACA,gCekIJ,6CAGE,uDAFA,iDACA,oBAgBA,CAfA,uBAQA,gCACA,+CAHA,kBACA,CAFA,iBAUA,oCAJA,YACE,yBTnPF,uBS2OF,sCAcI,wBE1SJ,4CAOA,CAjBF,YACE,CAEA,qBACA,CAFA,aACA,CAMA,6CACA,CAJA,iDACA,CANA,OACA,CAeA,gBAVA,sBACA,CAJA,eACA,6BACA,CAEA,kCAUA,0BXyCE,sBW3DJ,sCAaI,0BAQJ,aACE,0BXqCE,wBWtCJ,6CAII,kBACA,4BAGF,mBACE,sBCvBJ,YACE,eAIF,qBACE,CACA,QACA,CAGA,MACA,CANA,UACA,CAEA,cACA,MACA,CACA,+BACA,CALA,OACA,CAIA,YjBylCkC,uJiBnlClC,YAEE,YACA,8EAKA,cADF,kBAEE,kFAOA,eAHF,kBAIE,yBZgBA,+BYwBF,YACE,0EAIA,QACE,QACA,qBAIJ,aACE,mBACA,6BZxBA,oBYRF,aACA,CjB6iCkC,YiBhjClC,CAcE,OANF,gBAME,CAdF,gBACA,CAEA,eACA,CAkCF,cAzCE,MACA,CAMA,sDAEE,kBAEF,CAPA,SACA,CAJA,YAiBE,8BZLA,sBYRF,aACA,CjB6iCkC,YiBhjClC,CAQA,iBAGE,CAXF,gBACA,CAEA,eACA,CAwCF,cA/CE,CAcE,QAdF,KACA,CAMA,sDAEE,kBAEF,CAPA,SACA,CAJA,YAcE,oBCzEF,YACA,eACA,iBAJF,eACE,eAMA,sCAGE,kBACA,CAFF,YACE,CACA,eAIA,wCAEA,iCnBgFF,qBACA,8CAEA,iCACE,0BAzEF,CAPgC,8BAOhC,2CApByB,CAKH,iDAQU,CAbP,6BAsCvB,mEmBrBE,iCACA,CAFA,qCACA,CAHF,yBACE,gBACA,CAEA,eACA,uBCpBF,kBACA,CAIA,WACA,CAJA,eAGA,CATF,qBZ4DA,CAEA,iCRoHA,CAIA,YoBlLE,CAMA,cACA,CAEA,eARA,sBACA,CAKA,gBzB2Be,CauBjB,eACA,CAFA,cACA,CbvBiB,gByBzBf,CpBqKF,iBoBlKE,8BpB6KA,4BACA,CALF,UACE,cACA,CACA,OACA,CACA,yCAGE,kCANF,iBAOE,6BAIJ,gCACE,qBACA,oCACA,sEAEI,qCAON,eACE,0CACA,mBACA,sBoB7LF,kBACA,CAHA,eACA,CAHF,YACE,mBACA,CACA,4BACA,CAGA,gBADA,eACA,CAFA,cAGA,oGAQI,oCADA,iBACA,CAJF,qBAKE,iDAIF,aACE,gDAGF,UACE,4CAGF,aACE,0CAMF,oBADF,YAEE,iCAGF,kCACE,sBACA,iBACA,eCvDF,kBACA,CALA,YACA,cAGA,CACA,UAVA,+BACA,CAGA,QACA,CAJA,mCACA,gBACA,CAJF,iBACE,CAGA,UAQA,iBAGA,gCACE,gBACA,mBAKA,WACA,CAFF,cACE,CACA,UACA,iDrBqBA,iCAWF,kCqB7BA,0BrBPgC,6BAyB9B,CqBlBF,2CrBpByB,CAKH,iDAQU,CAbP,6BqBwBvB,kBC9BF,kBACE,kBAIF,YACE,sBACA,oBAGE,kBACA,C5BsBkB,iCM8DtB,CsBtFE,YACE,CACA,WACA,C5BqBkB,sB4BrBlB,kB5BqBkB,CM8DtB,oBACA,0BAEA,iCACE,0BAzEF,CAPgC,8BAOhC,2CApByB,CAKH,iDAQU,CAbP,6BAsCvB,wBuB5CA,mBADF,cAEE,2BAEA,iBACE,qBAKJ,6CACE,0BjBgDA,oBiBjDF,sCAII,wBAIJ,gCACE,kDACA,oBACA,iBCtBJ,UACE,mBAEA,iCACE,CACA,kBADA,aAEA,mBAGF,eACE,mBAKA,kBACA,YACA,CAGA,iCACA,CARF,YAEE,CAGA,aACA,kBACA,CAHA,YACA,CAGA,oBACA,qCAEA,oBxB0CF,4BACA,CwBxCI,gBxBdkB,qDwBclB,CxBwCJ,yBAvCA,4CApByB,8BwBoBrB,2CxB2CJ,iCACE,CAnD8B,8BAmD9B,iDA1BA,CAiCA,uFAIF,2BACE,mDAEA,iCACE,6FAzCF,kCwBbE,yBxBLJ,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAbP,6BAiDzB,mCwBnBE,qBACE,cACA,uDAEA,yBACE,6BAIJ,UACE,8BAGF,WACE,iDAEA,gBACE,Y9B1BmB,wC+BvBzB,CAFA,oB/ByByB,C+BvBzB,iCAJA,SACA,CAFA,kBACA,CAFF,iBAOE,8BAJA,4CASE,CALF,kBAIE,iCACA,kBAIA,6BACA,WAFF,iBAGE,0CAKA,kCADA,0BACA,CAFF,iBAGE,+BAKA,iCACE,4FAIF,eAEE,yCAQF,8BAHF,YACE,kBACA,YAEA,eAIJ,4CACE,iCACA,iDAIE,4CACA,CAHF,WAEE,CACA,iCACA,kBASJ,gBACE,0DAIF,YAEE,+DAIA,YACE,CAKA,QACA,CAEA,gBACA,CACA,gBAVA,cAGA,CAIA,UACA,CxByhCgC,OwB5hChC,CACA,8BACA,CAEA,SACA,CAPA,YAQA,sDxBqhCgC,qBwB9gChC,CAJF,YACE,CAKA,WACA,CACA,OAJA,UACA,CAJA,cACA,CAKA,KACA,CAHA,UACA,CAJA,YAOA,6CAGF,WACE,CACA,iBADA,aAEA,qEAIF,mCAEE,sBAWF,kBACA,CAIA,0CAJA,wCACA,oBAJ8B,kCAM9B,CAPF,mBAGE,CAIA,YAEA,4BAEA,qDACE,oCAGF,mBAd8B,mDAmB9B,sCACE,2CACA,CACA,iBADA,iBAEA,8CAGF,eACE,wBAIF,kBACE,gCAIF,YACE,yBnBnGA,+BmBkGF,YAII,iCC3JF,gGAFF,aACE,kBlBAA,0BFsDA,+BoBvDF,gBAMI,mCAUA,yCACA,CAJF,oBACE,CAGA,mCACA,CAJA,iBACA,eACA,CAEA,oBACA,oCAGA,wCAEA,8CACE,yCAIA,WACA,CAFF,oCACE,CACA,yBACA,mBACA,oCCnCN,YACE,2CAGE,kCADF,oBAEE,2CAGF,gBACE,CASF,0NAHF,cAGE,qCCvBJ,oCACE,iCACA,kBAGA,yBtB0DE,oCsB/DJ,mBAQI,4CAIA,yBADF,oDAEE,4CAIA,qCADF,gCAEE,mDAGF,wBACE,yBAIJ,oCACE,+CACA,2CAEA,+CACE,iCACA,uBACA,4DAEA,+CACE,iD5BwBJ,0CAXE,iCAWF,C4BrBE,yB5BRF,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAbP,6B4B+BrB,kD5B0GJ,qEAGiB,CAJjB,8BACA,C4BvGE,e5BsGF,CAIiB,iB4BvGb,UACA,gE5B8GF,4GACE,aACA,8D4B9GA,UACE,CACA,WACA,CAEA,MACA,CAHA,iBACA,CAEA,MALA,UACA,CAEA,UAGA,yDAIJ,UACE,yD3BmjC8B,qBOhjClC,CoBGF,eAEE,CpBJA,gBADA,cACA,CoBIA,YpBHA,yBFLE,wDsBMJ,eAUI,eC3EJ,kBAEE,mBAIA,YACE,CASA,6DAKJ,aACE,CAGE,wCADF,iC7B0FA,C6BzFE,sBAGF,aACE,CAIA,iBACA,CAJA,8BAGA,C7BgFF,oBACA,6BAGE,4BACA,CAFF,yBACE,CAjG8B,8BAmG9B,iDA1EA,0DAyEA,iCAQA,qCAGF,iDE3GsB,aF6GpB,WACA,8BAee,6BAHjB,qEAGiB,CAJjB,8BACA,C6B1GE,eAGE,4C7BkHF,4GACE,aACA,oC6BlHA,iCACE,qCAIJ,qBnChBgB,oDAJO,+CoClBzB,CAJA,uBACA,mCACA,qBpCoByB,CoClBzB,+FtBLE,CsBAF,kBACA,CAPA,oBACA,CACA,eACA,CAFA,eACA,CACA,uBAGA,CtBAE,kBsBTJ,qBAkBE,0DAEA,mBACE,iBACA,kBAKF,6CADF,qCAEE,oBAIA,6CADF,qCAEE,gBAIA,4CADF,oCAEE,sBAGF,eACE,6BAGE,2BACA,CACA,gDADA,yBACA,CAHF,kBAIE,mCAKF,8BACE,8CACA,qCAKF,8BACE,gDACA,wCAKF,6BACE,mDACA,wBCnEF,6CAFF,YACE,sBAEA,yBzB4DE,uByB/DJ,eAMI,uDAKA,gCACA,CAFA,6CACA,CAFF,iDACE,CAEA,mBACA,wCAIA,eACA,CAFF,kBACE,CACA,SACA,6CAIE,kCAFF,aACE,iBAEA,mDAIE,6BAFF,8BACE,qBAEA,8CC5BN,YACA,cAFF,eAGE,sEAIE,uCACA,CAFA,cACA,CACA,gBAHF,cAIE,2FAGE,kBACA,CAGA,4CACA,CACA,6CADA,8BACA,CAPF,YACE,CACA,SACA,cACA,yCAIA,kFAGF,iCACE,kBACA,wFAEA,gCACE,wBACA,wCACA,sDACA,wFAIJ,iCACE,oGAKF,+CACE,kEAIJ,yCACE,iCACA,0EAGE,iCACE,qEAIJ,wCACE,0EAGF,2BACE,wEAKA,0CADA,wCACA,CAFF,kBAGE,4BC9DqB,+CAezB,CAJA,uBACA,mCACA,qBAbyB,CAezB,gGALA,kBACA,CARF,oBAEE,CACA,eACA,CAFA,qBACA,CACA,uBzBFE,oDyBeF,eACE,sEAIF,kBACE,oBACA,mEAIF,eAEE,gEAQA,yCAIA,CANA,qDACA,CAHF,eACE,+BACA,CACA,iBACA,CAIA,SAGA,8ECvCF,UACE,CACA,WACA,CACA,MACA,CAEA,oBAJA,iBACA,CACA,KACA,CALA,UACA,CAIA,UAMA,4EDiCE,2BACA,CAEA,0CACA,CAHA,yBACA,CAHA,WACA,CAHA,UACA,CAIA,mBACA,CACA,UARF,iBACE,CACA,UAOA,oEAIF,eACE,gDAIJ,uCACE,oFAEA,8CACE,gGAEA,gCACE,6CACA,4CAKN,qCACE,gFAEA,4CACE,4FAEA,8BACE,2CACA,4CAKN,qCACE,gFAEA,4CACE,4FAEA,8BACE,2CACA,0CAKN,oCACE,8EAEA,2CACE,0FAEA,6BACE,0CACA,wCAKN,oCACE,4EAEA,2CACE,wFAEA,6BACE,yCACA,sCAKN,qCACE,0EAEA,4CACE,sFAEA,8BACE,wCACA,oCAKN,qCACE,wEAEA,4CACE,oFAEA,8BACE,uCACA,gDAKN,uCACE,oFAEA,8CACE,gGAEA,gCACE,6CACA,sCAKN,kCACE,0EAEA,yCACE,sFAEA,2BACE,wCACA,4CAKN,qCACE,gFAEA,4CACE,4FAEA,8BACE,2CACA,4DAKN,uCACE,gGAEA,8CACE,4GAEA,gCACE,wCACA,4CAcJ,yBAHA,UACA,CAFA,WACA,CACA,iBACA,aACA,CALF,aAQE,+HAIA,uCAEE,uHAGF,qCAEE,iHAGF,oCAEE,oKAGF,qCAGE,2GAGF,kCAEE,sFAIF,aACE,eACA,uDAmBJ,yCACA,qCACA,qBArRyB,CAuRzB,gGAVF,YAKE,sBACA,CAnRyB,oBzBKvB,2GyBsRF,gBACE,+DAIF,2CACE,+FAIF,iBACE,2GAEA,gBAEE,eASJ,yCACA,CAFF,wCACE,CACA,oBApTyB,kBAwTzB,UACA,2BAEA,mBACE,+BAOA,+CACA,2CACA,uDALA,eACA,CACA,oBACA,CAFA,iBACA,CAHF,iBAOE,gFAIF,eAEE,iBAGF,iBACE,mBACA,UAOJ,YACE,sBACA,aAOA,gBADF,YAEE,kBE/VF,wBACE,oBACA,gBACA,gCAIE,0CAFF,uBACE,mBAEA,kCAKA,iBACE,yCAEA,iBACE,2CAKJ,gBACE,gBACA,kBACA,mCAWJ,kBACE,MAKJ,4CACE,2CAKF,iBAEE,CAYA,kHAGF,gCAIE,WAUF,kCACE,yCAGF,iCAEE,gBACA,4BAIF,wCAEE,gBAGF,uCACE,wBAMA,yCAFA,+CACA,CAFF,4CACE,CACA,iBAEA,6BAGF,WASE,4CAEA,UACE,qEAUJ,kBAEE,wEAEA,gBACE,qFAGA,YACE,mFAIJ,YACE,4BACA,oKAMA,0CADA,mBACA,CAHF,gBAIE,gECjJF,oBHRyB,oBGG3B,YAGE,sBACA,YAGA,2BAKF,wCACE,qBHhByB,kDGqBvB,+CACA,CACA,cACA,4CAJF,QACE,CACA,aAGA,+DAEA,iBACE,kDAOF,gBADF,QAEE,sDAEA,WACE,gBACA,cASJ,yCACA,yCACA,sBAHF,oBAIE,QAGF,wCACE,uCAKF,uBACE,cAIF,oBACE,+CCvEF,aAIE,iBACA,kBACA,qBAME,kBAFF,iBAGE,2BAIF,kBACE,mBAKA,iCACA,CAHF,0CACE,2CACA,CACA,gBACA,kBACA,iBACA,kBACA,gCAEA,eAEE,qBAIA,qBADF,gBAEE,+BAIA,gBACA,mBAFF,iBAGE,gDCzCN,WACE,+CAGF,WACE,sBAKA,gBADF,oBAEE,gBAIF,mBACE,2BAEA,kBACE,wDAGF,eAEE,uBAGF,wCACE,gFCxBJ,gBAIE,ICRA,kBACA,kBAFF,cAGE,OAGF,yBAEE,yCAEA,oBACE,kBACA,YCPF,0CAHA,yDACA,qBRAyB,CQFzB,iCACA,CAFF,WACE,CREyB,iBQoBzB,cAhBA,gCACE,wBAIF,QACE,yBAIF,eACE,mBPNF,UACE,CACA,WACA,CACA,MACA,CAEA,oBAJA,iBACA,CACA,KACA,CALA,UAWA,cOEF,wCACE,mBAIF,UACE,eCtBF,0CAPF,sCACE,CAEA,iBACA,CAHA,aACA,gBACA,CAEA,eACA,CAFA,iBACA,CACA,iBAKA,sBRFA,UACE,CACA,WACA,CACA,MACA,CAEA,oBAJA,iBACA,CACA,KACA,CALA,UACA,CAIA,UAMA,6BQHF,kCAJF,gCACE,0BACA,eACA,gBAEA,OCnBF,gBAEE,kBACA,mBAEA,cACE,kBAGF,aACE,eAOF,gBACA,mCAFF,iBAGE,2BAMA,eACE,6BAGF,gBACE,+BAGF,iBACE,QnCZF,yBmCoBA,+CnCrBA,oDACA,CmCiBF,4BAIE,qDnCjBE,yDAEE,iBAKF,kDACE,iDACA,gCAMA,wDACE,+BAGF,yDACE,uBAGF,oDACE,iCmCFR,eAGE,4BCnDA,eACE,gBACA,qBAGF,cACE,uCAGF,eACE,mBACA,yCAGE,gBADF,eAEE,0CAGF,eACE,2BACA,gCAKJ,eACE,qDAQF,eACE,eACA,oBChCJ,kBAEE,aACA,eACA,gBAGA,WAIF,mBACE,UAKA,2BADF,QAIE,iCAIE,cADF,iBAEE,wBAIF,WACE,CACA,cADA,oBAEA,0CAIA,QACE,+CCpCJ,6CAEE,iBAGA,mDAIA,gCACE,wBAUF,YAGA,sBACA,SACA,CAXF,eAEE,CASA,gBARA,iBAGA,CAJA,cAUA,oCAGA,kBACE,UACA,uCAKE,mBAFF,YAGE,mBAUN,YACA,CAFF,eACE,CACA,cACA,wBAGA,YAEE,cACA,0BAIE,kBACA,CAFF,YACE,CAEA,QACA,oBAFA,gBAGA,mCAEA,gCACE,kEAOJ,kCACE,sCAMJ,YACE,oCAIF,gBACE,iBACA,mEAEA,mCACE,8BAQN,cAEE,sDAEA,eACE,oFAGA,YACE,mBACA,CAEA,gBACA,CAHA,QACA,gBACA,CACA,cACA,0FAKA,kBADF,YAEE,8FAEA,eACE,4FAKJ,mBACE,qBC/HJ,iBACA,mBACA,gBACA,CALF,kBACE,oBACA,CAGA,WACA,MAGF,iEACE,8BCVA,kBACA,CAQA,0CAPA,WAOA,CAXF,YAEE,CACA,sBASA,4CALA,4BACE,kDAQE,yCADF,2BAEE,oDAMF,0CADF,2BAEE,oCAGF,SAEE,4CAGF,8C9CRmB,mC8CarB,cAIE,+WC5CA,gCAQE,8EAGF,4CAEE,yCACA,kBACA,iCACA,eACA,iBACA,mCCNF,sBACA,CAHF,WAEE,CACA,eACA,8FAGA,oBAEE,iDAGF,yCACE,8FAIF,oBAEE,sGAEA,YACE,uDC9BJ,oBADF,+CAEE,yCCCA,iCAIF,aAEE,OhD8EF,qBAIM,q+BAmPN,2BAxDY,+BAFA,8BAEA,iCAFA,2BAEA,8BAFA,yBAEA,4BAFA,4BAEA,+BAFA,4BAEA,+BAFA,+CAEA,qDAFA,2BAEA,8BAFA,8BAEA,6WAFA,uCAEA,uHAUV,yCACE,kDACA,wDACA,sDACA,mEACA,4DAfQ,CAgBR,+EAKA,sBAEE,wBAvBM,8BAFA,CAEA,gCAFA,2BAEA,8BAFA,CAEA,2BAFA,CAEA,8BAFA,CAEA,8BAFA,+CAEA,qDAFA,CAEA,6BAFA,8BAEA,6WAFA,uCAEA,uHAUV,yCACE,kDACA,wDACA,sDACA,mEACA,6DAfQ,kBA+DG,CA/CX,+EAKA,sBAEE,uBAvBM,8BAFA,CAEA,gCAFA,2BAEA,8BAFA,CAEA,2BAFA,CAEA,8BAFA,CAEA,8BAFA,+CAEA,qDAFA,CAEA,6BAFA,8BAEA,mWAFA,uCAEA,6HAUV,yCACE,kDACA,wDACA,sDACA,mEACA,6DAfQ,iBA+DG,CA/CX,+EAUA,sBAEE,uDAOF,mCACE,mEAOF,qBACE,qBACA,sCAIF,+BACE,oBAuBJ,8BACE,sBADF,gCACE,mBADF,6BACE,iBADF,2BACE,oBADF,8BACE,oBADF,8BACE,sBADF,gCACE,mBADF,6BACE,sBADF,gCACE,uBADF,iCACE,0BADF,oCACE,mBADF,6BACE,mBADF,6BACE,yBADF,mCACE,6BADF,uCACE,wBADF,kCACE,8BADF,wCACE,mBADF,6BACE,kBADF,4BACE,4BADF,sCACE,+BADF,yCACE,uBADF,iCACE,0BADF,oCACE,oBADF,8BACE,uBADF,iCACE,wBiD5QF,2BAnBA,8BAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,mCAKA,8BApCZ,gCAIA,wCAGA,gDAGA,0DACA,oEAGA,gCAiBY,qCAKA,4BApCZ,8BAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,mCAKA,yBApCZ,2BAIA,mCAGA,sCAGA,gDACA,0DAGA,2BAiBY,gCAKA,4BApCZ,iCAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,mCAKA,2BApCZ,6BAIA,qCAGA,0CAGA,oDACA,8DAGA,6BAiBY,kCAKA,0BApCZ,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,4BAiBY,iCAKA,0BApCZ,4BAIA,oCAGA,wCAGA,kDACA,4DAGA,4BAiBY,8BAKA,yBApCZ,2BAIA,mCAGA,sCAGA,gDACA,0DAGA,0BAdA,4BAIA,iCAGA,wCAGA,kDACA,4DAGA,uBAdA,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,uBAKA,2BAnBA,iCAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,gCAKA,8BApCZ,mCAIA,wCAGA,gDAGA,0DACA,oEAGA,gCAiBY,kCAKA,4BApCZ,iCAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,gCAKA,yBApCZ,8BAIA,mCAGA,sCAGA,gDACA,0DAGA,2BAiBY,6BAKA,4BApCZ,iCAIA,sCAGA,4CAGA,sDACA,gEAGA,8BAiBY,gCAKA,2BApCZ,gCAIA,qCAGA,0CAGA,oDACA,8DAGA,6BAiBY,+BAKA,0BApCZ,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,4BAiBY,iCAKA,0BApCZ,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,4BAiBY,8BAKA,yBApCZ,2BAIA,mCAGA,sCAGA,gDACA,0DAGA,0BAdA,4BAIA,iCAGA,wCAGA,kDACA,4DAGA,uBAdA,+BAIA,oCAGA,wCAGA,kDACA,4DAGA,CA0CE,6CADF,8CACE,qJAQF,+F7C3HE,sB6CuIJ,wCACE,sCAGA,kDACE,gDACA,sCAIA,4CACA,yEAFF,kDAME,uDAIF,YAEE,6DnDxIiB,qBmD2IjB,8CAEE,0CAIJ,wCACE,6CAiBE,+CACA,CANA,0EACA,CAGA,iCACA,CANF,6BACE,CACA,8BAGA,CAGA,+BADA,6BAEA,mDAKA,2CACA,CAHF,4CACE,sBACA,CACA,iCACA,wEAIF,wBACE,iCACA,+BACA,kDrDzL4B,+BqDkM9B,yCACA,CAHA,gCACA,kCACA,CAHF,iCACE,CAKA,iBADA,wBACA,CAFA,eAGA,CAGE,4FADF,+CAWA,CAVE,wCAKJ,6CACE,uBACA,iBACA,gBAEA,qBAQJ,kBAEE,gG7C5OE,4C6CyPA,2CAKA,oDACA,CAXA,kBACA,CAUA,0DA2BA,CAxCF,kBACE,CAuCA,+DAvCA,YACA,CAEA,eACA,CACA,oBACA,CAFA,iBACA,CAHA,iBAwCA,mEA3BE,oDADF,QAGE,CAME,yIAGA,+CACE,sDACA,+DAGJ,+CAEE,CAVA,6IAGA,iDACE,wDACA,iEAGJ,iDAEE,CAVA,yIAGA,+CACE,sDACA,+DAGJ,+CAEE,CAVA,mIAGA,4CACE,mDACA,4DAGJ,4CAEE,CAVA,yIAGA,+CACE,sDACA,+DAGJ,+CAEE,CAVA,uIAGA,8CACE,qDACA,8DAGJ,8CAEE,CAVA,qIAGA,6CACE,oDACA,6DAGJ,6CAEE,CAVA,qIAGA,6CACE,oDACA,6DAGJ,6CAEE,CAVA,mIAGA,4CACE,mDACA,4DAGJ,4CAEE,CAVA,qIAGA,6CACE,oDACA,6DAGJ,6CAEE,CAVA,qIAGA,6CACE,oDACA,6DAGJ,6CAEE,mDnBhRN,UACE,CACA,WACA,CACA,MACA,CAEA,oBAJA,iBACA,CACA,KACA,CALA,UACA,CAIA,UAMA,mEmBkRE,gDADA,4CACA,CAFF,8DAGE,iEAIA,kBACA,8CAFF,mBAGE,qEAEA,SACE,uHAKJ,SAEE,0DAIF,8CnDnSiB,yBmDqSf,cAUJ,iBACE,iCACA,oBrD7RA,iCAWF,CqDoRE,yBrDjTF,CAPgC,6BAyB9B,CAlBF,2CApByB,CAKH,iDAQU,CAoChC,8BAjDyB,6BqDwUrB,+EAOA,kDAKE,+CACA,+CACA,wBnD3UW,mFmDoUb,oDAKE,iDACA,iDACA,wBnD3UW,+EmDoUb,kDAKE,+CACA,+CACA,wBnD3UW,yEmDoUb,+CAKE,4CACA,4CACA,wBnD3UW,+EmDoUb,kDAKE,+CACA,+CACA,wBnD3UW,6EmDoUb,iDAKE,8CACA,8CACA,wBnD3UW,2EmDoUb,gDAKE,6CACA,6CACA,wBnD3UW,2EmDoUb,gDAKE,6CACA,6CACA,wBnD3UW,yEmDoUb,+CAKE,4CACA,4CACA,wBnD3UW,2EmDoUb,gDAKE,6CACA,6CACA,wBnD3UW,2EmDoUb,gDAKE,6CACA,6CACA,wBnD3UW,8CoDDf,aACE,yFAhBF,uBACE,gBACA,oEAKF,wBACE,gBACA,sCAyBF,gBACE,4EAkBE,6CpD9Ba,wBoDuBf,UACE,CAKA,WACA,CANA,4BACA,yBpDhCW,gGoD2Cb,2BACE,6BACA,4CAQJ,8CACE,kEAtEF,uBACE,gBACA,gEAKF,wBACE,gBACA,yDAsEA,2BACE,6BACA,oDC5ER,erDWmB,gEqDHjB,iBACE,4I/CKF,qD+CII,4B/CHJ,6lBAIE,yDAEE,8JAKF,kDACE,iDACA,4LAMA,wDACE,0LAGF,yDACE,0KAGF,oDACE,4KApCN,2CACA,qBACA,C+CgBI,oC/ClBJ,CAEA,aACA,iE+CqBI,wCACE,sBAOR,kBACE,yBAOF,cACE,gBACA,6C/CnCA,qD+CwCA,4B/CvCA,yMAIE,yDAEE,sDAKF,kDACE,iDACA,qEAMA,wDACE,oEAGF,yDACE,4DAGF,oDACE,iNApCN,2CACA,qBACA,C+CkDE,oC/CpDF,CAEA,aACA,4B+C4DA,YACE,sBACA,wBACA,mDAGF,oBtBnFyB,8BsByFvB,iBACE,wECpFN,eACE,UACA,4CCFE,mCACE,gBACA,0DAGF,iCACE,gCAKF,gBADF,QAEE,mCAEA,qBACE,CAEA,iDADA,aACA,CAFA,cAGA,qCAGA,eACE,2FAGF,gCAEE,gBACA,6GAKE,kCAFF,WACE,mBAEA","sources":["webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/pydata-sphinx-theme.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_layout.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_fonts.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_icons.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_admonitions.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_versionmodified.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/base/_base.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/abstracts/_links.scss","webpack://pydata_sphinx_theme/./node_modules/bootstrap/scss/_variables.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_bootstrap.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_skip-link.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/variables/_color.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_container.scss","webpack://pydata_sphinx_theme/./node_modules/bootstrap/scss/mixins/_breakpoints.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_announcement.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/abstracts/_mixins.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_article.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_footer.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_footer-article.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_footer-content.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_header.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_header-article.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_sidebar-primary.scss","webpack://pydata_sphinx_theme/./node_modules/bootstrap/scss/mixins/_grid.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_sidebar-secondary.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/sections/_sidebar-toggle.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_breadcrumbs.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_icon-links.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/header/_header-logo.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_navbar-links.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_page-toc.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_prev-next.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_search.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_searchbox.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_switcher-theme.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_switcher-version.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_toc-inpage.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_versionmodified.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_indices.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/components/_readthedocs-switcher.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_admonitions.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/abstracts/_color.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_api.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_code.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_figures.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_footnotes.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_hacks.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_lists.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_quotes.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_spans.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_tables.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_toctree.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/content/_math.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_ablog.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_bootstrap.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_copybutton.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_ethical-ads.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_execution.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_graphviz.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_pydata.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_sphinx_design.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_togglebutton.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_notebooks.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/extensions/_leaflet.scss","webpack://pydata_sphinx_theme/./src/pydata_sphinx_theme/assets/styles/pages/_search.scss"],"sourcesContent":["html{--pst-header-height: 4rem;--pst-header-article-height: calc(var(--pst-header-height) * 2 / 3);--pst-sidebar-secondary: 17rem}html{--pst-font-size-base: 1rem;--pst-font-size-h1: 2.5rem;--pst-font-size-h2: 2rem;--pst-font-size-h3: 1.75rem;--pst-font-size-h4: 1.5rem;--pst-font-size-h5: 1.25rem;--pst-font-size-h6: 1.1rem;--pst-font-size-milli: 0.9rem;--pst-sidebar-font-size: 0.9rem;--pst-sidebar-font-size-mobile: 1.1rem;--pst-sidebar-header-font-size: 1.2rem;--pst-sidebar-header-font-weight: 600;--pst-admonition-font-weight-heading: 600;--pst-font-weight-caption: 300;--pst-font-weight-heading: 400;--pst-font-family-base-system: -apple-system, \"BlinkMacSystemFont\", \"Segoe UI\", \"Helvetica Neue\", \"Arial\", sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\";--pst-font-family-monospace-system: \"SFMono-Regular\", \"Menlo\", \"Consolas\", \"Monaco\", \"Liberation Mono\", \"Lucida Console\", monospace;--pst-font-family-base: var(--pst-font-family-base-system);--pst-font-family-heading: var(--pst-font-family-base-system);--pst-font-family-monospace: var(--pst-font-family-monospace-system)}html{--pst-font-size-icon: 1.5rem;--pst-icon-check-circle: \"\";--pst-icon-info-circle: \"\";--pst-icon-exclamation-triangle: \"\";--pst-icon-exclamation-circle: \"\";--pst-icon-times-circle: \"\";--pst-icon-lightbulb: \"\";--pst-icon-download: \"\";--pst-icon-angle-left: \"\";--pst-icon-angle-right: \"\";--pst-icon-external-link: \"\";--pst-icon-search-minus: \"\";--pst-icon-github: \"\";--pst-icon-gitlab: \"\";--pst-icon-share: \"\";--pst-icon-bell: \"\";--pst-icon-pencil: \"\";--pst-breadcrumb-divider: \"\"}html{--pst-icon-admonition-default: var(--pst-icon-bell);--pst-icon-admonition-note: var(--pst-icon-info-circle);--pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);--pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);--pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);--pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);--pst-icon-admonition-error: var(--pst-icon-times-circle);--pst-icon-admonition-hint: var(--pst-icon-lightbulb);--pst-icon-admonition-tip: var(--pst-icon-lightbulb);--pst-icon-admonition-important: var(--pst-icon-exclamation-circle);--pst-icon-admonition-seealso: var(--pst-icon-share);--pst-icon-admonition-todo: var(--pst-icon-pencil)}html{--pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle)}:root{--pst-teal-50: #f4fbfc;--pst-teal-100: #e9f6f8;--pst-teal-200: #d0ecf1;--pst-teal-300: #abdde6;--pst-teal-400: #3fb1c5;--pst-teal-500: #0a7d91;--pst-teal-600: #085d6c;--pst-teal-700: #064752;--pst-teal-800: #042c33;--pst-teal-900: #021b1f;--pst-violet-50: #f4eefb;--pst-violet-100: #e0c7ff;--pst-violet-200: #d5b4fd;--pst-violet-300: #b780ff;--pst-violet-400: #9c5ffd;--pst-violet-500: #8045e5;--pst-violet-600: #6432bd;--pst-violet-700: #4b258f;--pst-violet-800: #341a61;--pst-violet-900: #1e0e39;--pst-gray-50: #f9f9fa;--pst-gray-100: #f3f4f5;--pst-gray-200: #e5e7ea;--pst-gray-300: #d1d5da;--pst-gray-400: #9ca4af;--pst-gray-500: #677384;--pst-gray-600: #48566b;--pst-gray-700: #29313d;--pst-gray-800: #222832;--pst-gray-900: #14181e;--pst-pink-50: #fcf8fd;--pst-pink-100: #fcf0fa;--pst-pink-200: #f8dff5;--pst-pink-300: #f3c7ee;--pst-pink-400: #e47fd7;--pst-pink-500: #c132af;--pst-pink-600: #912583;--pst-pink-700: #6e1c64;--pst-pink-800: #46123f;--pst-pink-900: #2b0b27;--pst-foundation-white: #ffffff;--pst-foundation-black: #14181e}html:not([data-theme]){--pst-color-primary: #0a7d91;--pst-color-primary-bg: #d0ecf1;--pst-color-secondary: #8045e5;--pst-color-secondary-bg: #e0c7ff;--pst-color-accent: #c132af;--pst-color-accent-bg: #f8dff5;--pst-color-info: #276be9;--pst-color-info-bg: #dce7fc;--pst-color-warning: #f66a0a;--pst-color-warning-bg: #f8e3d0;--pst-color-success: #00843f;--pst-color-success-bg: #d6ece1;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #d72d47;--pst-color-danger-bg: #f9e1e4;--pst-color-text-base: #222832;--pst-color-text-muted: #48566b;--pst-color-heading-color: #fff;--pst-color-shadow: rgba(0, 0, 0, 0.1);--pst-color-border: #d1d5da;--pst-color-border-muted: rgba(23, 23, 26, 0.2);--pst-color-blockquote-notch: #677384;--pst-color-inline-code: #912583;--pst-color-inline-code-links: #085d6c;--pst-color-target: #f3cf95;--pst-color-table: #14181e;--pst-color-table-row-hover-bg: #b780ff;--pst-color-table-inner-border: #e5e7ea;--pst-color-background: #ffffff;--pst-color-on-background: #ffffff;--pst-color-surface: #f3f4f5;--pst-color-on-surface: #222832}html:not([data-theme]){--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html:not([data-theme]) .only-dark,html:not([data-theme]) .only-dark~figcaption{display:none !important}html[data-theme=light]{--pst-color-primary: #0a7d91;--pst-color-primary-bg: #d0ecf1;--pst-color-secondary: #8045e5;--pst-color-secondary-bg: #e0c7ff;--pst-color-accent: #c132af;--pst-color-accent-bg: #f8dff5;--pst-color-info: #276be9;--pst-color-info-bg: #dce7fc;--pst-color-warning: #f66a0a;--pst-color-warning-bg: #f8e3d0;--pst-color-success: #00843f;--pst-color-success-bg: #d6ece1;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #d72d47;--pst-color-danger-bg: #f9e1e4;--pst-color-text-base: #222832;--pst-color-text-muted: #48566b;--pst-color-heading-color: #fff;--pst-color-shadow: rgba(0, 0, 0, 0.1);--pst-color-border: #d1d5da;--pst-color-border-muted: rgba(23, 23, 26, 0.2);--pst-color-blockquote-notch: #677384;--pst-color-inline-code: #912583;--pst-color-inline-code-links: #085d6c;--pst-color-target: #f3cf95;--pst-color-table: #14181e;--pst-color-table-row-hover-bg: #b780ff;--pst-color-table-inner-border: #e5e7ea;--pst-color-background: #ffffff;--pst-color-on-background: #ffffff;--pst-color-surface: #f3f4f5;--pst-color-on-surface: #222832;color-scheme:light}html[data-theme=light]{--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html[data-theme=light] .only-dark,html[data-theme=light] .only-dark~figcaption{display:none !important}html[data-theme=dark]{--pst-color-primary: #3fb1c5;--pst-color-primary-bg: #042c33;--pst-color-secondary: #9c5ffd;--pst-color-secondary-bg: #341a61;--pst-color-accent: #e47fd7;--pst-color-accent-bg: #46123f;--pst-color-info: #79a3f2;--pst-color-info-bg: #06245d;--pst-color-warning: #ff9245;--pst-color-warning-bg: #652a02;--pst-color-success: #5fb488;--pst-color-success-bg: #002f17;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #e78894;--pst-color-danger-bg: #4e111b;--pst-color-text-base: #ced6dd;--pst-color-text-muted: #9ca4af;--pst-color-heading-color: #14181e;--pst-color-shadow: rgba(0, 0, 0, 0.2);--pst-color-border: #48566b;--pst-color-border-muted: #29313d;--pst-color-blockquote-notch: #9ca4af;--pst-color-inline-code: #f3c7ee;--pst-color-inline-code-links: #3fb1c5;--pst-color-target: #675c04;--pst-color-table: #ffffff;--pst-color-table-row-hover-bg: #6432bd;--pst-color-table-inner-border: #364150;--pst-color-background: #14181e;--pst-color-on-background: #222832;--pst-color-surface: #29313d;--pst-color-on-surface: #f3f4f5;color-scheme:dark}html[data-theme=dark]{--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html[data-theme=dark] .only-light,html[data-theme=dark] .only-light~figcaption{display:none !important}html[data-theme=dark] img:not(.only-dark,.dark-light){filter:brightness(0.8) contrast(1.2)}html[data-theme=dark] .bd-content img:not(.only-dark,.dark-light){background-color:#fff;border-radius:.25rem}html[data-theme=dark] .MathJax_SVG *{fill:var(--pst-color-text-base)}.pst-color-primary{color:var(--pst-color-primary)}.pst-color-secondary{color:var(--pst-color-secondary)}.pst-color-accent{color:var(--pst-color-accent)}.pst-color-info{color:var(--pst-color-info)}.pst-color-warning{color:var(--pst-color-warning)}.pst-color-success{color:var(--pst-color-success)}.pst-color-attention{color:var(--pst-color-attention)}.pst-color-danger{color:var(--pst-color-danger)}.pst-color-text-base{color:var(--pst-color-text-base)}.pst-color-text-muted{color:var(--pst-color-text-muted)}.pst-color-heading-color{color:var(--pst-color-heading-color)}.pst-color-shadow{color:var(--pst-color-shadow)}.pst-color-border{color:var(--pst-color-border)}.pst-color-border-muted{color:var(--pst-color-border-muted)}.pst-color-blockquote-notch{color:var(--pst-color-blockquote-notch)}.pst-color-inline-code{color:var(--pst-color-inline-code)}.pst-color-inline-code-links{color:var(--pst-color-inline-code-links)}.pst-color-target{color:var(--pst-color-target)}.pst-color-table{color:var(--pst-color-table)}.pst-color-table-row-hover{color:var(--pst-color-table-row-hover)}.pst-color-table-inner-border{color:var(--pst-color-table-inner-border)}.pst-color-background{color:var(--pst-color-background)}.pst-color-on-background{color:var(--pst-color-on-background)}.pst-color-surface{color:var(--pst-color-surface)}.pst-color-on-surface{color:var(--pst-color-on-surface)}html{font-size:var(--pst-font-size-base);scroll-padding-top:calc(var(--pst-header-height) + 1rem)}body{background-color:var(--pst-color-background);font-family:var(--pst-font-family-base);font-weight:400;line-height:1.65;color:var(--pst-color-text-base);min-height:100vh;display:flex;flex-direction:column}body::-webkit-scrollbar-track{background-color:var(--pst-color-background)}p{margin-bottom:1.15rem;font-size:1em}p.rubric{border-bottom:1px solid var(--pst-color-border)}p.centered{text-align:center}a{word-wrap:break-word;color:var(--pst-color-link);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em}a:hover{color:var(--pst-color-link-hover);text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}a:active{color:var(--pst-color-link)}a:visited{color:var(--pst-color-link)}a:visited:hover{color:var(--pst-color-link-hover)}a.headerlink{color:var(--pst-color-secondary);opacity:.7;font-size:.8em;padding:0 4px;margin-left:.2em;text-decoration:none;transition:all .2s ease-out;user-select:none}a.headerlink:hover{opacity:1}a.github::before,a.gitlab::before{color:var(--pst-color-text-muted);font:var(--fa-font-brands);margin-right:.25rem}a.github::before{content:var(--pst-icon-github)}a.gitlab::before{content:var(--pst-icon-gitlab)}h6,h5,h4,h3,h2,h1{margin:2.75rem 0 1.05rem;font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-heading);line-height:1.15}h1{margin-top:0;font-size:var(--pst-font-size-h1);color:var(--pst-heading-color)}h2{font-size:var(--pst-font-size-h2);color:var(--pst-heading-color)}h3{font-size:var(--pst-font-size-h3);color:var(--pst-heading-color)}h4{font-size:var(--pst-font-size-h4);color:var(--pst-heading-color)}h5{font-size:var(--pst-font-size-h5);color:var(--pst-color-text-base)}h6{font-size:var(--pst-font-size-h6);color:var(--pst-color-text-base)}small,.text_small{font-size:var(--pst-font-size-milli)}hr{border:0;border-top:1px solid var(--pst-color-border)}pre,code,kbd,samp{font-family:var(--pst-font-family-monospace)}kbd{background-color:var(--pst-color-on-background);color:var(--pst-color-text-muted)}kbd:not(.compound){border:1px solid var(--pst-color-border);margin:0 .1rem;padding:.1rem .4rem;box-shadow:1px 1px 1px var(--pst-color-shadow)}code{color:var(--pst-color-inline-code)}pre{margin:1.5em 0;padding:1rem;background-color:var(--pst-color-surface);color:var(--pst-color-text-base);line-height:1.2em;border:1px solid var(--pst-color-border);border-radius:.25rem}pre .linenos{opacity:.8;padding-right:10px}#pst-back-to-top{z-index:1080;position:fixed;display:none;top:90vh;left:50vw;transform:translate(-50%);color:var(--pst-color-secondary-text);background-color:var(--pst-color-secondary);border:none}#pst-back-to-top .fa-arrow-up{margin-inline-end:.5em}#pst-back-to-top:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover);text-decoration-thickness:1px;background-color:var(--pst-violet-600);color:var(--pst-color-secondary-text)}#pst-back-to-top:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem;outline-color:var(--pst-color-secondary);outline-offset:.1875rem}:focus-visible{outline:var(--pst-color-accent) solid .1875rem;box-shadow:none}.skip-link{position:fixed;top:0;left:0;right:0;text-align:center;background-color:var(--pst-color-warning);padding:.5rem;z-index:1055;border-bottom:1px solid var(--pst-color-border);transform:translateY(-100%);transition:transform 150ms ease-in-out}.skip-link:focus-within{transform:translateY(0%)}.skip-link a{color:var(--pst-color-warning-text) !important}.skip-link a:focus-visible{outline-color:#14181e}.bd-container{flex-grow:1;display:flex;justify-content:center}.bd-container .bd-container__inner{display:flex}.bd-page-width{width:100%}@media(min-width: 960px){.bd-page-width{max-width:88rem}}.pst-async-banner-revealer{height:0;overflow:hidden;transition:height 300ms ease-in-out}@media(prefers-reduced-motion){.pst-async-banner-revealer{transition:none}}#bd-header-version-warning,.bd-header-announcement{min-height:3rem;width:100%;display:flex;position:relative;align-items:center;justify-content:center;text-align:center;padding:.5rem 12.5%}@media(max-width: 959.98px){#bd-header-version-warning,.bd-header-announcement{padding:.5rem 2%}}#bd-header-version-warning p,.bd-header-announcement p{font-weight:bold;margin:0}#bd-header-version-warning a,.bd-header-announcement a{color:var(--pst-color-inline-code-links)}#bd-header-version-warning .pst-button-link-to-stable-version,.bd-header-announcement .pst-button-link-to-stable-version{box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important;background-color:var(--pst-color-danger);border-color:var(--pst-color-danger);color:var(--pst-color-danger-text);border-radius:.25rem}#bd-header-version-warning .pst-button-link-to-stable-version:hover,.bd-header-announcement .pst-button-link-to-stable-version:hover{background-color:var(--pst-color-danger-highlight);border-color:var(--pst-color-danger-highlight);color:var(--pst-color-danger-text)}#bd-header-version-warning .pst-button-link-to-stable-version:focus-visible,.bd-header-announcement .pst-button-link-to-stable-version:focus-visible{outline:.1875rem solid var(--pst-color-danger);outline-offset:.1875rem}.bd-header-announcement{background-color:var(--pst-color-secondary-bg)}#bd-header-version-warning{background-color:var(--pst-color-danger-bg)}.bd-main{flex-grow:1;flex-direction:column;display:flex;min-width:0}.bd-main .bd-content{display:flex;justify-content:center;height:100%}.bd-main .bd-content .bd-article-container{justify-content:start;display:flex;flex-direction:column;width:100%;max-width:60em;overflow-x:auto;padding:1rem}@media(min-width: 1200px){.bd-main .bd-content .bd-article-container .bd-article{padding-top:1.5rem;padding-left:2rem}}.bd-footer{width:100%;border-top:1px solid var(--pst-color-border)}.bd-footer .bd-footer__inner{display:flex;flex-grow:1;padding:1rem;margin:auto}.bd-footer .footer-items__start,.bd-footer .footer-items__center,.bd-footer .footer-items__end{display:flex;flex-direction:column;gap:.5rem;justify-content:center;flex-grow:1}.bd-footer .footer-items__center{text-align:center}.bd-footer .footer-items__end{text-align:end}.bd-footer .footer-item p{margin-bottom:0}.bd-footer-article{margin-top:auto}.bd-footer-article .footer-article-items{display:flex;flex-direction:column}.bd-footer-content .footer-content-items{display:flex;flex-direction:column;margin-top:auto}.bd-header{position:sticky;top:0;z-index:1030;background-color:var(--pst-color-on-background) !important;box-shadow:0 .125rem .25rem 0 var(--pst-color-shadow);width:100%;padding:0;max-width:100vw;justify-content:center}.bd-header .bd-header__inner{display:flex;align-items:center;height:fit-content;padding-left:1rem;padding-right:1rem}.bd-header :focus-visible{border-radius:.125rem}.bd-header .navbar-item{height:var(--pst-header-height);max-height:var(--pst-header-height);display:flex;align-items:center}.bd-header .navbar-header-items{display:none;flex-shrink:1}@media(min-width: 960px){.bd-header .navbar-header-items{display:inherit;flex-grow:1;padding:0 0 0 .5rem}}.bd-header .navbar-header-items__end,.bd-header .navbar-header-items__center,.bd-header .navbar-header-items__start{display:flex;align-items:center;flex-flow:wrap;row-gap:0}.bd-header .navbar-header-items__end,.bd-header .navbar-header-items__center{column-gap:1rem}.bd-header .navbar-header-items__start{flex-shrink:0;margin-right:auto;gap:.5rem}.bd-header .navbar-header-items__end{justify-content:end}.bd-header ul.navbar-nav{display:flex}@media(min-width: 960px){.bd-header ul.navbar-nav{align-items:baseline}}.bd-header ul.navbar-nav>li.nav-item{margin-inline:2px}.bd-header ul.navbar-nav>li.nav-item>.nav-link{color:var(--pst-color-text-muted);position:relative;padding-inline:6px}.bd-header ul.navbar-nav>li.nav-item>.nav-link::before{content:\"\";display:block;position:absolute;inset:0;background-color:rgba(0,0,0,0);bottom:calc(-1*max(3px, .1875rem, .12em));margin:max(3px, .1875rem, .12em) 0}.bd-header ul.navbar-nav>li.nav-item>.nav-link:hover{color:var(--pst-color-secondary);text-decoration:none}.bd-header ul.navbar-nav>li.nav-item>.nav-link:hover::before{border-bottom:max(3px, .1875rem, .12em) solid var(--pst-color-secondary)}.bd-header ul.navbar-nav>li.nav-item>.nav-link:focus-visible{box-shadow:none;outline:3px solid var(--pst-color-accent);outline-offset:3px}.bd-header ul.navbar-nav>li.nav-item.current>.nav-link{color:var(--pst-color-primary)}.bd-header ul.navbar-nav>li.nav-item.current>.nav-link::before{border-bottom:3px solid var(--pst-color-primary)}.bd-header ul.navbar-nav>li.nav-item.dropdown{margin-inline:4px}.bd-header ul.navbar-nav>li.nav-item.dropdown button{padding-inline:8px}.bd-header ul.navbar-nav>li.nav-item.dropdown>.dropdown-toggle{border-radius:.125rem;color:var(--pst-color-text-muted)}.bd-header ul.navbar-nav>li.nav-item.dropdown>.dropdown-toggle:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent)}.bd-header ul.navbar-nav>li.nav-item.dropdown>.dropdown-toggle:hover{text-decoration:none;box-shadow:0 0 0 .1875rem var(--pst-color-link-hover);color:var(--pst-color-text-base)}.bd-header ul.navbar-nav li a.nav-link.dropdown-item{color:var(--pst-color-text-muted);text-decoration:none}.bd-header ul.navbar-nav li a.nav-link.dropdown-item:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}.bd-header ul.navbar-nav .dropdown button{display:unset;border:none}.bd-header ul.navbar-nav .dropdown button:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover)}.bd-header ul.navbar-nav .dropdown .dropdown-menu{z-index:1070;border:1px solid var(--pst-color-border);box-shadow:0 0 .3rem .1rem var(--pst-color-shadow);background-color:var(--pst-color-on-background);padding:.5rem 0;margin:.5rem 0;min-width:20rem}.bd-header ul.navbar-nav .dropdown .dropdown-menu .dropdown-item{padding:.25rem 1.5rem}.bd-header ul.navbar-nav .dropdown .dropdown-menu .dropdown-item:focus:not(:hover,:active){background-color:inherit}.bd-header ul.navbar-nav .dropdown .dropdown-menu .dropdown-item:focus-visible{z-index:10}.bd-header ul.navbar-nav .dropdown .dropdown-menu:not(.show){display:none}.bd-header button.sidebar-toggle{font-size:var(--pst-font-size-icon);color:var(--pst-color-muted);margin-bottom:0;background-color:inherit;padding:.5rem}.bd-header button.primary-toggle{margin-right:1rem}@media(min-width: 960px){.bd-header button.primary-toggle{display:none}}.bd-header button.secondary-toggle{margin-left:1rem}@media(min-width: 1200px){.bd-header button.secondary-toggle{display:none}}@media(min-width: 960px){.navbar-center-items .navbar-item{display:inline-block}}.nav-link{transition:none}.nav-link:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover)}.nav-link.nav-external::after{font:var(--fa-font-solid);content:var(--pst-icon-external-link);font-size:.75em;margin-left:.3em}.bd-navbar-elements li.nav-item i{font-size:.7rem;padding-left:2px;vertical-align:middle}.navbar-persistent--mobile{margin-left:auto}@media(min-width: 960px){.navbar-persistent--mobile{display:none}}.navbar-persistent--container{display:none}@media(min-width: 960px){.navbar-persistent--container{display:flex}}.header-article__inner{display:flex;padding:0 .5rem}.header-article__inner .header-article-item{min-height:var(--pst-header-article-height);height:var(--pst-header-article-height)}.header-article__inner .header-article-items__start,.header-article__inner .header-article-items__end{display:flex;align-items:start;gap:.5rem}.header-article__inner .header-article-items__end{margin-left:auto}.bd-sidebar-primary{display:flex;flex-direction:column;gap:1rem;max-height:calc(100vh - var(--pst-header-height));position:sticky;top:var(--pst-header-height);flex:0 0 auto;width:25%;padding:2rem 1rem 1rem 1rem;border-right:1px solid var(--pst-color-border);background-color:var(--pst-color-background);overflow-y:auto;font-size:var(--pst-sidebar-font-size-mobile)}@media(min-width: 960px){.bd-sidebar-primary{font-size:var(--pst-sidebar-font-size)}}.bd-sidebar-primary :focus-visible{border-radius:.125rem}.bd-sidebar-primary .nav-link{font-size:var(--pst-sidebar-font-size-mobile)}.bd-sidebar-primary.no-sidebar{border-right:0}@media(min-width: 960px){.bd-sidebar-primary.hide-on-wide{display:none}}.bd-sidebar-primary h1,.bd-sidebar-primary h2,.bd-sidebar-primary h3,.bd-sidebar-primary h4{color:var(--pst-color-text-base)}.bd-sidebar-primary .sidebar-primary-items__start .sidebar-primary-item,.bd-sidebar-primary .sidebar-primary-items__end .sidebar-primary-item{padding:.5rem 0}.bd-sidebar-primary .sidebar-header-items{display:flex;flex-direction:column}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__title{font-weight:var(--pst-sidebar-header-font-weight);font-size:var(--pst-sidebar-header-font-size);color:var(--pst-color-text-base);margin-bottom:.5rem}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown button{display:none}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu{display:flex;flex-direction:column;padding:0;margin:0;border:none;background-color:inherit;font-size:inherit}.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu .dropdown-item:hover,.bd-sidebar-primary .sidebar-header-items .nav-item.dropdown .dropdown-menu .dropdown-item:focus{background-color:unset}.bd-sidebar-primary .sidebar-header-items .bd-navbar-elements .nav-link:focus-visible{box-shadow:none;outline:var(--pst-color-accent) solid .1875rem;outline-offset:.1875rem}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__center{display:flex;flex-direction:column}.bd-sidebar-primary .sidebar-header-items .sidebar-header-items__end{display:flex;align-items:center;gap:1rem}@media(min-width: 960px){.bd-sidebar-primary .sidebar-header-items{display:none}}.bd-sidebar-primary .sidebar-primary-items__start{border-top:1px solid var(--pst-color-border)}@media(min-width: 960px){.bd-sidebar-primary .sidebar-primary-items__start{border-top:none}}.bd-sidebar-primary .sidebar-primary-items__end{margin-top:auto;margin-bottom:1em}.bd-sidebar-primary .list-caption{list-style:none;padding-left:0}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary{position:relative;height:auto;width:auto;display:flex;justify-content:space-between;align-items:baseline}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary .toctree-toggle{flex:0 0 auto}.bd-sidebar-primary .list-caption li.toctree-l0.has-children>details>summary .toctree-toggle .fa-chevron-down{font-size:1rem}.bd-sidebar-primary li.has-children{position:relative}.bd-sidebar-primary li.has-children>.reference,.bd-sidebar-primary li.has-children .caption{margin-right:calc(30px + .1875rem);padding-top:.25rem}.bd-sidebar-primary li.has-children>details>summary{list-style:none}.bd-sidebar-primary li.has-children>details>summary::-webkit-details-marker{display:none}.bd-sidebar-primary li.has-children>details>summary:focus-visible{outline:none}.bd-sidebar-primary li.has-children>details>summary:focus-visible>.toctree-toggle{outline:var(--pst-color-accent) solid .1875rem;outline-offset:-0.1875rem}.bd-sidebar-primary li.has-children>details>summary .toctree-toggle{cursor:pointer;position:absolute;top:0;right:0;width:30px;height:30px;display:inline-flex;justify-content:center;align-items:center}.bd-sidebar-primary li.has-children>details>summary .toctree-toggle .fa-chevron-down{font-size:.75rem}.bd-sidebar-primary li.has-children>details[open]>summary .fa-chevron-down{transform:rotate(180deg)}nav.bd-links{margin-right:-1rem}@media(min-width: 960px){nav.bd-links{display:block}}nav.bd-links ul{display:block;list-style:none}nav.bd-links ul ul{padding:0 0 0 1rem}nav.bd-links li>a{display:block;padding:.25rem .65rem;color:var(--pst-color-text-muted);text-decoration:none;box-shadow:none;margin-right:.1875rem}nav.bd-links li>a:hover{text-decoration:underline;background-color:rgba(0,0,0,0);color:var(--pst-color-link-hover);text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}nav.bd-links li>a:active{color:var(--pst-color-link-hover)}nav.bd-links li>a:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent);outline:none;z-index:10}nav.bd-links li>a.reference.external::after{font:var(--fa-font-solid);content:var(--pst-icon-external-link);font-size:.75em;margin-left:.3em}nav.bd-links .current>a{font-weight:600;color:var(--pst-color-primary);box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary);background-color:rgba(0,0,0,0)}nav.bd-links .current>a:focus-visible{box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}nav.bd-links p.bd-links__title{font-size:var(--pst-sidebar-header-font-size);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}nav.bd-links p.caption{font-weight:var(--pst-sidebar-header-font-weight);position:relative;margin-top:1.25rem;margin-bottom:.5rem;color:var(--pst-color-text-base);font-size:var(--pst-sidebar-font-size-mobile)}nav.bd-links p.caption:first-child{margin-top:0}@media(min-width: 960px){nav.bd-links p.caption{font-size:var(--pst-sidebar-font-size)}}.bd-sidebar-secondary{display:flex;order:2;flex-shrink:0;flex-direction:column;position:sticky;top:var(--pst-header-height);max-height:calc(100vh - var(--pst-header-height));padding:2rem 1rem 1rem;width:var(--pst-sidebar-secondary);font-size:var(--pst-sidebar-font-size-mobile);background-color:var(--pst-color-background);overflow-y:auto}@media(min-width: 1200px){.bd-sidebar-secondary{font-size:var(--pst-sidebar-font-size)}}.sidebar-secondary-item{padding:.5rem}@media(min-width: 1200px){.sidebar-secondary-item{border-left:1px solid var(--pst-color-border);padding-left:1rem}}.sidebar-secondary-item i{padding-right:.5rem}input.sidebar-toggle{display:none}label.overlay{background-color:#000;opacity:.5;height:0;width:0;position:fixed;top:0;left:0;transition:opacity 200ms ease-out;z-index:1050}input#pst-primary-sidebar-checkbox:checked+label.overlay.overlay-primary,input#pst-secondary-sidebar-checkbox:checked+label.overlay.overlay-secondary{height:100vh;width:100vw}input#pst-primary-sidebar-checkbox:checked~.bd-container .bd-sidebar-primary{visibility:visible;margin-left:0}input#pst-secondary-sidebar-checkbox:checked~.bd-container .bd-sidebar-secondary{visibility:visible;margin-right:0}@media(min-width: 960px){.sidebar-toggle.primary-toggle{display:none}input#pst-primary-sidebar-checkbox:checked+label.overlay.overlay-primary{height:0;width:0}.bd-sidebar-primary{margin-left:0;visibility:visible}}@media(max-width: 959.98px){.bd-sidebar-primary{position:fixed;top:0;z-index:1055;height:100vh;max-height:100vh;width:75%;flex-grow:.75;max-width:350px;transition:visibility 200ms ease-out,margin 200ms ease-out;visibility:hidden;margin-left:-75%;left:0}}@media(max-width: 1199.98px){.bd-sidebar-secondary{position:fixed;top:0;z-index:1055;height:100vh;max-height:100vh;width:75%;flex-grow:.75;max-width:350px;transition:visibility 200ms ease-out,margin 200ms ease-out;visibility:hidden;margin-right:-75%;right:0}}ul.bd-breadcrumbs{list-style:none;padding-left:0;display:flex;flex-wrap:wrap;font-size:.8rem}ul.bd-breadcrumbs li.breadcrumb-item{display:flex;align-items:center;font-weight:bold}ul.bd-breadcrumbs li.breadcrumb-item a{color:var(--pst-color-text-muted);text-decoration:none}ul.bd-breadcrumbs li.breadcrumb-item a:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}ul.bd-breadcrumbs li.breadcrumb-item:not(.breadcrumb-home)::before{font:var(--fa-font-solid);font-size:.8rem;content:var(--pst-breadcrumb-divider);color:var(--pst-color-text-muted);padding:0 .5rem}html .pst-navbar-icon{box-sizing:border-box;min-width:24px;min-height:24px;color:var(--pst-color-text-muted);position:relative;display:flex;align-items:center;justify-content:center;border-radius:0;border:none;font-size:1rem;line-height:1.65;padding:.25rem 0;height:2.15rem}html .pst-navbar-icon::before{content:\"\";display:block;position:absolute;inset:0;background-color:rgba(0,0,0,0);bottom:calc(-1*max(3px, .1875rem, .12em));margin:max(3px, .1875rem, .12em) 0}html .pst-navbar-icon:hover{color:var(--pst-color-secondary);text-decoration:none}html .pst-navbar-icon:hover::before{border-bottom:max(3px, .1875rem, .12em) solid var(--pst-color-secondary)}html .pst-navbar-icon:focus-visible{box-shadow:none;outline:3px solid var(--pst-color-accent);outline-offset:3px}ul.navbar-icon-links{display:flex;flex-flow:row wrap;column-gap:1rem;justify-content:space-evenly;align-items:center;padding-left:0;margin-bottom:0;list-style:none}ul.navbar-icon-links i.fa-brands,ul.navbar-icon-links i.fa-regular,ul.navbar-icon-links i.fa-solid{vertical-align:middle;font-style:normal;font-size:var(--pst-font-size-icon)}ul.navbar-icon-links i.fa-square-twitter::before{color:#55acee}ul.navbar-icon-links i.fa-square-gitlab::before{color:#548}ul.navbar-icon-links i.fa-bitbucket::before{color:#0052cc}ul.navbar-icon-links img.icon-link-image{height:1.5em;border-radius:.2rem}ul.navbar-icon-links .fa-pydata{stroke:var(--pst-color-background);stroke-linejoin:round;stroke-width:.35}.navbar-brand{position:relative;height:var(--pst-header-height);max-height:var(--pst-header-height);padding:.5rem 0;width:auto;margin:0;display:flex;flex-shrink:0;align-items:center;gap:.5rem}.navbar-brand p{color:var(--pst-color-text-base);margin-bottom:0}.navbar-brand img{max-width:100%;height:100%;width:auto}.navbar-brand:hover,.navbar-brand:visited:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover);color:var(--pst-color-text-base)}ul.navbar-nav ul{padding:0 0 0 1rem}ul.navbar-nav li{display:flex;flex-direction:column}ul.navbar-nav li a{display:flex;align-items:center;height:100%;padding-top:.25rem;padding-bottom:.25rem;color:var(--pst-color-text-muted);text-decoration:none}ul.navbar-nav li a:hover{color:var(--pst-color-link-hover);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}.page-toc .section-nav{padding-left:0;border-bottom:none}.page-toc .section-nav ul{padding-left:1rem}.page-toc .nav-link{font-size:var(--pst-sidebar-font-size-mobile)}@media(min-width: 1200px){.page-toc .nav-link{font-size:var(--pst-sidebar-font-size)}}.page-toc .onthispage{color:var(--pst-color-text-base);font-weight:var(--pst-sidebar-header-font-weight);margin-bottom:.5rem}.prev-next-area{width:100%}.prev-next-area p{color:var(--pst-color-text-muted);margin:0 .3em;line-height:1.3em}.prev-next-area i{font-size:1.2em}.prev-next-area a{display:flex;align-items:center;border:none;padding:10px;max-width:45%;overflow-x:hidden;color:var(--pst-color-text-muted);text-decoration:none}.prev-next-area a p.prev-next-title{word-wrap:break-word;color:var(--pst-color-link);text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;font-weight:var(--pst-admonition-font-weight-heading);font-size:1.1em}.prev-next-area a p.prev-next-title:hover{color:var(--pst-color-link-hover);text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}.prev-next-area a p.prev-next-title:active{color:var(--pst-color-link)}.prev-next-area a p.prev-next-title:visited{color:var(--pst-color-link)}.prev-next-area a p.prev-next-title:visited:hover{color:var(--pst-color-link-hover)}.prev-next-area a:hover p.prev-next-title,.prev-next-area a:visited:hover p.prev-next-title{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover)}.prev-next-area a .prev-next-info{flex-direction:column;margin:0 .5em}.prev-next-area a .prev-next-info .prev-next-subtitle{text-transform:capitalize}.prev-next-area a.left-prev{float:left}.prev-next-area a.right-next{float:right}.prev-next-area a.right-next div.prev-next-info{text-align:right}.bd-search{position:relative;padding-left:.5rem;gap:.5rem;background-color:var(--pst-color-background);border-radius:.25rem;border:1px solid var(--pst-color-border);color:var(--pst-color-text-base)}.bd-search:active{background-color:var(--pst-color-background);color:var(--pst-color-text-muted)}.bd-search .icon{position:absolute;color:var(--pst-color-border);left:25px}.bd-search .fa-solid.fa-magnifying-glass{position:absolute;left:calc((2.5rem - .7em)/2);color:var(--pst-color-text-muted)}.bd-search input::placeholder{color:var(--pst-color-text-muted)}.bd-search input::-webkit-search-cancel-button,.bd-search input::-webkit-search-decoration{appearance:none}.bd-search .search-button__kbd-shortcut{display:flex;position:absolute;right:.5rem;color:var(--pst-color-border)}.form-control{background-color:var(--pst-color-background);color:var(--pst-color-text-base)}.form-control:focus,.form-control:focus-visible{border:none;background-color:var(--pst-color-background);color:var(--pst-color-text-muted)}.search-button i{font-size:1.3rem}.search-button__search-container,.search-button__overlay{display:none}.search-button__wrapper.show .search-button__search-container{display:flex;position:fixed;z-index:1055;top:30%;left:50%;transform:translate(-50%, -50%);right:1rem;margin-top:.5rem;width:90%;max-width:800px}.search-button__wrapper.show .search-button__overlay{display:flex;position:fixed;z-index:1050;background-color:#000;opacity:.5;width:100%;height:100%;top:0;left:0}.search-button__wrapper.show form.bd-search{flex-grow:1;padding-top:0;padding-bottom:0}.search-button__wrapper.show svg,.search-button__wrapper.show input{font-size:var(--pst-font-size-icon)}.search-button-field{display:inline-flex;align-items:center;border:var(--pst-color-border) solid 1px;border-radius:1.5em;color:var(--pst-color-text-muted);padding:.5em;background-color:var(--pst-color-surface)}.search-button-field:hover{box-shadow:0 0 0 .1875rem var(--pst-color-link-hover)}.search-button-field:focus-visible{border-radius:1.5em}.search-button-field .search-button__default-text{font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);margin-right:.5em;margin-left:.5em}.search-button-field .kbd-shortcut__modifier{font-size:.75em}.search-button-field>*{align-items:center}.search-button-field>:not(svg){display:none}@media(min-width: 960px){.search-button-field>:not(svg){display:flex}}div#searchbox p.highlight-link{margin:1rem 0;width:fit-content;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}@media(min-width: 1200px){div#searchbox p.highlight-link{margin-left:2rem}}div#searchbox p.highlight-link a{border-radius:.25rem;font-size:1.25rem;padding:.75rem;background-color:var(--pst-color-primary);color:var(--pst-color-primary-text);text-decoration:none;transition:box-shadow .25s ease-out}div#searchbox p.highlight-link a:hover{box-shadow:inset 0 0 50px 50px rgba(0,0,0,.25)}div#searchbox p.highlight-link a::before{content:var(--pst-icon-search-minus);color:unset;font:var(--fa-font-solid);margin-right:.5rem}.theme-switch-button .theme-switch{display:none}.theme-switch-button .theme-switch:active{text-decoration:none;color:var(--pst-color-link-hover)}.theme-switch-button .theme-switch .fa-lg{aspect-ratio:1/1}html[data-mode=auto] .theme-switch-button .theme-switch[data-mode=auto]{display:inline}html[data-mode=light] .theme-switch-button .theme-switch[data-mode=light]{display:inline}html[data-mode=dark] .theme-switch-button .theme-switch[data-mode=dark]{display:inline}button.btn.version-switcher__button{border-color:var(--pst-color-border);color:var(--pst-color-text-base);margin-bottom:1em}@media(min-width: 960px){button.btn.version-switcher__button{margin-bottom:unset}}button.btn.version-switcher__button:hover{box-shadow:0 0 0 .1875rem var(--pst-color-secondary);border-color:rgba(0,0,0,0)}button.btn.version-switcher__button:active{color:var(--pst-color-text-base);border-color:var(--pst-color-border)}button.btn.version-switcher__button:focus-visible{border-color:rgba(0,0,0,0)}.version-switcher__menu{border-color:var(--pst-color-border);border-radius:var(--bs-dropdown-border-radius)}.version-switcher__menu a.list-group-item{background-color:var(--pst-color-on-background);color:var(--pst-color-text-base);padding:.75rem 1.25rem}.version-switcher__menu a.list-group-item:not(:last-child){border-bottom:1px solid var(--pst-color-border)}.version-switcher__menu a.list-group-item:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover);background-color:var(--pst-color-surface)}.version-switcher__menu a.list-group-item.active{font-weight:600;color:var(--pst-color-primary);box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary);position:relative;z-index:1}.version-switcher__menu a.list-group-item.active:focus-visible{box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}.version-switcher__menu a.list-group-item.active span::before{content:\"\";width:100%;height:100%;position:absolute;z-index:-1;left:0;top:0}.version-switcher__menu a.list-group-item:focus-visible{z-index:10}button.version-switcher__button,.version-switcher__menu{font-size:1.1em;z-index:1055;box-sizing:border-box;min-width:24px;min-height:24px}@media(min-width: 960px){button.version-switcher__button,.version-switcher__menu{font-size:unset}}nav.page-toc{margin-bottom:1rem}.bd-toc .nav .nav{display:none}.bd-toc .nav .nav.visible{display:block}.bd-toc .nav>.active>ul{display:block}.toc-entry{display:block}.toc-entry a>code{color:var(--pst-color-text-muted)}.toc-entry a.nav-link{display:block;padding:.125rem 0;padding-left:1rem;margin-left:-1rem;color:var(--pst-color-text-muted);text-decoration:none}.toc-entry a.nav-link:hover{text-decoration:underline;background-color:rgba(0,0,0,0);color:var(--pst-color-link-hover);text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none}.toc-entry a.nav-link:active{color:var(--pst-color-link-hover)}.toc-entry a.nav-link:focus-visible{box-shadow:0 0 0 .1875rem var(--pst-color-accent);outline:none;z-index:10}.toc-entry a.nav-link.active{font-weight:600;color:var(--pst-color-primary);box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary);background-color:rgba(0,0,0,0)}.toc-entry a.nav-link.active:focus-visible{box-shadow:inset max(3px, .1875rem, .12em) 0 0 var(--pst-color-primary),0 0 0 .1875rem var(--pst-color-accent);outline:none}.toc-entry a.nav-link.active:hover{color:var(--pst-color-link-hover)}.toc-entry a.nav-link:focus-visible{border-radius:.125rem}div.versionadded,div.versionchanged,div.deprecated{vertical-align:middle;margin:1.5625em auto;padding:0 .6rem;overflow:hidden;page-break-inside:avoid;break-inside:avoid;border-left:.2rem solid;border-color:var(--pst-color-info);border-radius:.25rem;background-color:var(--pst-color-on-background);box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important;position:relative}div.versionadded>p,div.versionchanged>p,div.deprecated>p{margin-bottom:.6rem;margin-top:.6rem}div.versionadded{border-color:var(--pst-color-success);background-color:var(--pst-color-success-bg)}div.versionchanged{border-color:var(--pst-color-warning);background-color:var(--pst-color-warning-bg)}div.deprecated{border-color:var(--pst-color-danger);background-color:var(--pst-color-danger-bg)}span.versionmodified{font-weight:600}span.versionmodified::before{margin-right:.6rem;color:var(--pst-color-info);font:var(--fa-font-solid);content:var(--pst-icon-versionmodified-default)}span.versionmodified.added::before{color:var(--pst-color-success);content:var(--pst-icon-versionmodified-added)}span.versionmodified.changed::before{color:var(--pst-color-warning);content:var(--pst-icon-versionmodified-changed)}span.versionmodified.deprecated::before{color:var(--pst-color-danger);content:var(--pst-icon-versionmodified-deprecated)}.sidebar-indices-items{display:flex;flex-direction:column;border-top:1px solid var(--pst-color-border)}@media(min-width: 960px){.sidebar-indices-items{border-top:none}}.sidebar-indices-items .sidebar-indices-items__title{font-weight:var(--pst-sidebar-header-font-weight);font-size:var(--pst-sidebar-header-font-size);color:var(--pst-color-text-base);margin-bottom:.5rem}.sidebar-indices-items ul.indices-link{margin-right:-1rem;list-style:none;padding:0}.sidebar-indices-items ul.indices-link li>a{display:block;padding:.25rem 0;color:var(--pst-color-text-muted)}.sidebar-indices-items ul.indices-link li>a:hover{color:var(--pst-color-primary);text-decoration:none;background-color:rgba(0,0,0,0)}.bd-sidebar-primary div#rtd-footer-container{position:sticky;bottom:-1rem;margin:-1rem}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge{position:unset;font-size:.9em;font-family:var(--pst-font-family-base);max-width:unset}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .rst-current-version{display:flex;align-items:center;gap:.2rem;height:2.5rem;transition:background-color .2s ease-out;background-color:var(--pst-color-background);color:var(--pst-color-success);border-top:1px solid var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-book{color:var(--pst-color-text-muted);margin-right:auto}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-book::after{color:var(--pst-color-text-base);content:\"Read The Docs\";font-family:var(--pst-font-family-base);font-weight:var(--pst-admonition-font-weight-heading)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge .fa.fa-caret-down{color:var(--pst-color-text-muted)}.bd-sidebar-primary div#rtd-footer-container .rst-versions.rst-badge.shift-up .rst-current-version{border-bottom:1px solid var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions{background-color:var(--pst-color-surface);color:var(--pst-color-text-base)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions dl dd a{color:var(--pst-color-text-muted)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions hr{background-color:var(--pst-color-border)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions small a{color:var(--pst-color-link)}.bd-sidebar-primary div#rtd-footer-container .rst-other-versions input{padding-left:.5rem;border:1px solid var(--pst-color-border);background-color:var(--pst-color-surface)}div.admonition,.admonition{margin:1.5625em auto;padding:0 .6rem .8rem;overflow:hidden;page-break-inside:avoid;break-inside:avoid;border-left:.2rem solid;border-color:var(--pst-color-info);border-radius:.25rem;background-color:var(--pst-color-on-background);box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}div.admonition *:last-child,.admonition *:last-child{margin-bottom:0}div.admonition p.admonition-title~*,.admonition p.admonition-title~*{margin-left:1.4rem;margin-right:1.4rem}div.admonition>ol,div.admonition>ul,.admonition>ol,.admonition>ul{margin-left:1em}div.admonition>.admonition-title,.admonition>.admonition-title{margin:0 -0.6rem;padding:.4rem .6rem .4rem 2rem;font-weight:var(--pst-admonition-font-weight-heading);position:relative;background-color:var(--pst-color-info-bg);z-index:1}div.admonition>.admonition-title::before,.admonition>.admonition-title::before{content:\"\";width:100%;height:100%;position:absolute;left:0;top:0;z-index:-1;pointer-events:none}div.admonition>.admonition-title::after,.admonition>.admonition-title::after{position:absolute;left:.5rem;width:1rem;height:1rem;color:var(--pst-color-info);font:var(--fa-font-solid);line-height:inherit;content:var(--pst-icon-admonition-default);opacity:1}div.admonition>.admonition-title+*,.admonition>.admonition-title+*{margin-top:.4em}div.admonition.attention,.admonition.attention{border-color:var(--pst-color-attention)}div.admonition.attention>.admonition-title,.admonition.attention>.admonition-title{background-color:var(--pst-color-attention-bg)}div.admonition.attention>.admonition-title::after,.admonition.attention>.admonition-title::after{color:var(--pst-color-attention);content:var(--pst-icon-admonition-attention)}div.admonition.caution,.admonition.caution{border-color:var(--pst-color-warning)}div.admonition.caution>.admonition-title,.admonition.caution>.admonition-title{background-color:var(--pst-color-warning-bg)}div.admonition.caution>.admonition-title::after,.admonition.caution>.admonition-title::after{color:var(--pst-color-warning);content:var(--pst-icon-admonition-caution)}div.admonition.warning,.admonition.warning{border-color:var(--pst-color-warning)}div.admonition.warning>.admonition-title,.admonition.warning>.admonition-title{background-color:var(--pst-color-warning-bg)}div.admonition.warning>.admonition-title::after,.admonition.warning>.admonition-title::after{color:var(--pst-color-warning);content:var(--pst-icon-admonition-warning)}div.admonition.danger,.admonition.danger{border-color:var(--pst-color-danger)}div.admonition.danger>.admonition-title,.admonition.danger>.admonition-title{background-color:var(--pst-color-danger-bg)}div.admonition.danger>.admonition-title::after,.admonition.danger>.admonition-title::after{color:var(--pst-color-danger);content:var(--pst-icon-admonition-danger)}div.admonition.error,.admonition.error{border-color:var(--pst-color-danger)}div.admonition.error>.admonition-title,.admonition.error>.admonition-title{background-color:var(--pst-color-danger-bg)}div.admonition.error>.admonition-title::after,.admonition.error>.admonition-title::after{color:var(--pst-color-danger);content:var(--pst-icon-admonition-error)}div.admonition.hint,.admonition.hint{border-color:var(--pst-color-success)}div.admonition.hint>.admonition-title,.admonition.hint>.admonition-title{background-color:var(--pst-color-success-bg)}div.admonition.hint>.admonition-title::after,.admonition.hint>.admonition-title::after{color:var(--pst-color-success);content:var(--pst-icon-admonition-hint)}div.admonition.tip,.admonition.tip{border-color:var(--pst-color-success)}div.admonition.tip>.admonition-title,.admonition.tip>.admonition-title{background-color:var(--pst-color-success-bg)}div.admonition.tip>.admonition-title::after,.admonition.tip>.admonition-title::after{color:var(--pst-color-success);content:var(--pst-icon-admonition-tip)}div.admonition.important,.admonition.important{border-color:var(--pst-color-attention)}div.admonition.important>.admonition-title,.admonition.important>.admonition-title{background-color:var(--pst-color-attention-bg)}div.admonition.important>.admonition-title::after,.admonition.important>.admonition-title::after{color:var(--pst-color-attention);content:var(--pst-icon-admonition-important)}div.admonition.note,.admonition.note{border-color:var(--pst-color-info)}div.admonition.note>.admonition-title,.admonition.note>.admonition-title{background-color:var(--pst-color-info-bg)}div.admonition.note>.admonition-title::after,.admonition.note>.admonition-title::after{color:var(--pst-color-info);content:var(--pst-icon-admonition-note)}div.admonition.seealso,.admonition.seealso{border-color:var(--pst-color-success)}div.admonition.seealso>.admonition-title,.admonition.seealso>.admonition-title{background-color:var(--pst-color-success-bg)}div.admonition.seealso>.admonition-title::after,.admonition.seealso>.admonition-title::after{color:var(--pst-color-success);content:var(--pst-icon-admonition-seealso)}div.admonition.admonition-todo,.admonition.admonition-todo{border-color:var(--pst-color-secondary)}div.admonition.admonition-todo>.admonition-title,.admonition.admonition-todo>.admonition-title{background-color:var(--pst-color-secondary-bg)}div.admonition.admonition-todo>.admonition-title::after,.admonition.admonition-todo>.admonition-title::after{color:var(--pst-color-secondary);content:var(--pst-icon-admonition-todo)}div.admonition.sidebar,.admonition.sidebar{max-width:40%;float:right;clear:both;margin-left:.5rem;margin-top:0;border-width:0 0 0 .2rem}div.admonition.sidebar.attention,div.admonition.sidebar.important,.admonition.sidebar.attention,.admonition.sidebar.important{border-color:var(--pst-color-attention)}div.admonition.sidebar.caution,div.admonition.sidebar.warning,.admonition.sidebar.caution,.admonition.sidebar.warning{border-color:var(--pst-color-warning)}div.admonition.sidebar.danger,div.admonition.sidebar.error,.admonition.sidebar.danger,.admonition.sidebar.error{border-color:var(--pst-color-danger)}div.admonition.sidebar.hint,div.admonition.sidebar.tip,div.admonition.sidebar.seealso,.admonition.sidebar.hint,.admonition.sidebar.tip,.admonition.sidebar.seealso{border-color:var(--pst-color-success)}div.admonition.sidebar.note,div.admonition.sidebar.todo,.admonition.sidebar.note,.admonition.sidebar.todo{border-color:var(--pst-color-info)}div.admonition.sidebar p.admonition-title~*,.admonition.sidebar p.admonition-title~*{margin-left:0;margin-right:0}div.topic,div.topic.contents,nav.contents,aside.topic{display:flex;flex-direction:column;background-color:var(--pst-color-surface);border-color:var(--pst-color-border);border-radius:.25rem;padding:1rem 1.25rem;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}div.topic .topic-title,div.topic.contents .topic-title,nav.contents .topic-title,aside.topic .topic-title{margin:0 0 .5rem}div.topic p,div.topic.contents p,nav.contents p,aside.topic p{color:var(--pst-color-on-surface) !important}div.topic ul.simple,div.topic.contents ul.simple,nav.contents ul.simple,aside.topic ul.simple{padding-left:1rem}div.topic ul.simple ul,div.topic.contents ul.simple ul,nav.contents ul.simple ul,aside.topic ul.simple ul{padding-left:2em}aside.sidebar{border:1px solid var(--pst-color-border);background-color:var(--pst-color-surface);border-radius:.25rem;margin-left:.5rem;padding:0}aside.sidebar>*:last-child{padding-bottom:1rem}aside.sidebar p.sidebar-title{position:relative;margin-bottom:0;padding-top:.5rem;padding-bottom:.5rem;border-bottom:1px solid var(--pst-color-border);font-family:var(--pst-font-family-heading);font-weight:var(--pst-admonition-font-weight-heading)}aside.sidebar>*:not(.sidebar-title):first-child,aside.sidebar>p.sidebar-title+*{margin-top:1rem}aside.sidebar>*{padding-left:1rem;padding-right:1rem}p.rubric{display:flex;flex-direction:column}.seealso dd{margin-top:0;margin-bottom:0}table.field-list{border-collapse:separate;border-spacing:10px;margin-left:1px}table.field-list th.field-name{padding:1px 8px 1px 5px;white-space:nowrap;background-color:var(--pst-color-surface)}table.field-list td.field-body p{font-style:italic}table.field-list td.field-body p>strong{font-style:normal}table.field-list td.field-body blockquote{border-left:none;margin:0 0 .3em;padding-left:30px}.table.autosummary td:first-child{white-space:nowrap}.sig{font-family:var(--pst-font-family-monospace)}.sig-inline.c-texpr,.sig-inline.cpp-texpr{font-family:unset}.sig.c .k,.sig.c .kt,.sig.cpp .k,.sig.cpp .kt{color:var(--pst-color-text-base)}.sig.c .m,.sig.cpp .m{color:var(--pst-color-text-base)}.sig.c .s,.sig.c .sc,.sig.cpp .s,.sig.cpp .sc{color:var(--pst-color-text-base)}.sig-name{color:var(--pst-color-inline-code)}.sig-param .o,.sig-param .default_value{color:var(--pst-color-text-muted);font-weight:normal}dt:target,span.highlighted{background-color:var(--pst-color-target)}.viewcode-back{font-family:var(--pst-font-family-base)}.viewcode-block:target{border-top:1px solid var(--pst-color-border);border-bottom:1px solid var(--pst-color-border);position:relative;background-color:var(--pst-color-target)}dl>dt>a:has(.viewcode-link){float:right}dl>dt>a:has(.viewcode-link) .viewcode-link{float:none}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple){margin-bottom:3rem}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dd{margin-left:2rem}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dd>dl.simple>dt{display:flex}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dl.field-list{display:grid;grid-template-columns:unset}dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dt.field-odd,dl[class]:not(.option-list,.field-list,.footnote,.glossary,.simple) dt.field-even{margin-top:.2rem;margin-bottom:.1rem;background-color:var(--pst-color-surface)}div[class*=highlight-],div.highlight,div.literal-block-wrapper{display:flex;flex-direction:column;width:unset;border-radius:.25rem;break-inside:avoid}div.literal-block-wrapper{border:1px solid var(--pst-color-border);border-radius:.25rem}div.literal-block-wrapper div.code-block-caption{margin:0;border-bottom:1px solid var(--pst-color-border);padding:.5rem;font-size:1rem;font-weight:var(--pst-font-weight-caption)}div.literal-block-wrapper div.code-block-caption a.headerlink{font-size:inherit}div.literal-block-wrapper div[class*=highlight-]{margin:0;border-radius:0}div.literal-block-wrapper div[class*=highlight-] pre{border:none;box-shadow:none}code.literal{padding:.1rem .25rem;background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem}a>code{color:var(--pst-color-inline-code-links)}html[data-theme=light] .highlight .nf{color:#0078a1 !important}span.linenos{opacity:.8 !important}figure>a,figure>a>img,figure>img,figure>video{display:block;margin-left:auto;margin-right:auto}figure a.headerlink{position:absolute;font-size:inherit}figure:hover a.headerlink{visibility:visible}figure figcaption{font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-caption);color:var(--pst-color-text-muted);margin-left:auto;margin-right:auto;margin-top:.3rem;text-align:center}figure figcaption>p:last-child{margin-bottom:0}figure figcaption p{text-align:start;display:inline-block}figure figcaption table.table{width:fit-content;margin-left:auto;margin-right:auto}dt.label>span.brackets:not(:only-child)::before{content:\"[\"}dt.label>span.brackets:not(:only-child)::after{content:\"]\"}a.footnote-reference{vertical-align:super;font-size:small}aside.footnote{margin-bottom:.5rem}aside.footnote:last-child{margin-bottom:1rem}aside.footnote span.label,aside.footnote span.backrefs{font-weight:bold}aside.footnote:target{background-color:var(--pst-color-target)}table.highlighttable td.linenos,span.linenos,div.doctest>div.highlight span.gp{user-select:none}dd{margin-top:3px;margin-bottom:10px;margin-left:30px}ol,ul{padding-inline-start:2rem}ol li>p:first-child,ul li>p:first-child{margin-bottom:.25rem;margin-top:.25rem}blockquote{padding:1em;color:var(--pst-color-text-muted);border-left:.25em solid var(--pst-color-blockquote-notch);border-radius:.25rem;position:relative;background-color:var(--pst-color-surface)}blockquote p{color:var(--pst-color-text-base)}blockquote .line-block{margin:0}blockquote p:last-child{margin-bottom:0}blockquote::before{content:\"\";width:100%;height:100%;position:absolute;left:0;top:0;z-index:-1;pointer-events:none}blockquote a{color:var(--pst-color-inline-code-links)}blockquote::before{z-index:-1}span.guilabel{border:1px solid var(--pst-color-info);font-size:80%;font-weight:700;border-radius:4px;padding:2.4px 6px;margin:auto 2px;position:relative;background-color:var(--pst-color-info-bg)}span.guilabel::before{content:\"\";width:100%;height:100%;position:absolute;left:0;top:0;z-index:-1;pointer-events:none}a.reference.download::before{content:var(--pst-icon-download);font:var(--fa-font-solid);font-size:.8em;padding:0 .25em;color:var(--pst-color-text-muted)}table{margin-left:auto;margin-right:auto}table.table-right{margin-right:0}table.table-left{margin-left:0}table caption{text-align:center;caption-side:top;color:var(--pst-color-text-muted)}th.text-left,td.text-left{text-align:left}th.text-right,td.text-right{text-align:right}th.text-center,td.text-center{text-align:center}.table{color:var(--pst-color-table);border:1px solid var(--pst-color-table-outer-border);--bs-table-bg: transparent;--bs-table-color: var( --pst-color-text-base )}.table th~th,.table th~td,.table td~th,.table td~td{border-left:1px solid var(--pst-color-table-inner-border)}.table thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.table tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.table tbody tr:nth-child(even){background-color:var(--pst-color-table-row-zebra-high-bg)}.table tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}.pst-scrollable-table-container{overflow-x:auto}.toctree-wrapper p.caption{font-size:1.5em;margin-bottom:0}.toctree-wrapper>ul{padding-left:0}.toctree-wrapper li[class^=toctree-l]{list-style:none;margin-bottom:.2em}.toctree-wrapper li[class^=toctree-l]>a{list-style:none;font-size:1.1em}.toctree-wrapper li[class^=toctree-l]>ul{list-style:none;padding-inline-start:1.5em}.toctree-wrapper .toctree-l1>a{font-size:1.3em}div.topic.contents ul.simple,nav.contents ul.simple{list-style:none;padding-left:0}span.math,div.math{align-items:center;display:flex;max-width:100%;overflow:hidden}span.math{display:inline-flex}div.math{gap:.5em;flex-direction:row-reverse}div.math span.eqno a.headerlink{position:relative;font-size:1em}div.math mjx-container{flex-grow:1;padding-bottom:.2rem;overflow:auto}div.math mjx-container mjx-assistive-mml{height:0}.ablog-sidebar-item h2,.ablog-sidebar-item h3{font-size:var(--pst-sidebar-header-font-size);margin-top:.5rem}.ablog-sidebar-item h2 a,.ablog-sidebar-item h3 a{color:var(--pst-color-text-base)}.ablog-sidebar-item ul{list-style:none;padding-left:0;overflow-y:hidden;display:flex;flex-direction:column;gap:.5em;margin-bottom:0}.ablog-sidebar-item ul.ablog-cloud{flex-flow:row wrap;gap:.5rem}.ablog-sidebar-item ul.ablog-cloud li{display:flex;align-items:center}.ablog__prev-next{font-size:1.2em;display:flex;padding:1rem 0}.ablog__prev-next>span{display:flex;max-width:45%}.ablog__prev-next>span a{display:flex;align-items:center;margin-left:auto;gap:1rem;line-height:1.5rem}.ablog__prev-next>span a i::before{color:var(--pst-color-text-base)}.ablog__prev-next span.ablog__prev i.fa-arrow-circle-left::before{content:var(--pst-icon-angle-left)}.ablog__prev-next span.ablog__spacer{display:none}.ablog__prev-next span.ablog__next{margin-left:auto;text-align:right}.ablog__prev-next span.ablog__next i.fa-arrow-circle-right::before{content:var(--pst-icon-angle-right)}.ablog__collection,.postlist{padding-left:0}.ablog__collection .ablog-post,.postlist .ablog-post{list-style:none}.ablog__collection .ablog-post .ablog-archive,.postlist .ablog-post .ablog-archive{display:flex;flex-flow:row wrap;gap:1rem;list-style:none;font-size:.75rem;padding-left:0}.ablog__collection .ablog-post .ablog-post-title,.postlist .ablog-post .ablog-post-title{margin-top:0;font-size:1.25rem}.ablog__collection .ablog-post .ablog-post-title a,.postlist .ablog-post .ablog-post-title a{font-weight:bold}.ablog__collection .ablog-post .ablog-post-expand,.postlist .ablog-post .ablog-post-expand{margin-bottom:.5rem}.docutils.container{padding-left:unset;padding-right:unset;margin-left:unset;margin-right:unset;max-width:unset;width:unset}.btn{--bs-btn-focus-box-shadow: 0 0 0 0.1875rem var(--pst-color-accent)}div.highlight button.copybtn{display:flex;align-items:center;justify-content:center;border:none;background-color:var(--pst-color-surface)}div.highlight button.copybtn:not(.success){color:var(--pst-color-muted)}div.highlight button.copybtn:hover:not(.success){color:var(--pst-color-text);background-color:var(--pst-color-shadow)}div.highlight button.copybtn.o-tooltip--left::after{color:var(--pst-color-text);background-color:var(--pst-color-surface)}div.highlight button.copybtn:focus{opacity:1}div.highlight button.copybtn:focus-visible{outline:var(--pst-color-accent) solid .1875rem}div.highlight:has(button.copybtn){min-height:2em}#ethical-ad-placement .ethical-sidebar a,#ethical-ad-placement .ethical-sidebar a:visited,#ethical-ad-placement .ethical-sidebar a:hover,#ethical-ad-placement .ethical-sidebar a:active,#ethical-ad-placement .ethical-footer a,#ethical-ad-placement .ethical-footer a:visited,#ethical-ad-placement .ethical-footer a:hover,#ethical-ad-placement .ethical-footer a:active{color:var(--pst-color-text-base)}#ethical-ad-placement .ethical-sidebar,#ethical-ad-placement .ethical-footer{background-color:var(--pst-color-background);border:1px solid var(--pst-color-border);border-radius:5px;color:var(--pst-color-text-base);font-size:14px;line-height:20px}.bd-content div.jupyter_container{border:none;background-color:unset;box-shadow:none}.bd-content div.jupyter_container div.output,.bd-content div.jupyter_container div.highlight{border-radius:.25rem}.bd-content div.jupyter_container div.highlight{background-color:var(--pst-color-surface)}.bd-content div.jupyter_container .cell_input,.bd-content div.jupyter_container .cell_output{border-radius:.25rem}.bd-content div.jupyter_container .cell_input pre,.bd-content div.jupyter_container .cell_output pre{padding:1rem}html[data-theme=dark] div.graphviz>object.inheritance{filter:brightness(0.8) invert(0.82) contrast(1.2);color-scheme:normal}.xr-wrap[hidden]{display:block !important}.jp-OutputArea-output.lm-Widget{overflow:auto}:root{--pst-teal-50: #f4fbfc;--pst-teal-100: #e9f6f8;--pst-teal-200: #d0ecf1;--pst-teal-300: #abdde6;--pst-teal-400: #3fb1c5;--pst-teal-500: #0a7d91;--pst-teal-600: #085d6c;--pst-teal-700: #064752;--pst-teal-800: #042c33;--pst-teal-900: #021b1f;--pst-violet-50: #f4eefb;--pst-violet-100: #e0c7ff;--pst-violet-200: #d5b4fd;--pst-violet-300: #b780ff;--pst-violet-400: #9c5ffd;--pst-violet-500: #8045e5;--pst-violet-600: #6432bd;--pst-violet-700: #4b258f;--pst-violet-800: #341a61;--pst-violet-900: #1e0e39;--pst-gray-50: #f9f9fa;--pst-gray-100: #f3f4f5;--pst-gray-200: #e5e7ea;--pst-gray-300: #d1d5da;--pst-gray-400: #9ca4af;--pst-gray-500: #677384;--pst-gray-600: #48566b;--pst-gray-700: #29313d;--pst-gray-800: #222832;--pst-gray-900: #14181e;--pst-pink-50: #fcf8fd;--pst-pink-100: #fcf0fa;--pst-pink-200: #f8dff5;--pst-pink-300: #f3c7ee;--pst-pink-400: #e47fd7;--pst-pink-500: #c132af;--pst-pink-600: #912583;--pst-pink-700: #6e1c64;--pst-pink-800: #46123f;--pst-pink-900: #2b0b27;--pst-foundation-white: #ffffff;--pst-foundation-black: #14181e}html:not([data-theme]){--pst-color-primary: #0a7d91;--pst-color-primary-bg: #d0ecf1;--pst-color-secondary: #8045e5;--pst-color-secondary-bg: #e0c7ff;--pst-color-accent: #c132af;--pst-color-accent-bg: #f8dff5;--pst-color-info: #276be9;--pst-color-info-bg: #dce7fc;--pst-color-warning: #f66a0a;--pst-color-warning-bg: #f8e3d0;--pst-color-success: #00843f;--pst-color-success-bg: #d6ece1;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #d72d47;--pst-color-danger-bg: #f9e1e4;--pst-color-text-base: #222832;--pst-color-text-muted: #48566b;--pst-color-heading-color: #fff;--pst-color-shadow: rgba(0, 0, 0, 0.1);--pst-color-border: #d1d5da;--pst-color-border-muted: rgba(23, 23, 26, 0.2);--pst-color-blockquote-notch: #677384;--pst-color-inline-code: #912583;--pst-color-inline-code-links: #085d6c;--pst-color-target: #f3cf95;--pst-color-table: #14181e;--pst-color-table-row-hover-bg: #b780ff;--pst-color-table-inner-border: #e5e7ea;--pst-color-background: #ffffff;--pst-color-on-background: #ffffff;--pst-color-surface: #f3f4f5;--pst-color-on-surface: #222832}html:not([data-theme]){--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html:not([data-theme]) .only-dark,html:not([data-theme]) .only-dark~figcaption{display:none !important}html[data-theme=light]{--pst-color-primary: #0a7d91;--pst-color-primary-bg: #d0ecf1;--pst-color-secondary: #8045e5;--pst-color-secondary-bg: #e0c7ff;--pst-color-accent: #c132af;--pst-color-accent-bg: #f8dff5;--pst-color-info: #276be9;--pst-color-info-bg: #dce7fc;--pst-color-warning: #f66a0a;--pst-color-warning-bg: #f8e3d0;--pst-color-success: #00843f;--pst-color-success-bg: #d6ece1;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #d72d47;--pst-color-danger-bg: #f9e1e4;--pst-color-text-base: #222832;--pst-color-text-muted: #48566b;--pst-color-heading-color: #fff;--pst-color-shadow: rgba(0, 0, 0, 0.1);--pst-color-border: #d1d5da;--pst-color-border-muted: rgba(23, 23, 26, 0.2);--pst-color-blockquote-notch: #677384;--pst-color-inline-code: #912583;--pst-color-inline-code-links: #085d6c;--pst-color-target: #f3cf95;--pst-color-table: #14181e;--pst-color-table-row-hover-bg: #b780ff;--pst-color-table-inner-border: #e5e7ea;--pst-color-background: #ffffff;--pst-color-on-background: #ffffff;--pst-color-surface: #f3f4f5;--pst-color-on-surface: #222832;color-scheme:light}html[data-theme=light]{--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html[data-theme=light] .only-dark,html[data-theme=light] .only-dark~figcaption{display:none !important}html[data-theme=dark]{--pst-color-primary: #3fb1c5;--pst-color-primary-bg: #042c33;--pst-color-secondary: #9c5ffd;--pst-color-secondary-bg: #341a61;--pst-color-accent: #e47fd7;--pst-color-accent-bg: #46123f;--pst-color-info: #79a3f2;--pst-color-info-bg: #06245d;--pst-color-warning: #ff9245;--pst-color-warning-bg: #652a02;--pst-color-success: #5fb488;--pst-color-success-bg: #002f17;--pst-color-attention: var(--pst-color-warning);--pst-color-attention-bg: var(--pst-color-warning-bg);--pst-color-danger: #e78894;--pst-color-danger-bg: #4e111b;--pst-color-text-base: #ced6dd;--pst-color-text-muted: #9ca4af;--pst-color-heading-color: #14181e;--pst-color-shadow: rgba(0, 0, 0, 0.2);--pst-color-border: #48566b;--pst-color-border-muted: #29313d;--pst-color-blockquote-notch: #9ca4af;--pst-color-inline-code: #f3c7ee;--pst-color-inline-code-links: #3fb1c5;--pst-color-target: #675c04;--pst-color-table: #ffffff;--pst-color-table-row-hover-bg: #6432bd;--pst-color-table-inner-border: #364150;--pst-color-background: #14181e;--pst-color-on-background: #222832;--pst-color-surface: #29313d;--pst-color-on-surface: #f3f4f5;color-scheme:dark}html[data-theme=dark]{--pst-color-link: var(--pst-color-primary);--pst-color-link-hover: var(--pst-color-secondary);--pst-color-table-outer-border: var(--pst-color-surface);--pst-color-table-heading-bg: var(--pst-color-surface);--pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);--pst-color-table-row-zebra-low-bg: var(--pst-color-surface)}html[data-theme=dark] .only-light,html[data-theme=dark] .only-light~figcaption{display:none !important}html[data-theme=dark] img:not(.only-dark,.dark-light){filter:brightness(0.8) contrast(1.2)}html[data-theme=dark] .bd-content img:not(.only-dark,.dark-light){background-color:#fff;border-radius:.25rem}html[data-theme=dark] .MathJax_SVG *{fill:var(--pst-color-text-base)}.pst-color-primary{color:var(--pst-color-primary)}.pst-color-secondary{color:var(--pst-color-secondary)}.pst-color-accent{color:var(--pst-color-accent)}.pst-color-info{color:var(--pst-color-info)}.pst-color-warning{color:var(--pst-color-warning)}.pst-color-success{color:var(--pst-color-success)}.pst-color-attention{color:var(--pst-color-attention)}.pst-color-danger{color:var(--pst-color-danger)}.pst-color-text-base{color:var(--pst-color-text-base)}.pst-color-text-muted{color:var(--pst-color-text-muted)}.pst-color-heading-color{color:var(--pst-color-heading-color)}.pst-color-shadow{color:var(--pst-color-shadow)}.pst-color-border{color:var(--pst-color-border)}.pst-color-border-muted{color:var(--pst-color-border-muted)}.pst-color-blockquote-notch{color:var(--pst-color-blockquote-notch)}.pst-color-inline-code{color:var(--pst-color-inline-code)}.pst-color-inline-code-links{color:var(--pst-color-inline-code-links)}.pst-color-target{color:var(--pst-color-target)}.pst-color-table{color:var(--pst-color-table)}.pst-color-table-row-hover{color:var(--pst-color-table-row-hover)}.pst-color-table-inner-border{color:var(--pst-color-table-inner-border)}.pst-color-background{color:var(--pst-color-background)}.pst-color-on-background{color:var(--pst-color-on-background)}.pst-color-surface{color:var(--pst-color-surface)}.pst-color-on-surface{color:var(--pst-color-on-surface)}html[data-theme=light]{--pst-color-primary: rgb(10, 125, 145);--pst-color-primary-text: #fff;--pst-color-primary-highlight: #053f49;--sd-color-primary: var(--pst-color-primary);--sd-color-primary-text: var(--pst-color-primary-text);--sd-color-primary-highlight: var(--pst-color-primary-highlight);--sd-color-primary-bg: #d0ecf1;--sd-color-primary-bg-text: #14181e;--pst-color-secondary: rgb(128, 69, 229);--pst-color-secondary-text: #fff;--pst-color-secondary-highlight: #591bc2;--sd-color-secondary: var(--pst-color-secondary);--sd-color-secondary-text: var(--pst-color-secondary-text);--sd-color-secondary-highlight: var(--pst-color-secondary-highlight);--sd-color-secondary-bg: #e0c7ff;--sd-color-secondary-bg-text: #14181e;--pst-color-success: #00843f;--pst-color-success-text: #fff;--pst-color-success-highlight: #00381a;--sd-color-success: var(--pst-color-success);--sd-color-success-text: var(--pst-color-success-text);--sd-color-success-highlight: var(--pst-color-success-highlight);--sd-color-success-bg: #d6ece1;--sd-color-success-bg-text: #14181e;--pst-color-info: #276be9;--pst-color-info-text: #fff;--pst-color-info-highlight: #124ab1;--sd-color-info: var(--pst-color-info);--sd-color-info-text: var(--pst-color-info-text);--sd-color-info-highlight: var(--pst-color-info-highlight);--sd-color-info-bg: #dce7fc;--sd-color-info-bg-text: #14181e;--pst-color-warning: #f66a0a;--pst-color-warning-text: #14181e;--pst-color-warning-highlight: #ad4a06;--sd-color-warning: var(--pst-color-warning);--sd-color-warning-text: var(--pst-color-warning-text);--sd-color-warning-highlight: var(--pst-color-warning-highlight);--sd-color-warning-bg: #f8e3d0;--sd-color-warning-bg-text: #14181e;--pst-color-danger: #d72d47;--pst-color-danger-text: #fff;--pst-color-danger-highlight: #9a1d30;--sd-color-danger: var(--pst-color-danger);--sd-color-danger-text: var(--pst-color-danger-text);--sd-color-danger-highlight: var(--pst-color-danger-highlight);--sd-color-danger-bg: #f9e1e4;--sd-color-danger-bg-text: #14181e;--pst-color-light: #f3f4f5;--pst-color-light-text: #14181e;--pst-color-light-highlight: #c9ced2;--sd-color-light: var(--pst-color-light);--sd-color-light-text: var(--pst-color-light-text);--sd-color-light-highlight: var(--pst-color-light-highlight);--sd-color-light-bg: #f7f7f8;--sd-color-light-bg-text: #14181e;--pst-color-muted: #29313d;--pst-color-muted-text: #fff;--pst-color-muted-highlight: #0a0c0f;--sd-color-muted: var(--pst-color-muted);--sd-color-muted-text: var(--pst-color-muted-text);--sd-color-muted-highlight: var(--pst-color-muted-highlight);--sd-color-muted-bg: #5a6c86;--sd-color-muted-bg-text: #fff;--pst-color-dark: #222832;--pst-color-dark-text: #fff;--pst-color-dark-highlight: #030404;--sd-color-dark: var(--pst-color-dark);--sd-color-dark-text: var(--pst-color-dark-text);--sd-color-dark-highlight: var(--pst-color-dark-highlight);--pst-color-black: #14181e;--pst-color-black-text: #fff;--pst-color-black-highlight: black;--sd-color-black: var(--pst-color-black);--sd-color-black-text: var(--pst-color-black-text);--sd-color-black-highlight: var(--pst-color-black-highlight);--pst-color-white: #fff;--pst-color-white-text: #14181e;--pst-color-white-highlight: #d9d9d9;--sd-color-white: var(--pst-color-white);--sd-color-white-text: var(--pst-color-white-text);--sd-color-white-highlight: var(--pst-color-white-highlight)}html[data-theme=dark]{--pst-color-primary: rgb(63, 177, 197);--pst-color-primary-text: #14181e;--pst-color-primary-highlight: #2b7e8d;--sd-color-primary: var(--pst-color-primary);--sd-color-primary-text: var(--pst-color-primary-text);--sd-color-primary-highlight: var(--pst-color-primary-highlight);--sd-color-primary-bg: #042c33;--sd-color-primary-bg-text: #fff;--pst-color-secondary: rgb(156, 95, 253);--pst-color-secondary-text: #14181e;--pst-color-secondary-highlight: #6d13fc;--sd-color-secondary: var(--pst-color-secondary);--sd-color-secondary-text: var(--pst-color-secondary-text);--sd-color-secondary-highlight: var(--pst-color-secondary-highlight);--sd-color-secondary-bg: #341a61;--sd-color-secondary-bg-text: #fff;--pst-color-success: #5fb488;--pst-color-success-text: #14181e;--pst-color-success-highlight: #3f8762;--sd-color-success: var(--pst-color-success);--sd-color-success-text: var(--pst-color-success-text);--sd-color-success-highlight: var(--pst-color-success-highlight);--sd-color-success-bg: #002f17;--sd-color-success-bg-text: #fff;--pst-color-info: #79a3f2;--pst-color-info-text: #14181e;--pst-color-info-highlight: #3373eb;--sd-color-info: var(--pst-color-info);--sd-color-info-text: var(--pst-color-info-text);--sd-color-info-highlight: var(--pst-color-info-highlight);--sd-color-info-bg: #06245d;--sd-color-info-bg-text: #fff;--pst-color-warning: #ff9245;--pst-color-warning-text: #14181e;--pst-color-warning-highlight: #f86600;--sd-color-warning: var(--pst-color-warning);--sd-color-warning-text: var(--pst-color-warning-text);--sd-color-warning-highlight: var(--pst-color-warning-highlight);--sd-color-warning-bg: #652a02;--sd-color-warning-bg-text: #fff;--pst-color-danger: #e78894;--pst-color-danger-text: #14181e;--pst-color-danger-highlight: #da485b;--sd-color-danger: var(--pst-color-danger);--sd-color-danger-text: var(--pst-color-danger-text);--sd-color-danger-highlight: var(--pst-color-danger-highlight);--sd-color-danger-bg: #4e111b;--sd-color-danger-bg-text: #fff;--pst-color-light: #f3f4f5;--pst-color-light-text: #14181e;--pst-color-light-highlight: #c9ced2;--sd-color-light: var(--pst-color-light);--sd-color-light-text: var(--pst-color-light-text);--sd-color-light-highlight: var(--pst-color-light-highlight);--sd-color-light-bg: #a3abb2;--sd-color-light-bg-text: #14181e;--pst-color-muted: #f3f4f5;--pst-color-muted-text: #14181e;--pst-color-muted-highlight: #c9ced2;--sd-color-muted: var(--pst-color-muted);--sd-color-muted-text: var(--pst-color-muted-text);--sd-color-muted-highlight: var(--pst-color-muted-highlight);--sd-color-muted-bg: #1d222b;--sd-color-muted-bg-text: #fff;--pst-color-dark: #222832;--pst-color-dark-text: #fff;--pst-color-dark-highlight: #030404;--sd-color-dark: var(--pst-color-dark);--sd-color-dark-text: var(--pst-color-dark-text);--sd-color-dark-highlight: var(--pst-color-dark-highlight);--pst-color-black: #14181e;--pst-color-black-text: #fff;--pst-color-black-highlight: black;--sd-color-black: var(--pst-color-black);--sd-color-black-text: var(--pst-color-black-text);--sd-color-black-highlight: var(--pst-color-black-highlight);--pst-color-white: #fff;--pst-color-white-text: #14181e;--pst-color-white-highlight: #d9d9d9;--sd-color-white: var(--pst-color-white);--sd-color-white-text: var(--pst-color-white-text);--sd-color-white-highlight: var(--pst-color-white-highlight)}html[data-theme=light]{--sd-color-card-border: var(--pst-color-border)}html[data-theme=dark]{--sd-color-card-border: var(--pst-color-border)}html[data-theme=light] .sd-shadow-xs,html[data-theme=light] .sd-shadow-sm,html[data-theme=light] .sd-shadow-md,html[data-theme=light] .sd-shadow-lg{box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}.bd-content .sd-card{border:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-header{background-color:var(--pst-color-panel-background);border-bottom:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-footer{background-color:var(--pst-color-panel-background);border-top:1px solid var(--pst-color-border)}.bd-content .sd-card .sd-card-body{background-color:var(--pst-color-panel-background)}.bd-content .sd-card .sd-stretched-link:focus-visible{outline:none}.bd-content .sd-card .sd-stretched-link:focus-visible::after{outline:var(--pst-color-accent) solid .1875rem;border-radius:.25rem}.bd-content .sd-card.sd-card-hover:hover{border-color:var(--pst-color-link-hover)}.bd-content .sd-tab-set>input:checked+label{border-style:solid solid none;border-color:var(--pst-color-primary) var(--pst-color-primary) rgba(0,0,0,0);border-width:.125rem .125rem 0;border-radius:.125rem .125rem 0 0;background-color:var(--pst-color-on-background);transform:translateY(0.125rem);color:var(--pst-color-primary)}.bd-content .sd-tab-set>input:focus-visible+label{border:.125rem solid var(--pst-color-accent);border-radius:.125rem;background-color:var(--pst-color-accent-bg);color:var(--pst-color-on-surface)}.bd-content .sd-tab-set>input:not(:checked,:focus-visible)+label:hover{border-color:rgba(0,0,0,0);color:var(--pst-color-secondary);text-decoration-line:underline;text-decoration-thickness:max(3px, .1875rem, .12em)}.bd-content .sd-tab-set>label{color:var(--pst-color-on-surface);border:.125rem solid rgba(0,0,0,0);border-radius:.125rem .125rem 0 0;background-color:var(--pst-color-surface);padding:0 .75em;margin-inline-end:.25rem;line-height:1.95}html[data-theme=dark] .bd-content .sd-tab-set>label{background-color:var(--pst-color-on-background)}.bd-content .sd-tab-set .sd-tab-content{border:.125rem solid var(--pst-color-primary);border-radius:.1875rem;box-shadow:unset;padding:.625rem;background-color:var(--pst-color-on-background)}details.sd-dropdown{border:0 !important;box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow) !important}details.sd-dropdown summary.sd-card-header{border:0 !important;display:flex;align-items:center;position:relative;font-weight:600;padding-top:.5rem;padding-bottom:.5rem;--pst-sd-dropdown-color: var(--pst-gray-500);--pst-sd-dropdown-bg-color: var(--pst-color-surface);background-color:var(--pst-sd-dropdown-bg-color) !important;border-left:.2rem solid var(--pst-sd-dropdown-color) !important}details.sd-dropdown summary.sd-card-header+div.sd-summary-content{border:0;--pst-sd-dropdown-color: var(--sd-color-card-border)}details.sd-dropdown summary.sd-card-header.sd-bg-primary{--pst-sd-dropdown-color: var(--sd-color-primary);--pst-sd-dropdown-bg-color: var(--sd-color-primary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-primary+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-primary);--pst-sd-dropdown-bg-color: var(--sd-color-primary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-primary{color:var(--sd-color-primary-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-secondary{--pst-sd-dropdown-color: var(--sd-color-secondary);--pst-sd-dropdown-bg-color: var(--sd-color-secondary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-secondary+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-secondary);--pst-sd-dropdown-bg-color: var(--sd-color-secondary-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-secondary{color:var(--sd-color-secondary-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-success{--pst-sd-dropdown-color: var(--sd-color-success);--pst-sd-dropdown-bg-color: var(--sd-color-success-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-success+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-success);--pst-sd-dropdown-bg-color: var(--sd-color-success-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-success{color:var(--sd-color-success-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-info{--pst-sd-dropdown-color: var(--sd-color-info);--pst-sd-dropdown-bg-color: var(--sd-color-info-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-info+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-info);--pst-sd-dropdown-bg-color: var(--sd-color-info-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-info{color:var(--sd-color-info-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-warning{--pst-sd-dropdown-color: var(--sd-color-warning);--pst-sd-dropdown-bg-color: var(--sd-color-warning-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-warning+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-warning);--pst-sd-dropdown-bg-color: var(--sd-color-warning-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-warning{color:var(--sd-color-warning-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-danger{--pst-sd-dropdown-color: var(--sd-color-danger);--pst-sd-dropdown-bg-color: var(--sd-color-danger-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-danger+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-danger);--pst-sd-dropdown-bg-color: var(--sd-color-danger-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-danger{color:var(--sd-color-danger-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-light{--pst-sd-dropdown-color: var(--sd-color-light);--pst-sd-dropdown-bg-color: var(--sd-color-light-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-light+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-light);--pst-sd-dropdown-bg-color: var(--sd-color-light-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-light{color:var(--sd-color-light-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-muted{--pst-sd-dropdown-color: var(--sd-color-muted);--pst-sd-dropdown-bg-color: var(--sd-color-muted-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-muted+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-muted);--pst-sd-dropdown-bg-color: var(--sd-color-muted-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-muted{color:var(--sd-color-muted-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-dark{--pst-sd-dropdown-color: var(--sd-color-dark);--pst-sd-dropdown-bg-color: var(--sd-color-dark-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-dark+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-dark);--pst-sd-dropdown-bg-color: var(--sd-color-dark-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-dark{color:var(--sd-color-dark-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-black{--pst-sd-dropdown-color: var(--sd-color-black);--pst-sd-dropdown-bg-color: var(--sd-color-black-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-black+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-black);--pst-sd-dropdown-bg-color: var(--sd-color-black-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-black{color:var(--sd-color-black-bg-text) !important}details.sd-dropdown summary.sd-card-header.sd-bg-white{--pst-sd-dropdown-color: var(--sd-color-white);--pst-sd-dropdown-bg-color: var(--sd-color-white-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-white+div.sd-summary-content{--pst-sd-dropdown-color: var(--sd-color-white);--pst-sd-dropdown-bg-color: var(--sd-color-white-bg)}details.sd-dropdown summary.sd-card-header.sd-bg-text-white{color:var(--sd-color-white-bg-text) !important}details.sd-dropdown summary.sd-card-header::before{content:\"\";width:100%;height:100%;position:absolute;left:0;top:0;z-index:-1;pointer-events:none}details.sd-dropdown summary.sd-card-header+div.sd-summary-content{border-left:.2rem solid var(--pst-sd-dropdown-color) !important;border-bottom-left-radius:calc(.25rem - 1px);background-color:var(--pst-color-on-background)}details.sd-dropdown summary.sd-card-header span.sd-summary-icon{display:inline-flex;align-items:center;color:var(--pst-sd-dropdown-color) !important}details.sd-dropdown summary.sd-card-header span.sd-summary-icon svg{opacity:1}details.sd-dropdown summary.sd-card-header .sd-summary-up,details.sd-dropdown summary.sd-card-header .sd-summary-down{top:.7rem}details.sd-dropdown summary.sd-card-header:focus-visible{outline:var(--pst-color-accent) solid .1875rem;outline-offset:-0.1875rem}html .sd-btn{min-width:2.25rem;padding:.3125rem .75rem .4375rem}html .sd-btn:hover{text-decoration:underline;text-decoration-thickness:max(1px, .0625rem);text-underline-offset:.1578em;text-decoration-thickness:max(3px, .1875rem, .12em);text-decoration-skip-ink:none;color:var(--pst-color-link-hover);text-decoration-thickness:1px}html .sd-btn-primary:focus-visible,html .sd-btn-outline-primary:focus-visible{background-color:var(--sd-color-primary) !important;border-color:var(--sd-color-primary) !important;outline:var(--sd-color-primary) solid .1875rem;outline-offset:.1875rem}html .sd-btn-secondary:focus-visible,html .sd-btn-outline-secondary:focus-visible{background-color:var(--sd-color-secondary) !important;border-color:var(--sd-color-secondary) !important;outline:var(--sd-color-secondary) solid .1875rem;outline-offset:.1875rem}html .sd-btn-success:focus-visible,html .sd-btn-outline-success:focus-visible{background-color:var(--sd-color-success) !important;border-color:var(--sd-color-success) !important;outline:var(--sd-color-success) solid .1875rem;outline-offset:.1875rem}html .sd-btn-info:focus-visible,html .sd-btn-outline-info:focus-visible{background-color:var(--sd-color-info) !important;border-color:var(--sd-color-info) !important;outline:var(--sd-color-info) solid .1875rem;outline-offset:.1875rem}html .sd-btn-warning:focus-visible,html .sd-btn-outline-warning:focus-visible{background-color:var(--sd-color-warning) !important;border-color:var(--sd-color-warning) !important;outline:var(--sd-color-warning) solid .1875rem;outline-offset:.1875rem}html .sd-btn-danger:focus-visible,html .sd-btn-outline-danger:focus-visible{background-color:var(--sd-color-danger) !important;border-color:var(--sd-color-danger) !important;outline:var(--sd-color-danger) solid .1875rem;outline-offset:.1875rem}html .sd-btn-light:focus-visible,html .sd-btn-outline-light:focus-visible{background-color:var(--sd-color-light) !important;border-color:var(--sd-color-light) !important;outline:var(--sd-color-light) solid .1875rem;outline-offset:.1875rem}html .sd-btn-muted:focus-visible,html .sd-btn-outline-muted:focus-visible{background-color:var(--sd-color-muted) !important;border-color:var(--sd-color-muted) !important;outline:var(--sd-color-muted) solid .1875rem;outline-offset:.1875rem}html .sd-btn-dark:focus-visible,html .sd-btn-outline-dark:focus-visible{background-color:var(--sd-color-dark) !important;border-color:var(--sd-color-dark) !important;outline:var(--sd-color-dark) solid .1875rem;outline-offset:.1875rem}html .sd-btn-black:focus-visible,html .sd-btn-outline-black:focus-visible{background-color:var(--sd-color-black) !important;border-color:var(--sd-color-black) !important;outline:var(--sd-color-black) solid .1875rem;outline-offset:.1875rem}html .sd-btn-white:focus-visible,html .sd-btn-outline-white:focus-visible{background-color:var(--sd-color-white) !important;border-color:var(--sd-color-white) !important;outline:var(--sd-color-white) solid .1875rem;outline-offset:.1875rem}.bd-content .admonition button.toggle-button{color:inherit}.bd-content .admonition button.toggle-button.toggle-button-hidden .toggle-chevron-right{transform:rotate(90deg);transition:none}.bd-content .admonition button.toggle-button .toggle-chevron-right{transform:rotate(-90deg);transition:none}.bd-content .admonition:focus-within{overflow:visible}.bd-content .admonition:focus-within .admonition-title:focus-within::before{content:\"\";transform:translateX(-0.2rem);width:calc(100% + .2rem);height:100%;border:var(--pst-color-accent) solid .1875rem;border-radius:.1875rem}.bd-content .admonition:focus-within:not(.toggle-hidden) .admonition-title:focus-within::before{border-bottom-left-radius:0;border-bottom-right-radius:0}.bd-content details.toggle-details summary{border-left:3px solid var(--pst-color-primary)}.bd-content details.toggle-details summary .toggle-chevron-right{transform:rotate(90deg);transition:none}.bd-content details.toggle-details[open] .toggle-chevron-right{transform:rotate(-90deg);transition:none}.bd-content details.toggle-details[open] :focus-visible{border-bottom-left-radius:0;border-bottom-right-radius:0}html div.rendered_html,html .jp-RenderedHTMLCommon{margin:.1875rem}html div.rendered_html table,html .jp-RenderedHTMLCommon table{table-layout:auto}.bd-content .nboutput .output_area.rendered_html table.dataframe,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe{color:var(--pst-color-table);border:1px solid var(--pst-color-table-outer-border)}.bd-content .nboutput .output_area.rendered_html table.dataframe th~th,.bd-content .nboutput .output_area.rendered_html table.dataframe th~td,.bd-content .nboutput .output_area.rendered_html table.dataframe td~th,.bd-content .nboutput .output_area.rendered_html table.dataframe td~td,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe th~th,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe th~td,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe td~th,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe td~td{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content .nboutput .output_area.rendered_html table.dataframe thead tr,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:nth-child(odd),.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:nth-child(even),.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:nth-child(even){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content .nboutput .output_area.rendered_html table.dataframe tbody tr:hover,.bd-content .nboutput .output_area .jp-RenderedHTMLCommon table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content .nboutput .output_area.rendered_html:not(:has(table.dataframe)),html[data-theme=dark] .bd-content .nboutput .output_area .widget-subarea{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}html[data-theme=dark] .bd-content .nboutput .output_area.stderr{background-color:var(--pst-color-danger)}div.nblast.container{margin-bottom:1rem}div.cell_output .output{max-width:100%;overflow-x:auto}.bd-content div.cell_output table.dataframe{color:var(--pst-color-table);border:1px solid var(--pst-color-table-outer-border)}.bd-content div.cell_output table.dataframe th~th,.bd-content div.cell_output table.dataframe th~td,.bd-content div.cell_output table.dataframe td~th,.bd-content div.cell_output table.dataframe td~td{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content div.cell_output table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(even){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content div.cell_output table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content div.cell_output img,html[data-theme=dark] .bd-content div.cell_output .text_html:not(:has(table.dataframe)),html[data-theme=dark] .bd-content div.cell_output .widget-subarea{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}.bd-content div.cell_input{display:flex;flex-direction:column;justify-content:stretch}.bd-content div.cell_input,.bd-content div.output{border-radius:.25rem}.bd-content div.output table{table-layout:auto}html[data-theme=dark] .bd-content img.leaflet-tile.leaflet-tile-loaded{border-radius:0;padding:0}.bd-search-container div#search-results>h2{font-size:var(--pst-font-size-icon);margin-top:1rem}.bd-search-container div#search-results p.search-summary{color:var(--pst-color-text-muted)}.bd-search-container ul.search{margin:0;list-style:none}.bd-search-container ul.search li{background-image:none;padding:1rem 0;margin:1rem 0;border-top:1px solid var(--pst-color-text-muted)}.bd-search-container ul.search li>a{font-size:1.2em}.bd-search-container ul.search li div.context,.bd-search-container ul.search li p.context{color:var(--pst-color-text-base);margin:.5em 0 0}.bd-search-container ul.search li div.context a::before,.bd-search-container ul.search li p.context a::before{content:\"#\";padding-right:.2em;color:var(--pst-color-text-muted)}","html {\n  /*****************************************************************************\n  * Overall Layout Variables\n  */\n\n  // Header height will impact the top offset for many sections\n  // Article header is 66% of Header\n  --pst-header-height: 4rem;\n  --pst-header-article-height: calc(var(--pst-header-height) * 2 / 3);\n  --pst-sidebar-secondary: 17rem;\n}\n\n/*******************************************************************************\n* Breakpoints that trigger UI changes\n*\n* Note that media-breakpoint-down begins at the next highest level!\n* So we should choose a media-breakpoint-down one *lower* than when we want to start\n* example: media-breakpoint-up(md) and media-breakpoint-down(sm) trigger at the same time\n* ref: https://github.com/twbs/bootstrap/issues/31214\n*/\n$breakpoint-sidebar-primary: lg; // When we collapse the primary sidebar\n$breakpoint-sidebar-secondary: xl; // When we collapse the secondary sidebar\n$breakpoint-page-width: 88rem; // taken from sphinx-basic-ng, which we are ultimately going to inherit\n\n/*******************************************************************************\n* Define the animation behaviour\n*/\n$animation-time: 200ms;\n\n/*******************************************************************************\n* UI shaping and padding\n*/\n$admonition-border-radius: 0.25rem;\n\n// In this theme, some focus rings have rounded corners while others do not.\n// This variable sets the border radius for the rounded focus rings.\n$focus-ring-radius: 0.125rem; // 2px at 100% zoom and 16px base font.\n\n$navbar-link-padding-y: 0.25rem;\n","html {\n  /*****************************************************************************\n  * Font features used in this theme\n  */\n\n  // base font size - applied at body/html level\n  --pst-font-size-base: 1rem;\n\n  // heading font sizes based on bootstrap sizing\n  --pst-font-size-h1: 2.5rem;\n  --pst-font-size-h2: 2rem;\n  --pst-font-size-h3: 1.75rem;\n  --pst-font-size-h4: 1.5rem;\n  --pst-font-size-h5: 1.25rem;\n  --pst-font-size-h6: 1.1rem;\n\n  // smaller than heading font sizes\n  --pst-font-size-milli: 0.9rem;\n\n  // Sidebar styles\n  --pst-sidebar-font-size: 0.9rem;\n  --pst-sidebar-font-size-mobile: 1.1rem;\n  --pst-sidebar-header-font-size: 1.2rem;\n  --pst-sidebar-header-font-weight: 600;\n\n  // Admonition styles\n  --pst-admonition-font-weight-heading: 600;\n\n  // Font weights\n  --pst-font-weight-caption: 300;\n  --pst-font-weight-heading: 400;\n\n  // Font family\n  // These are adapted from https://systemfontstack.com/ */\n  --pst-font-family-base-system: -apple-system, \"BlinkMacSystemFont\", \"Segoe UI\",\n    \"Helvetica Neue\", \"Arial\", sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\",\n    \"Segoe UI Symbol\";\n  --pst-font-family-monospace-system: \"SFMono-Regular\", \"Menlo\", \"Consolas\",\n    \"Monaco\", \"Liberation Mono\", \"Lucida Console\", monospace;\n  --pst-font-family-base: var(--pst-font-family-base-system);\n  --pst-font-family-heading: var(--pst-font-family-base-system);\n  --pst-font-family-monospace: var(--pst-font-family-monospace-system);\n}\n\n$line-height-body: 1.65;\n","html {\n  /*****************************************************************************\n  * Icon\n  */\n\n  // Font size across all icons\n  --pst-font-size-icon: 1.5rem;\n\n  // Font Awesome default icons\n  --pst-icon-check-circle: \"\\f058\"; // fa-solid fa-circle-check\n  --pst-icon-info-circle: \"\\f05a\"; // fa-solid fa-circle-info\n  --pst-icon-exclamation-triangle: \"\\f071\"; // fa-solid fa-triangle-exclamation\n  --pst-icon-exclamation-circle: \"\\f06a\"; // fa-solid fa-circle-exclamation\n  --pst-icon-times-circle: \"\\f057\"; // fa-solid fa-circle-xmark\n  --pst-icon-lightbulb: \"\\f0eb\"; // fa-solid fa-lightbulb\n  --pst-icon-download: \"\\f019\"; // fa-solid fa-download\n  --pst-icon-angle-left: \"\\f104\"; // fa-solid fa-angle-left\n  --pst-icon-angle-right: \"\\f105\"; // fa-solid fa-angle-right\n  --pst-icon-external-link: \"\\f35d\"; // fa-solid fa-up-right-from-square\n  --pst-icon-search-minus: \"\\f010\"; // fa-solid fa-magnifying-glass-minus\n  --pst-icon-github: \"\\f09b\"; // fa-brands fa-github\n  --pst-icon-gitlab: \"\\f296\"; // fa-brands fa-gitlab\n  --pst-icon-share: \"\\f064\"; // fa-solid fa-share\n  --pst-icon-bell: \"\\f0f3\"; // fa-solid fa-bell\n  --pst-icon-pencil: \"\\f303\"; // fa-solid fa-pencil\n\n  // Bootstrap icons\n  --pst-breadcrumb-divider: \"\\f105\";\n}\n","html {\n  /*****************************************************************************\n  * Admonitions\n  **/\n\n  --pst-icon-admonition-default: var(--pst-icon-bell);\n  --pst-icon-admonition-note: var(--pst-icon-info-circle);\n  --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-error: var(--pst-icon-times-circle);\n  --pst-icon-admonition-hint: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-tip: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-seealso: var(--pst-icon-share);\n  --pst-icon-admonition-todo: var(--pst-icon-pencil);\n}\n","html {\n  /*****************************************************************************\n  * versionmodified\n  **/\n\n  --pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle);\n}\n","html {\n  font-size: var(--pst-font-size-base);\n  scroll-padding-top: calc(var(--pst-header-height) + 1rem);\n}\n\nbody {\n  background-color: var(--pst-color-background);\n  font-family: var(--pst-font-family-base);\n  font-weight: 400;\n  line-height: $line-height-body;\n  color: var(--pst-color-text-base);\n  min-height: 100vh;\n  display: flex;\n  flex-direction: column;\n\n  // hack to avoid the black background on some browser including Safari\n  &::-webkit-scrollbar-track {\n    background-color: var(--pst-color-background);\n  }\n}\n\np {\n  margin-bottom: 1.15rem;\n  font-size: 1em;\n\n  /* section header in docstring pages */\n  &.rubric {\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  &.centered {\n    text-align: center;\n  }\n}\n\na {\n  @include link-style-default;\n\n  // The # anchor that appears on hover over headings\n  &.headerlink {\n    color: var(--pst-color-secondary);\n    opacity: 0.7;\n    font-size: 0.8em;\n    padding: 0 4px;\n    margin-left: 0.2em;\n    text-decoration: none;\n    transition: all 0.2s ease-out;\n    user-select: none;\n\n    &:hover {\n      opacity: 1;\n    }\n  }\n\n  // set up a icon next to the shorten links from github and gitlab\n  &.github,\n  &.gitlab {\n    &::before {\n      color: var(--pst-color-text-muted);\n      font: var(--fa-font-brands);\n      margin-right: 0.25rem;\n    }\n  }\n\n  &.github::before {\n    content: var(--pst-icon-github);\n  }\n\n  &.gitlab::before {\n    content: var(--pst-icon-gitlab);\n  }\n}\n\n%heading-style {\n  margin: 2.75rem 0 1.05rem;\n  font-family: var(--pst-font-family-heading);\n  font-weight: var(--pst-font-weight-heading);\n  line-height: 1.15;\n}\n\nh1 {\n  @extend %heading-style;\n\n  margin-top: 0;\n  font-size: var(--pst-font-size-h1);\n  color: var(--pst-heading-color);\n}\n\nh2 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h2);\n  color: var(--pst-heading-color);\n}\n\nh3 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h3);\n  color: var(--pst-heading-color);\n}\n\nh4 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h4);\n  color: var(--pst-heading-color);\n}\n\nh5 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h5);\n  color: var(--pst-color-text-base);\n}\n\nh6 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h6);\n  color: var(--pst-color-text-base);\n}\n\nsmall,\n.text_small {\n  font-size: var(--pst-font-size-milli);\n}\n\nhr {\n  border: 0;\n  border-top: 1px solid var(--pst-color-border);\n}\n\npre,\ncode,\nkbd,\nsamp {\n  font-family: var(--pst-font-family-monospace);\n}\n\nkbd {\n  // use theme negative\n  background-color: var(--pst-color-on-background);\n  color: var(--pst-color-text-muted);\n\n  // Compound keyboard elements will have nested kbd in them, so this prevents double lines\n  &:not(.compound) {\n    border: 1px solid var(--pst-color-border);\n    margin: 0 0.1rem;\n    padding: 0.1rem 0.4rem;\n    box-shadow: 1px 1px 1px var(--pst-color-shadow);\n  }\n}\n\ncode {\n  color: var(--pst-color-inline-code);\n}\n\npre {\n  margin: 1.5em 0;\n  padding: 1rem;\n  background-color: var(--pst-color-surface);\n  color: var(--pst-color-text-base);\n  line-height: 1.2em;\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  .linenos {\n    // minimum opacity to make the line numbers WCAG AA conformant\n    opacity: 0.8;\n    padding-right: 10px;\n  }\n}\n\n// the back to top btn\n#pst-back-to-top {\n  z-index: $zindex-tooltip;\n  position: fixed;\n  display: none;\n  top: 90vh;\n  left: 50vw;\n  transform: translate(-50%);\n  color: var(--pst-color-secondary-text);\n  background-color: var(--pst-color-secondary);\n  border: none;\n\n  .fa-arrow-up {\n    // Using margin instead of a space character prevents the space between the\n    // icon and the text from being underlined when the button is hovered.\n    margin-inline-end: 0.5em;\n  }\n\n  &:hover {\n    @include link-style-hover;\n\n    text-decoration-thickness: 1px;\n    background-color: var(--pst-violet-600);\n    color: var(--pst-color-secondary-text);\n  }\n\n  &:focus-visible {\n    box-shadow: none;\n    outline: $focus-ring-outline;\n    outline-color: var(--pst-color-secondary);\n    outline-offset: $focus-ring-width;\n  }\n}\n\n// Focus ring\n// ----------\n// Note: The Bootstrap stylesheet provides the focus ring (customized by this\n// theme via Sass variables in _bootstrap.scss) in some cases. This rule covers\n// all other cases.\n:focus-visible {\n  outline: $focus-ring-outline;\n  box-shadow: none; // override Bootstrap\n}\n","// Consistent styling for links\n// ============================\n\n@use \"sass:string\";\n\n// Define some useful variables for links styling consistency\n\n// The default thickness of the underline for links will be either:\n//  - 1px\n//  - 0.0625rem if it's thicker than 1px because the user has changed the text\n//    size in their browser\n$link-underline-thickness: string.unquote(\"max(1px, .0625rem)\") !default;\n\n// Offset of link underlines from text baseline\n// The default is 3px expressed as ems, as calculated against the default body\n// font size (on desktop).\n$link-underline-offset: 0.1578em !default;\n\n// Thickness of link underlines in hover state\n// The default for each link will be the thickest of the following:\n//  - 3px\n//  - 0.1875rem, if it's thicker than 3px because the user has changed the text\n//    size in their browser\n//  - 0.12em (relative to the link's text size)\n$link-hover-decoration-thickness: string.unquote(\n  \"max(3px, .1875rem, .12em)\"\n) !default;\n\n// Ensures links have an underline decoration by default - needed to meet\n// WCAG SC 1.4.1\n@mixin link-decoration {\n  text-decoration: underline;\n\n  @if $link-underline-thickness {\n    text-decoration-thickness: $link-underline-thickness;\n  }\n\n  @if $link-underline-offset {\n    text-underline-offset: $link-underline-offset;\n  }\n}\n\n// Ensures links have an underline decoration on hover - distinct from the\n// default behaviour\n@mixin link-decoration-hover {\n  @if $link-hover-decoration-thickness {\n    text-decoration-thickness: $link-hover-decoration-thickness;\n\n    // Disable ink skipping on underlines on hover.\n    text-decoration-skip-ink: none;\n  }\n}\n\n// Simple hover style - can be used alone or in conjunction with other mixins\n// Add the text underline and change in thickness on hover.\n// Intended for use with the `:hover` pseudo-class.\n@mixin link-style-hover {\n  @include link-decoration;\n  @include link-decoration-hover;\n\n  color: var(--pst-color-link-hover);\n}\n\n// Default link styles\n// -------------------\n// Defines: default unvisited, visited, hover, and active.\n// TODO: @trallard to improve focus styles in subsequent PR\n@mixin link-style-default {\n  // So that really long links don't spill out of their container\n  word-wrap: break-word;\n  color: var(--pst-color-link);\n\n  @include link-decoration;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to add active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link);\n  }\n\n  // Visited should still be hoverable\n  &:visited {\n    color: var(--pst-color-link);\n\n    &:hover {\n      color: var(--pst-color-link-hover);\n    }\n  }\n}\n\n// Text link styles\n// ----------------\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation bar links.\n@mixin link-style-text {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration;\n    @include link-decoration-hover;\n  }\n}\n\n// Sidebar and TOC links\n// ---------------------\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation the primary sidebar and table of contents.\n// Active and hover should work together rather than one overriding the other.\n@mixin link-sidebar {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    text-decoration: underline;\n    background-color: transparent;\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to update active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link-hover);\n  }\n\n  &:focus-visible {\n    box-shadow: $focus-ring-box-shadow;\n    outline: none;\n    z-index: 10; // keep focus ring on top (prevent the link-sidebar-current notch from lying on top of the ring)\n  }\n}\n\n// Sidebar current page link styles\n// --------------------------------\n// Adds a vertical line on the left hand side of the link to indicate that\n// it's the current page. Note this is distinct from an active state.\n// Used on the primary sidebar and the TOC.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-sidebar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n\n  @if $link-hover-decoration-thickness {\n    $notch-shadow: inset\n      $link-hover-decoration-thickness\n      0\n      0\n      var(--pst-color-primary);\n\n    box-shadow: $notch-shadow;\n\n    &:focus-visible {\n      box-shadow: $notch-shadow, $focus-ring-box-shadow;\n      outline: none;\n    }\n  }\n}\n\n// Heaver navbar text and icon links\n// ---------------------------------\n// (includes light/dark mode button)\n\n// This mixin makes it possible to show hover/underline and focus/ring styles at\n// the same time. The trick is to use:\n//    - a pseudo-element with bottom border for the hover underline\n//    - a CSS outline for the focus ring.\n\n// Normally we use box-shadow for underline and outline for focus ring. But we\n// cannot apply box-shadow and outline together on the same element because the\n// border-radius value that we use to round the outline will also round the\n// box-shadow used for the underline. We also cannot use text-underline because\n// it does not work on non-text links, nor do we want to use it on text links\n// that we want to treat as blocks, such as the header nav links because the\n// underline will wrap across two lines if the link text also wraps across two\n// lines.\n@mixin link-style-block {\n  color: var(--pst-color-text-muted);\n\n  // Set position relative so that the child ::before pseudo-element's absolute\n  // position is relative to this element.\n  position: relative;\n\n  // Set up pseudo-element used for hover underline styles\n  &::before {\n    content: \"\";\n    display: block;\n    position: absolute;\n    inset: 0;\n    background-color: transparent;\n\n    @if $link-hover-decoration-thickness {\n      bottom: calc(-1 * $link-hover-decoration-thickness);\n      margin: $link-hover-decoration-thickness 0;\n    }\n  }\n\n  &:hover {\n    color: var(--pst-color-secondary);\n    text-decoration: none; // override the link-style-hover mixin\n    &::before {\n      @if $link-hover-decoration-thickness {\n        border-bottom: $link-hover-decoration-thickness\n          solid\n          var(--pst-color-secondary);\n      }\n    }\n  }\n\n  &:focus-visible {\n    box-shadow: none; // override Bootstrap\n    outline: 3px solid var(--pst-color-accent);\n    outline-offset: 3px;\n  }\n}\n","// Variables\n//\n// Variables should follow the `$component-state-property-size` formula for\n// consistent naming. Ex: $nav-link-disabled-color and $modal-content-box-shadow-xs.\n\n// Color system\n\n// scss-docs-start gray-color-variables\n$white:    #fff !default;\n$gray-100: #f8f9fa !default;\n$gray-200: #e9ecef !default;\n$gray-300: #dee2e6 !default;\n$gray-400: #ced4da !default;\n$gray-500: #adb5bd !default;\n$gray-600: #6c757d !default;\n$gray-700: #495057 !default;\n$gray-800: #343a40 !default;\n$gray-900: #212529 !default;\n$black:    #000 !default;\n// scss-docs-end gray-color-variables\n\n// fusv-disable\n// scss-docs-start gray-colors-map\n$grays: (\n  \"100\": $gray-100,\n  \"200\": $gray-200,\n  \"300\": $gray-300,\n  \"400\": $gray-400,\n  \"500\": $gray-500,\n  \"600\": $gray-600,\n  \"700\": $gray-700,\n  \"800\": $gray-800,\n  \"900\": $gray-900\n) !default;\n// scss-docs-end gray-colors-map\n// fusv-enable\n\n// scss-docs-start color-variables\n$blue:    #0d6efd !default;\n$indigo:  #6610f2 !default;\n$purple:  #6f42c1 !default;\n$pink:    #d63384 !default;\n$red:     #dc3545 !default;\n$orange:  #fd7e14 !default;\n$yellow:  #ffc107 !default;\n$green:   #198754 !default;\n$teal:    #20c997 !default;\n$cyan:    #0dcaf0 !default;\n// scss-docs-end color-variables\n\n// scss-docs-start colors-map\n$colors: (\n  \"blue\":       $blue,\n  \"indigo\":     $indigo,\n  \"purple\":     $purple,\n  \"pink\":       $pink,\n  \"red\":        $red,\n  \"orange\":     $orange,\n  \"yellow\":     $yellow,\n  \"green\":      $green,\n  \"teal\":       $teal,\n  \"cyan\":       $cyan,\n  \"black\":      $black,\n  \"white\":      $white,\n  \"gray\":       $gray-600,\n  \"gray-dark\":  $gray-800\n) !default;\n// scss-docs-end colors-map\n\n// The contrast ratio to reach against white, to determine if color changes from \"light\" to \"dark\". Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n$min-contrast-ratio:   4.5 !default;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$color-contrast-dark:      $black !default;\n$color-contrast-light:     $white !default;\n\n// fusv-disable\n$blue-100: tint-color($blue, 80%) !default;\n$blue-200: tint-color($blue, 60%) !default;\n$blue-300: tint-color($blue, 40%) !default;\n$blue-400: tint-color($blue, 20%) !default;\n$blue-500: $blue !default;\n$blue-600: shade-color($blue, 20%) !default;\n$blue-700: shade-color($blue, 40%) !default;\n$blue-800: shade-color($blue, 60%) !default;\n$blue-900: shade-color($blue, 80%) !default;\n\n$indigo-100: tint-color($indigo, 80%) !default;\n$indigo-200: tint-color($indigo, 60%) !default;\n$indigo-300: tint-color($indigo, 40%) !default;\n$indigo-400: tint-color($indigo, 20%) !default;\n$indigo-500: $indigo !default;\n$indigo-600: shade-color($indigo, 20%) !default;\n$indigo-700: shade-color($indigo, 40%) !default;\n$indigo-800: shade-color($indigo, 60%) !default;\n$indigo-900: shade-color($indigo, 80%) !default;\n\n$purple-100: tint-color($purple, 80%) !default;\n$purple-200: tint-color($purple, 60%) !default;\n$purple-300: tint-color($purple, 40%) !default;\n$purple-400: tint-color($purple, 20%) !default;\n$purple-500: $purple !default;\n$purple-600: shade-color($purple, 20%) !default;\n$purple-700: shade-color($purple, 40%) !default;\n$purple-800: shade-color($purple, 60%) !default;\n$purple-900: shade-color($purple, 80%) !default;\n\n$pink-100: tint-color($pink, 80%) !default;\n$pink-200: tint-color($pink, 60%) !default;\n$pink-300: tint-color($pink, 40%) !default;\n$pink-400: tint-color($pink, 20%) !default;\n$pink-500: $pink !default;\n$pink-600: shade-color($pink, 20%) !default;\n$pink-700: shade-color($pink, 40%) !default;\n$pink-800: shade-color($pink, 60%) !default;\n$pink-900: shade-color($pink, 80%) !default;\n\n$red-100: tint-color($red, 80%) !default;\n$red-200: tint-color($red, 60%) !default;\n$red-300: tint-color($red, 40%) !default;\n$red-400: tint-color($red, 20%) !default;\n$red-500: $red !default;\n$red-600: shade-color($red, 20%) !default;\n$red-700: shade-color($red, 40%) !default;\n$red-800: shade-color($red, 60%) !default;\n$red-900: shade-color($red, 80%) !default;\n\n$orange-100: tint-color($orange, 80%) !default;\n$orange-200: tint-color($orange, 60%) !default;\n$orange-300: tint-color($orange, 40%) !default;\n$orange-400: tint-color($orange, 20%) !default;\n$orange-500: $orange !default;\n$orange-600: shade-color($orange, 20%) !default;\n$orange-700: shade-color($orange, 40%) !default;\n$orange-800: shade-color($orange, 60%) !default;\n$orange-900: shade-color($orange, 80%) !default;\n\n$yellow-100: tint-color($yellow, 80%) !default;\n$yellow-200: tint-color($yellow, 60%) !default;\n$yellow-300: tint-color($yellow, 40%) !default;\n$yellow-400: tint-color($yellow, 20%) !default;\n$yellow-500: $yellow !default;\n$yellow-600: shade-color($yellow, 20%) !default;\n$yellow-700: shade-color($yellow, 40%) !default;\n$yellow-800: shade-color($yellow, 60%) !default;\n$yellow-900: shade-color($yellow, 80%) !default;\n\n$green-100: tint-color($green, 80%) !default;\n$green-200: tint-color($green, 60%) !default;\n$green-300: tint-color($green, 40%) !default;\n$green-400: tint-color($green, 20%) !default;\n$green-500: $green !default;\n$green-600: shade-color($green, 20%) !default;\n$green-700: shade-color($green, 40%) !default;\n$green-800: shade-color($green, 60%) !default;\n$green-900: shade-color($green, 80%) !default;\n\n$teal-100: tint-color($teal, 80%) !default;\n$teal-200: tint-color($teal, 60%) !default;\n$teal-300: tint-color($teal, 40%) !default;\n$teal-400: tint-color($teal, 20%) !default;\n$teal-500: $teal !default;\n$teal-600: shade-color($teal, 20%) !default;\n$teal-700: shade-color($teal, 40%) !default;\n$teal-800: shade-color($teal, 60%) !default;\n$teal-900: shade-color($teal, 80%) !default;\n\n$cyan-100: tint-color($cyan, 80%) !default;\n$cyan-200: tint-color($cyan, 60%) !default;\n$cyan-300: tint-color($cyan, 40%) !default;\n$cyan-400: tint-color($cyan, 20%) !default;\n$cyan-500: $cyan !default;\n$cyan-600: shade-color($cyan, 20%) !default;\n$cyan-700: shade-color($cyan, 40%) !default;\n$cyan-800: shade-color($cyan, 60%) !default;\n$cyan-900: shade-color($cyan, 80%) !default;\n\n$blues: (\n  \"blue-100\": $blue-100,\n  \"blue-200\": $blue-200,\n  \"blue-300\": $blue-300,\n  \"blue-400\": $blue-400,\n  \"blue-500\": $blue-500,\n  \"blue-600\": $blue-600,\n  \"blue-700\": $blue-700,\n  \"blue-800\": $blue-800,\n  \"blue-900\": $blue-900\n) !default;\n\n$indigos: (\n  \"indigo-100\": $indigo-100,\n  \"indigo-200\": $indigo-200,\n  \"indigo-300\": $indigo-300,\n  \"indigo-400\": $indigo-400,\n  \"indigo-500\": $indigo-500,\n  \"indigo-600\": $indigo-600,\n  \"indigo-700\": $indigo-700,\n  \"indigo-800\": $indigo-800,\n  \"indigo-900\": $indigo-900\n) !default;\n\n$purples: (\n  \"purple-100\": $purple-100,\n  \"purple-200\": $purple-200,\n  \"purple-300\": $purple-300,\n  \"purple-400\": $purple-400,\n  \"purple-500\": $purple-500,\n  \"purple-600\": $purple-600,\n  \"purple-700\": $purple-700,\n  \"purple-800\": $purple-800,\n  \"purple-900\": $purple-900\n) !default;\n\n$pinks: (\n  \"pink-100\": $pink-100,\n  \"pink-200\": $pink-200,\n  \"pink-300\": $pink-300,\n  \"pink-400\": $pink-400,\n  \"pink-500\": $pink-500,\n  \"pink-600\": $pink-600,\n  \"pink-700\": $pink-700,\n  \"pink-800\": $pink-800,\n  \"pink-900\": $pink-900\n) !default;\n\n$reds: (\n  \"red-100\": $red-100,\n  \"red-200\": $red-200,\n  \"red-300\": $red-300,\n  \"red-400\": $red-400,\n  \"red-500\": $red-500,\n  \"red-600\": $red-600,\n  \"red-700\": $red-700,\n  \"red-800\": $red-800,\n  \"red-900\": $red-900\n) !default;\n\n$oranges: (\n  \"orange-100\": $orange-100,\n  \"orange-200\": $orange-200,\n  \"orange-300\": $orange-300,\n  \"orange-400\": $orange-400,\n  \"orange-500\": $orange-500,\n  \"orange-600\": $orange-600,\n  \"orange-700\": $orange-700,\n  \"orange-800\": $orange-800,\n  \"orange-900\": $orange-900\n) !default;\n\n$yellows: (\n  \"yellow-100\": $yellow-100,\n  \"yellow-200\": $yellow-200,\n  \"yellow-300\": $yellow-300,\n  \"yellow-400\": $yellow-400,\n  \"yellow-500\": $yellow-500,\n  \"yellow-600\": $yellow-600,\n  \"yellow-700\": $yellow-700,\n  \"yellow-800\": $yellow-800,\n  \"yellow-900\": $yellow-900\n) !default;\n\n$greens: (\n  \"green-100\": $green-100,\n  \"green-200\": $green-200,\n  \"green-300\": $green-300,\n  \"green-400\": $green-400,\n  \"green-500\": $green-500,\n  \"green-600\": $green-600,\n  \"green-700\": $green-700,\n  \"green-800\": $green-800,\n  \"green-900\": $green-900\n) !default;\n\n$teals: (\n  \"teal-100\": $teal-100,\n  \"teal-200\": $teal-200,\n  \"teal-300\": $teal-300,\n  \"teal-400\": $teal-400,\n  \"teal-500\": $teal-500,\n  \"teal-600\": $teal-600,\n  \"teal-700\": $teal-700,\n  \"teal-800\": $teal-800,\n  \"teal-900\": $teal-900\n) !default;\n\n$cyans: (\n  \"cyan-100\": $cyan-100,\n  \"cyan-200\": $cyan-200,\n  \"cyan-300\": $cyan-300,\n  \"cyan-400\": $cyan-400,\n  \"cyan-500\": $cyan-500,\n  \"cyan-600\": $cyan-600,\n  \"cyan-700\": $cyan-700,\n  \"cyan-800\": $cyan-800,\n  \"cyan-900\": $cyan-900\n) !default;\n// fusv-enable\n\n// scss-docs-start theme-color-variables\n$primary:       $blue !default;\n$secondary:     $gray-600 !default;\n$success:       $green !default;\n$info:          $cyan !default;\n$warning:       $yellow !default;\n$danger:        $red !default;\n$light:         $gray-100 !default;\n$dark:          $gray-900 !default;\n// scss-docs-end theme-color-variables\n\n// scss-docs-start theme-colors-map\n$theme-colors: (\n  \"primary\":    $primary,\n  \"secondary\":  $secondary,\n  \"success\":    $success,\n  \"info\":       $info,\n  \"warning\":    $warning,\n  \"danger\":     $danger,\n  \"light\":      $light,\n  \"dark\":       $dark\n) !default;\n// scss-docs-end theme-colors-map\n\n// scss-docs-start theme-text-variables\n$primary-text-emphasis:   shade-color($primary, 60%) !default;\n$secondary-text-emphasis: shade-color($secondary, 60%) !default;\n$success-text-emphasis:   shade-color($success, 60%) !default;\n$info-text-emphasis:      shade-color($info, 60%) !default;\n$warning-text-emphasis:   shade-color($warning, 60%) !default;\n$danger-text-emphasis:    shade-color($danger, 60%) !default;\n$light-text-emphasis:     $gray-700 !default;\n$dark-text-emphasis:      $gray-700 !default;\n// scss-docs-end theme-text-variables\n\n// scss-docs-start theme-bg-subtle-variables\n$primary-bg-subtle:       tint-color($primary, 80%) !default;\n$secondary-bg-subtle:     tint-color($secondary, 80%) !default;\n$success-bg-subtle:       tint-color($success, 80%) !default;\n$info-bg-subtle:          tint-color($info, 80%) !default;\n$warning-bg-subtle:       tint-color($warning, 80%) !default;\n$danger-bg-subtle:        tint-color($danger, 80%) !default;\n$light-bg-subtle:         mix($gray-100, $white) !default;\n$dark-bg-subtle:          $gray-400 !default;\n// scss-docs-end theme-bg-subtle-variables\n\n// scss-docs-start theme-border-subtle-variables\n$primary-border-subtle:   tint-color($primary, 60%) !default;\n$secondary-border-subtle: tint-color($secondary, 60%) !default;\n$success-border-subtle:   tint-color($success, 60%) !default;\n$info-border-subtle:      tint-color($info, 60%) !default;\n$warning-border-subtle:   tint-color($warning, 60%) !default;\n$danger-border-subtle:    tint-color($danger, 60%) !default;\n$light-border-subtle:     $gray-200 !default;\n$dark-border-subtle:      $gray-500 !default;\n// scss-docs-end theme-border-subtle-variables\n\n// Characters which are escaped by the escape-svg function\n$escaped-characters: (\n  (\"<\", \"%3c\"),\n  (\">\", \"%3e\"),\n  (\"#\", \"%23\"),\n  (\"(\", \"%28\"),\n  (\")\", \"%29\"),\n) !default;\n\n// Options\n//\n// Quickly modify global styling by enabling or disabling optional features.\n\n$enable-caret:                true !default;\n$enable-rounded:              true !default;\n$enable-shadows:              false !default;\n$enable-gradients:            false !default;\n$enable-transitions:          true !default;\n$enable-reduced-motion:       true !default;\n$enable-smooth-scroll:        true !default;\n$enable-grid-classes:         true !default;\n$enable-container-classes:    true !default;\n$enable-cssgrid:              false !default;\n$enable-button-pointers:      true !default;\n$enable-rfs:                  true !default;\n$enable-validation-icons:     true !default;\n$enable-negative-margins:     false !default;\n$enable-deprecation-messages: true !default;\n$enable-important-utilities:  true !default;\n\n$enable-dark-mode:            true !default;\n$color-mode-type:             data !default; // `data` or `media-query`\n\n// Prefix for :root CSS variables\n\n$variable-prefix:             bs- !default; // Deprecated in v5.2.0 for the shorter `$prefix`\n$prefix:                      $variable-prefix !default;\n\n// Gradient\n//\n// The gradient which is added to components if `$enable-gradients` is `true`\n// This gradient is also added to elements with `.bg-gradient`\n// scss-docs-start variable-gradient\n$gradient: linear-gradient(180deg, rgba($white, .15), rgba($white, 0)) !default;\n// scss-docs-end variable-gradient\n\n// Spacing\n//\n// Control the default styling of most Bootstrap elements by modifying these\n// variables. Mostly focused on spacing.\n// You can add more entries to the $spacers map, should you need more variation.\n\n// scss-docs-start spacer-variables-maps\n$spacer: 1rem !default;\n$spacers: (\n  0: 0,\n  1: $spacer * .25,\n  2: $spacer * .5,\n  3: $spacer,\n  4: $spacer * 1.5,\n  5: $spacer * 3,\n) !default;\n// scss-docs-end spacer-variables-maps\n\n// Position\n//\n// Define the edge positioning anchors of the position utilities.\n\n// scss-docs-start position-map\n$position-values: (\n  0: 0,\n  50: 50%,\n  100: 100%\n) !default;\n// scss-docs-end position-map\n\n// Body\n//\n// Settings for the `<body>` element.\n\n$body-text-align:           null !default;\n$body-color:                $gray-900 !default;\n$body-bg:                   $white !default;\n\n$body-secondary-color:      rgba($body-color, .75) !default;\n$body-secondary-bg:         $gray-200 !default;\n\n$body-tertiary-color:       rgba($body-color, .5) !default;\n$body-tertiary-bg:          $gray-100 !default;\n\n$body-emphasis-color:       $black !default;\n\n// Links\n//\n// Style anchor elements.\n\n$link-color:                              $primary !default;\n$link-decoration:                         underline !default;\n$link-shade-percentage:                   20% !default;\n$link-hover-color:                        shift-color($link-color, $link-shade-percentage) !default;\n$link-hover-decoration:                   null !default;\n\n$stretched-link-pseudo-element:           after !default;\n$stretched-link-z-index:                  1 !default;\n\n// Icon links\n// scss-docs-start icon-link-variables\n$icon-link-gap:               .375rem !default;\n$icon-link-underline-offset:  .25em !default;\n$icon-link-icon-size:         1em !default;\n$icon-link-icon-transition:   .2s ease-in-out transform !default;\n$icon-link-icon-transform:    translate3d(.25em, 0, 0) !default;\n// scss-docs-end icon-link-variables\n\n// Paragraphs\n//\n// Style p element.\n\n$paragraph-margin-bottom:   1rem !default;\n\n\n// Grid breakpoints\n//\n// Define the minimum dimensions at which your layout will change,\n// adapting to different screen sizes, for use in media queries.\n\n// scss-docs-start grid-breakpoints\n$grid-breakpoints: (\n  xs: 0,\n  sm: 576px,\n  md: 768px,\n  lg: 992px,\n  xl: 1200px,\n  xxl: 1400px\n) !default;\n// scss-docs-end grid-breakpoints\n\n@include _assert-ascending($grid-breakpoints, \"$grid-breakpoints\");\n@include _assert-starts-at-zero($grid-breakpoints, \"$grid-breakpoints\");\n\n\n// Grid containers\n//\n// Define the maximum width of `.container` for different screen sizes.\n\n// scss-docs-start container-max-widths\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1140px,\n  xxl: 1320px\n) !default;\n// scss-docs-end container-max-widths\n\n@include _assert-ascending($container-max-widths, \"$container-max-widths\");\n\n\n// Grid columns\n//\n// Set the number of columns and specify the width of the gutters.\n\n$grid-columns:                12 !default;\n$grid-gutter-width:           1.5rem !default;\n$grid-row-columns:            6 !default;\n\n// Container padding\n\n$container-padding-x: $grid-gutter-width !default;\n\n\n// Components\n//\n// Define common padding and border radius sizes and more.\n\n// scss-docs-start border-variables\n$border-width:                1px !default;\n$border-widths: (\n  1: 1px,\n  2: 2px,\n  3: 3px,\n  4: 4px,\n  5: 5px\n) !default;\n$border-style:                solid !default;\n$border-color:                $gray-300 !default;\n$border-color-translucent:    rgba($black, .175) !default;\n// scss-docs-end border-variables\n\n// scss-docs-start border-radius-variables\n$border-radius:               .375rem !default;\n$border-radius-sm:            .25rem !default;\n$border-radius-lg:            .5rem !default;\n$border-radius-xl:            1rem !default;\n$border-radius-xxl:           2rem !default;\n$border-radius-pill:          50rem !default;\n// scss-docs-end border-radius-variables\n// fusv-disable\n$border-radius-2xl:           $border-radius-xxl !default; // Deprecated in v5.3.0\n// fusv-enable\n\n// scss-docs-start box-shadow-variables\n$box-shadow:                  0 .5rem 1rem rgba($black, .15) !default;\n$box-shadow-sm:               0 .125rem .25rem rgba($black, .075) !default;\n$box-shadow-lg:               0 1rem 3rem rgba($black, .175) !default;\n$box-shadow-inset:            inset 0 1px 2px rgba($black, .075) !default;\n// scss-docs-end box-shadow-variables\n\n$component-active-color:      $white !default;\n$component-active-bg:         $primary !default;\n\n// scss-docs-start focus-ring-variables\n$focus-ring-width:      .25rem !default;\n$focus-ring-opacity:    .25 !default;\n$focus-ring-color:      rgba($primary, $focus-ring-opacity) !default;\n$focus-ring-blur:       0 !default;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color !default;\n// scss-docs-end focus-ring-variables\n\n// scss-docs-start caret-variables\n$caret-width:                 .3em !default;\n$caret-vertical-align:        $caret-width * .85 !default;\n$caret-spacing:               $caret-width * .85 !default;\n// scss-docs-end caret-variables\n\n$transition-base:             all .2s ease-in-out !default;\n$transition-fade:             opacity .15s linear !default;\n// scss-docs-start collapse-transition\n$transition-collapse:         height .35s ease !default;\n$transition-collapse-width:   width .35s ease !default;\n// scss-docs-end collapse-transition\n\n// stylelint-disable function-disallowed-list\n// scss-docs-start aspect-ratios\n$aspect-ratios: (\n  \"1x1\": 100%,\n  \"4x3\": calc(3 / 4 * 100%),\n  \"16x9\": calc(9 / 16 * 100%),\n  \"21x9\": calc(9 / 21 * 100%)\n) !default;\n// scss-docs-end aspect-ratios\n// stylelint-enable function-disallowed-list\n\n// Typography\n//\n// Font, line-height, and color for body text, headings, and more.\n\n// scss-docs-start font-variables\n// stylelint-disable value-keyword-case\n$font-family-sans-serif:      system-ui, -apple-system, \"Segoe UI\", Roboto, \"Helvetica Neue\", \"Noto Sans\", \"Liberation Sans\", Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\" !default;\n$font-family-monospace:       SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace !default;\n// stylelint-enable value-keyword-case\n$font-family-base:            var(--#{$prefix}font-sans-serif) !default;\n$font-family-code:            var(--#{$prefix}font-monospace) !default;\n\n// $font-size-root affects the value of `rem`, which is used for as well font sizes, paddings, and margins\n// $font-size-base affects the font size of the body text\n$font-size-root:              null !default;\n$font-size-base:              1rem !default; // Assumes the browser default, typically `16px`\n$font-size-sm:                $font-size-base * .875 !default;\n$font-size-lg:                $font-size-base * 1.25 !default;\n\n$font-weight-lighter:         lighter !default;\n$font-weight-light:           300 !default;\n$font-weight-normal:          400 !default;\n$font-weight-medium:          500 !default;\n$font-weight-semibold:        600 !default;\n$font-weight-bold:            700 !default;\n$font-weight-bolder:          bolder !default;\n\n$font-weight-base:            $font-weight-normal !default;\n\n$line-height-base:            1.5 !default;\n$line-height-sm:              1.25 !default;\n$line-height-lg:              2 !default;\n\n$h1-font-size:                $font-size-base * 2.5 !default;\n$h2-font-size:                $font-size-base * 2 !default;\n$h3-font-size:                $font-size-base * 1.75 !default;\n$h4-font-size:                $font-size-base * 1.5 !default;\n$h5-font-size:                $font-size-base * 1.25 !default;\n$h6-font-size:                $font-size-base !default;\n// scss-docs-end font-variables\n\n// scss-docs-start font-sizes\n$font-sizes: (\n  1: $h1-font-size,\n  2: $h2-font-size,\n  3: $h3-font-size,\n  4: $h4-font-size,\n  5: $h5-font-size,\n  6: $h6-font-size\n) !default;\n// scss-docs-end font-sizes\n\n// scss-docs-start headings-variables\n$headings-margin-bottom:      $spacer * .5 !default;\n$headings-font-family:        null !default;\n$headings-font-style:         null !default;\n$headings-font-weight:        500 !default;\n$headings-line-height:        1.2 !default;\n$headings-color:              inherit !default;\n// scss-docs-end headings-variables\n\n// scss-docs-start display-headings\n$display-font-sizes: (\n  1: 5rem,\n  2: 4.5rem,\n  3: 4rem,\n  4: 3.5rem,\n  5: 3rem,\n  6: 2.5rem\n) !default;\n\n$display-font-family: null !default;\n$display-font-style:  null !default;\n$display-font-weight: 300 !default;\n$display-line-height: $headings-line-height !default;\n// scss-docs-end display-headings\n\n// scss-docs-start type-variables\n$lead-font-size:              $font-size-base * 1.25 !default;\n$lead-font-weight:            300 !default;\n\n$small-font-size:             .875em !default;\n\n$sub-sup-font-size:           .75em !default;\n\n// fusv-disable\n$text-muted:                  var(--#{$prefix}secondary-color) !default; // Deprecated in 5.3.0\n// fusv-enable\n\n$initialism-font-size:        $small-font-size !default;\n\n$blockquote-margin-y:         $spacer !default;\n$blockquote-font-size:        $font-size-base * 1.25 !default;\n$blockquote-footer-color:     $gray-600 !default;\n$blockquote-footer-font-size: $small-font-size !default;\n\n$hr-margin-y:                 $spacer !default;\n$hr-color:                    inherit !default;\n\n// fusv-disable\n$hr-bg-color:                 null !default; // Deprecated in v5.2.0\n$hr-height:                   null !default; // Deprecated in v5.2.0\n// fusv-enable\n\n$hr-border-color:             null !default; // Allows for inherited colors\n$hr-border-width:             var(--#{$prefix}border-width) !default;\n$hr-opacity:                  .25 !default;\n\n// scss-docs-start vr-variables\n$vr-border-width:             var(--#{$prefix}border-width) !default;\n// scss-docs-end vr-variables\n\n$legend-margin-bottom:        .5rem !default;\n$legend-font-size:            1.5rem !default;\n$legend-font-weight:          null !default;\n\n$dt-font-weight:              $font-weight-bold !default;\n\n$list-inline-padding:         .5rem !default;\n\n$mark-padding:                .1875em !default;\n$mark-color:                  $body-color !default;\n$mark-bg:                     $yellow-100 !default;\n// scss-docs-end type-variables\n\n\n// Tables\n//\n// Customizes the `.table` component with basic values, each used across all table variations.\n\n// scss-docs-start table-variables\n$table-cell-padding-y:        .5rem !default;\n$table-cell-padding-x:        .5rem !default;\n$table-cell-padding-y-sm:     .25rem !default;\n$table-cell-padding-x-sm:     .25rem !default;\n\n$table-cell-vertical-align:   top !default;\n\n$table-color:                 var(--#{$prefix}emphasis-color) !default;\n$table-bg:                    var(--#{$prefix}body-bg) !default;\n$table-accent-bg:             transparent !default;\n\n$table-th-font-weight:        null !default;\n\n$table-striped-color:         $table-color !default;\n$table-striped-bg-factor:     .05 !default;\n$table-striped-bg:            rgba(var(--#{$prefix}emphasis-color-rgb), $table-striped-bg-factor) !default;\n\n$table-active-color:          $table-color !default;\n$table-active-bg-factor:      .1 !default;\n$table-active-bg:             rgba(var(--#{$prefix}emphasis-color-rgb), $table-active-bg-factor) !default;\n\n$table-hover-color:           $table-color !default;\n$table-hover-bg-factor:       .075 !default;\n$table-hover-bg:              rgba(var(--#{$prefix}emphasis-color-rgb), $table-hover-bg-factor) !default;\n\n$table-border-factor:         .2 !default;\n$table-border-width:          var(--#{$prefix}border-width) !default;\n$table-border-color:          var(--#{$prefix}border-color) !default;\n\n$table-striped-order:         odd !default;\n$table-striped-columns-order: even !default;\n\n$table-group-separator-color: currentcolor !default;\n\n$table-caption-color:         var(--#{$prefix}secondary-color) !default;\n\n$table-bg-scale:              -80% !default;\n// scss-docs-end table-variables\n\n// scss-docs-start table-loop\n$table-variants: (\n  \"primary\":    shift-color($primary, $table-bg-scale),\n  \"secondary\":  shift-color($secondary, $table-bg-scale),\n  \"success\":    shift-color($success, $table-bg-scale),\n  \"info\":       shift-color($info, $table-bg-scale),\n  \"warning\":    shift-color($warning, $table-bg-scale),\n  \"danger\":     shift-color($danger, $table-bg-scale),\n  \"light\":      $light,\n  \"dark\":       $dark,\n) !default;\n// scss-docs-end table-loop\n\n\n// Buttons + Forms\n//\n// Shared variables that are reassigned to `$input-` and `$btn-` specific variables.\n\n// scss-docs-start input-btn-variables\n$input-btn-padding-y:         .375rem !default;\n$input-btn-padding-x:         .75rem !default;\n$input-btn-font-family:       null !default;\n$input-btn-font-size:         $font-size-base !default;\n$input-btn-line-height:       $line-height-base !default;\n\n$input-btn-focus-width:         $focus-ring-width !default;\n$input-btn-focus-color-opacity: $focus-ring-opacity !default;\n$input-btn-focus-color:         $focus-ring-color !default;\n$input-btn-focus-blur:          $focus-ring-blur !default;\n$input-btn-focus-box-shadow:    $focus-ring-box-shadow !default;\n\n$input-btn-padding-y-sm:      .25rem !default;\n$input-btn-padding-x-sm:      .5rem !default;\n$input-btn-font-size-sm:      $font-size-sm !default;\n\n$input-btn-padding-y-lg:      .5rem !default;\n$input-btn-padding-x-lg:      1rem !default;\n$input-btn-font-size-lg:      $font-size-lg !default;\n\n$input-btn-border-width:      var(--#{$prefix}border-width) !default;\n// scss-docs-end input-btn-variables\n\n\n// Buttons\n//\n// For each of Bootstrap's buttons, define text, background, and border color.\n\n// scss-docs-start btn-variables\n$btn-color:                   var(--#{$prefix}body-color) !default;\n$btn-padding-y:               $input-btn-padding-y !default;\n$btn-padding-x:               $input-btn-padding-x !default;\n$btn-font-family:             $input-btn-font-family !default;\n$btn-font-size:               $input-btn-font-size !default;\n$btn-line-height:             $input-btn-line-height !default;\n$btn-white-space:             null !default; // Set to `nowrap` to prevent text wrapping\n\n$btn-padding-y-sm:            $input-btn-padding-y-sm !default;\n$btn-padding-x-sm:            $input-btn-padding-x-sm !default;\n$btn-font-size-sm:            $input-btn-font-size-sm !default;\n\n$btn-padding-y-lg:            $input-btn-padding-y-lg !default;\n$btn-padding-x-lg:            $input-btn-padding-x-lg !default;\n$btn-font-size-lg:            $input-btn-font-size-lg !default;\n\n$btn-border-width:            $input-btn-border-width !default;\n\n$btn-font-weight:             $font-weight-normal !default;\n$btn-box-shadow:              inset 0 1px 0 rgba($white, .15), 0 1px 1px rgba($black, .075) !default;\n$btn-focus-width:             $input-btn-focus-width !default;\n$btn-focus-box-shadow:        $input-btn-focus-box-shadow !default;\n$btn-disabled-opacity:        .65 !default;\n$btn-active-box-shadow:       inset 0 3px 5px rgba($black, .125) !default;\n\n$btn-link-color:              var(--#{$prefix}link-color) !default;\n$btn-link-hover-color:        var(--#{$prefix}link-hover-color) !default;\n$btn-link-disabled-color:     $gray-600 !default;\n$btn-link-focus-shadow-rgb:   to-rgb(mix(color-contrast($link-color), $link-color, 15%)) !default;\n\n// Allows for customizing button radius independently from global border radius\n$btn-border-radius:           var(--#{$prefix}border-radius) !default;\n$btn-border-radius-sm:        var(--#{$prefix}border-radius-sm) !default;\n$btn-border-radius-lg:        var(--#{$prefix}border-radius-lg) !default;\n\n$btn-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$btn-hover-bg-shade-amount:       15% !default;\n$btn-hover-bg-tint-amount:        15% !default;\n$btn-hover-border-shade-amount:   20% !default;\n$btn-hover-border-tint-amount:    10% !default;\n$btn-active-bg-shade-amount:      20% !default;\n$btn-active-bg-tint-amount:       20% !default;\n$btn-active-border-shade-amount:  25% !default;\n$btn-active-border-tint-amount:   10% !default;\n// scss-docs-end btn-variables\n\n\n// Forms\n\n// scss-docs-start form-text-variables\n$form-text-margin-top:                  .25rem !default;\n$form-text-font-size:                   $small-font-size !default;\n$form-text-font-style:                  null !default;\n$form-text-font-weight:                 null !default;\n$form-text-color:                       var(--#{$prefix}secondary-color) !default;\n// scss-docs-end form-text-variables\n\n// scss-docs-start form-label-variables\n$form-label-margin-bottom:              .5rem !default;\n$form-label-font-size:                  null !default;\n$form-label-font-style:                 null !default;\n$form-label-font-weight:                null !default;\n$form-label-color:                      null !default;\n// scss-docs-end form-label-variables\n\n// scss-docs-start form-input-variables\n$input-padding-y:                       $input-btn-padding-y !default;\n$input-padding-x:                       $input-btn-padding-x !default;\n$input-font-family:                     $input-btn-font-family !default;\n$input-font-size:                       $input-btn-font-size !default;\n$input-font-weight:                     $font-weight-base !default;\n$input-line-height:                     $input-btn-line-height !default;\n\n$input-padding-y-sm:                    $input-btn-padding-y-sm !default;\n$input-padding-x-sm:                    $input-btn-padding-x-sm !default;\n$input-font-size-sm:                    $input-btn-font-size-sm !default;\n\n$input-padding-y-lg:                    $input-btn-padding-y-lg !default;\n$input-padding-x-lg:                    $input-btn-padding-x-lg !default;\n$input-font-size-lg:                    $input-btn-font-size-lg !default;\n\n$input-bg:                              var(--#{$prefix}body-bg) !default;\n$input-disabled-color:                  null !default;\n$input-disabled-bg:                     var(--#{$prefix}secondary-bg) !default;\n$input-disabled-border-color:           null !default;\n\n$input-color:                           var(--#{$prefix}body-color) !default;\n$input-border-color:                    var(--#{$prefix}border-color) !default;\n$input-border-width:                    $input-btn-border-width !default;\n$input-box-shadow:                      var(--#{$prefix}box-shadow-inset) !default;\n\n$input-border-radius:                   var(--#{$prefix}border-radius) !default;\n$input-border-radius-sm:                var(--#{$prefix}border-radius-sm) !default;\n$input-border-radius-lg:                var(--#{$prefix}border-radius-lg) !default;\n\n$input-focus-bg:                        $input-bg !default;\n$input-focus-border-color:              tint-color($component-active-bg, 50%) !default;\n$input-focus-color:                     $input-color !default;\n$input-focus-width:                     $input-btn-focus-width !default;\n$input-focus-box-shadow:                $input-btn-focus-box-shadow !default;\n\n$input-placeholder-color:               var(--#{$prefix}secondary-color) !default;\n$input-plaintext-color:                 var(--#{$prefix}body-color) !default;\n\n$input-height-border:                   calc(#{$input-border-width} * 2) !default; // stylelint-disable-line function-disallowed-list\n\n$input-height-inner:                    add($input-line-height * 1em, $input-padding-y * 2) !default;\n$input-height-inner-half:               add($input-line-height * .5em, $input-padding-y) !default;\n$input-height-inner-quarter:            add($input-line-height * .25em, $input-padding-y * .5) !default;\n\n$input-height:                          add($input-line-height * 1em, add($input-padding-y * 2, $input-height-border, false)) !default;\n$input-height-sm:                       add($input-line-height * 1em, add($input-padding-y-sm * 2, $input-height-border, false)) !default;\n$input-height-lg:                       add($input-line-height * 1em, add($input-padding-y-lg * 2, $input-height-border, false)) !default;\n\n$input-transition:                      border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$form-color-width:                      3rem !default;\n// scss-docs-end form-input-variables\n\n// scss-docs-start form-check-variables\n$form-check-input-width:                  1em !default;\n$form-check-min-height:                   $font-size-base * $line-height-base !default;\n$form-check-padding-start:                $form-check-input-width + .5em !default;\n$form-check-margin-bottom:                .125rem !default;\n$form-check-label-color:                  null !default;\n$form-check-label-cursor:                 null !default;\n$form-check-transition:                   null !default;\n\n$form-check-input-active-filter:          brightness(90%) !default;\n\n$form-check-input-bg:                     $input-bg !default;\n$form-check-input-border:                 var(--#{$prefix}border-width) solid var(--#{$prefix}border-color) !default;\n$form-check-input-border-radius:          .25em !default;\n$form-check-radio-border-radius:          50% !default;\n$form-check-input-focus-border:           $input-focus-border-color !default;\n$form-check-input-focus-box-shadow:       $focus-ring-box-shadow !default;\n\n$form-check-input-checked-color:          $component-active-color !default;\n$form-check-input-checked-bg-color:       $component-active-bg !default;\n$form-check-input-checked-border-color:   $form-check-input-checked-bg-color !default;\n$form-check-input-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-checked-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='m6 10 3 3 6-6'/></svg>\") !default;\n$form-check-radio-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='2' fill='#{$form-check-input-checked-color}'/></svg>\") !default;\n\n$form-check-input-indeterminate-color:          $component-active-color !default;\n$form-check-input-indeterminate-bg-color:       $component-active-bg !default;\n$form-check-input-indeterminate-border-color:   $form-check-input-indeterminate-bg-color !default;\n$form-check-input-indeterminate-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-indeterminate-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='M6 10h8'/></svg>\") !default;\n\n$form-check-input-disabled-opacity:        .5 !default;\n$form-check-label-disabled-opacity:        $form-check-input-disabled-opacity !default;\n$form-check-btn-check-disabled-opacity:    $btn-disabled-opacity !default;\n\n$form-check-inline-margin-end:    1rem !default;\n// scss-docs-end form-check-variables\n\n// scss-docs-start form-switch-variables\n$form-switch-color:               rgba($black, .25) !default;\n$form-switch-width:               2em !default;\n$form-switch-padding-start:       $form-switch-width + .5em !default;\n$form-switch-bg-image:            url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-color}'/></svg>\") !default;\n$form-switch-border-radius:       $form-switch-width !default;\n$form-switch-transition:          background-position .15s ease-in-out !default;\n\n$form-switch-focus-color:         $input-focus-border-color !default;\n$form-switch-focus-bg-image:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-focus-color}'/></svg>\") !default;\n\n$form-switch-checked-color:       $component-active-color !default;\n$form-switch-checked-bg-image:    url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-checked-color}'/></svg>\") !default;\n$form-switch-checked-bg-position: right center !default;\n// scss-docs-end form-switch-variables\n\n// scss-docs-start input-group-variables\n$input-group-addon-padding-y:           $input-padding-y !default;\n$input-group-addon-padding-x:           $input-padding-x !default;\n$input-group-addon-font-weight:         $input-font-weight !default;\n$input-group-addon-color:               $input-color !default;\n$input-group-addon-bg:                  var(--#{$prefix}tertiary-bg) !default;\n$input-group-addon-border-color:        $input-border-color !default;\n// scss-docs-end input-group-variables\n\n// scss-docs-start form-select-variables\n$form-select-padding-y:             $input-padding-y !default;\n$form-select-padding-x:             $input-padding-x !default;\n$form-select-font-family:           $input-font-family !default;\n$form-select-font-size:             $input-font-size !default;\n$form-select-indicator-padding:     $form-select-padding-x * 3 !default; // Extra padding for background-image\n$form-select-font-weight:           $input-font-weight !default;\n$form-select-line-height:           $input-line-height !default;\n$form-select-color:                 $input-color !default;\n$form-select-bg:                    $input-bg !default;\n$form-select-disabled-color:        null !default;\n$form-select-disabled-bg:           $input-disabled-bg !default;\n$form-select-disabled-border-color: $input-disabled-border-color !default;\n$form-select-bg-position:           right $form-select-padding-x center !default;\n$form-select-bg-size:               16px 12px !default; // In pixels because image dimensions\n$form-select-indicator-color:       $gray-800 !default;\n$form-select-indicator:             url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'><path fill='none' stroke='#{$form-select-indicator-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='m2 5 6 6 6-6'/></svg>\") !default;\n\n$form-select-feedback-icon-padding-end: $form-select-padding-x * 2.5 + $form-select-indicator-padding !default;\n$form-select-feedback-icon-position:    center right $form-select-indicator-padding !default;\n$form-select-feedback-icon-size:        $input-height-inner-half $input-height-inner-half !default;\n\n$form-select-border-width:        $input-border-width !default;\n$form-select-border-color:        $input-border-color !default;\n$form-select-border-radius:       $input-border-radius !default;\n$form-select-box-shadow:          var(--#{$prefix}box-shadow-inset) !default;\n\n$form-select-focus-border-color:  $input-focus-border-color !default;\n$form-select-focus-width:         $input-focus-width !default;\n$form-select-focus-box-shadow:    0 0 0 $form-select-focus-width $input-btn-focus-color !default;\n\n$form-select-padding-y-sm:        $input-padding-y-sm !default;\n$form-select-padding-x-sm:        $input-padding-x-sm !default;\n$form-select-font-size-sm:        $input-font-size-sm !default;\n$form-select-border-radius-sm:    $input-border-radius-sm !default;\n\n$form-select-padding-y-lg:        $input-padding-y-lg !default;\n$form-select-padding-x-lg:        $input-padding-x-lg !default;\n$form-select-font-size-lg:        $input-font-size-lg !default;\n$form-select-border-radius-lg:    $input-border-radius-lg !default;\n\n$form-select-transition:          $input-transition !default;\n// scss-docs-end form-select-variables\n\n// scss-docs-start form-range-variables\n$form-range-track-width:          100% !default;\n$form-range-track-height:         .5rem !default;\n$form-range-track-cursor:         pointer !default;\n$form-range-track-bg:             var(--#{$prefix}secondary-bg) !default;\n$form-range-track-border-radius:  1rem !default;\n$form-range-track-box-shadow:     var(--#{$prefix}box-shadow-inset) !default;\n\n$form-range-thumb-width:                   1rem !default;\n$form-range-thumb-height:                  $form-range-thumb-width !default;\n$form-range-thumb-bg:                      $component-active-bg !default;\n$form-range-thumb-border:                  0 !default;\n$form-range-thumb-border-radius:           1rem !default;\n$form-range-thumb-box-shadow:              0 .1rem .25rem rgba($black, .1) !default;\n$form-range-thumb-focus-box-shadow:        0 0 0 1px $body-bg, $input-focus-box-shadow !default;\n$form-range-thumb-focus-box-shadow-width:  $input-focus-width !default; // For focus box shadow issue in Edge\n$form-range-thumb-active-bg:               tint-color($component-active-bg, 70%) !default;\n$form-range-thumb-disabled-bg:             var(--#{$prefix}secondary-color) !default;\n$form-range-thumb-transition:              background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n// scss-docs-end form-range-variables\n\n// scss-docs-start form-file-variables\n$form-file-button-color:          $input-color !default;\n$form-file-button-bg:             var(--#{$prefix}tertiary-bg) !default;\n$form-file-button-hover-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end form-file-variables\n\n// scss-docs-start form-floating-variables\n$form-floating-height:                  add(3.5rem, $input-height-border) !default;\n$form-floating-line-height:             1.25 !default;\n$form-floating-padding-x:               $input-padding-x !default;\n$form-floating-padding-y:               1rem !default;\n$form-floating-input-padding-t:         1.625rem !default;\n$form-floating-input-padding-b:         .625rem !default;\n$form-floating-label-height:            1.5em !default;\n$form-floating-label-opacity:           .65 !default;\n$form-floating-label-transform:         scale(.85) translateY(-.5rem) translateX(.15rem) !default;\n$form-floating-label-disabled-color:    $gray-600 !default;\n$form-floating-transition:              opacity .1s ease-in-out, transform .1s ease-in-out !default;\n// scss-docs-end form-floating-variables\n\n// Form validation\n\n// scss-docs-start form-feedback-variables\n$form-feedback-margin-top:          $form-text-margin-top !default;\n$form-feedback-font-size:           $form-text-font-size !default;\n$form-feedback-font-style:          $form-text-font-style !default;\n$form-feedback-valid-color:         $success !default;\n$form-feedback-invalid-color:       $danger !default;\n\n$form-feedback-icon-valid-color:    $form-feedback-valid-color !default;\n$form-feedback-icon-valid:          url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 8 8'><path fill='#{$form-feedback-icon-valid-color}' d='M2.3 6.73.6 4.53c-.4-1.04.46-1.4 1.1-.8l1.1 1.4 3.4-3.8c.6-.63 1.6-.27 1.2.7l-4 4.6c-.43.5-.8.4-1.1.1z'/></svg>\") !default;\n$form-feedback-icon-invalid-color:  $form-feedback-invalid-color !default;\n$form-feedback-icon-invalid:        url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 12 12' width='12' height='12' fill='none' stroke='#{$form-feedback-icon-invalid-color}'><circle cx='6' cy='6' r='4.5'/><path stroke-linejoin='round' d='M5.8 3.6h.4L6 6.5z'/><circle cx='6' cy='8.2' r='.6' fill='#{$form-feedback-icon-invalid-color}' stroke='none'/></svg>\") !default;\n// scss-docs-end form-feedback-variables\n\n// scss-docs-start form-validation-colors\n$form-valid-color:                  $form-feedback-valid-color !default;\n$form-valid-border-color:           $form-feedback-valid-color !default;\n$form-invalid-color:                $form-feedback-invalid-color !default;\n$form-invalid-border-color:         $form-feedback-invalid-color !default;\n// scss-docs-end form-validation-colors\n\n// scss-docs-start form-validation-states\n$form-validation-states: (\n  \"valid\": (\n    \"color\": var(--#{$prefix}form-valid-color),\n    \"icon\": $form-feedback-icon-valid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}success),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}success-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-valid-border-color),\n  ),\n  \"invalid\": (\n    \"color\": var(--#{$prefix}form-invalid-color),\n    \"icon\": $form-feedback-icon-invalid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}danger),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}danger-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-invalid-border-color),\n  )\n) !default;\n// scss-docs-end form-validation-states\n\n// Z-index master list\n//\n// Warning: Avoid customizing these values. They're used for a bird's eye view\n// of components dependent on the z-axis and are designed to all work together.\n\n// scss-docs-start zindex-stack\n$zindex-dropdown:                   1000 !default;\n$zindex-sticky:                     1020 !default;\n$zindex-fixed:                      1030 !default;\n$zindex-offcanvas-backdrop:         1040 !default;\n$zindex-offcanvas:                  1045 !default;\n$zindex-modal-backdrop:             1050 !default;\n$zindex-modal:                      1055 !default;\n$zindex-popover:                    1070 !default;\n$zindex-tooltip:                    1080 !default;\n$zindex-toast:                      1090 !default;\n// scss-docs-end zindex-stack\n\n// scss-docs-start zindex-levels-map\n$zindex-levels: (\n  n1: -1,\n  0: 0,\n  1: 1,\n  2: 2,\n  3: 3\n) !default;\n// scss-docs-end zindex-levels-map\n\n\n// Navs\n\n// scss-docs-start nav-variables\n$nav-link-padding-y:                .5rem !default;\n$nav-link-padding-x:                1rem !default;\n$nav-link-font-size:                null !default;\n$nav-link-font-weight:              null !default;\n$nav-link-color:                    var(--#{$prefix}link-color) !default;\n$nav-link-hover-color:              var(--#{$prefix}link-hover-color) !default;\n$nav-link-transition:               color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out !default;\n$nav-link-disabled-color:           var(--#{$prefix}secondary-color) !default;\n$nav-link-focus-box-shadow:         $focus-ring-box-shadow !default;\n\n$nav-tabs-border-color:             var(--#{$prefix}border-color) !default;\n$nav-tabs-border-width:             var(--#{$prefix}border-width) !default;\n$nav-tabs-border-radius:            var(--#{$prefix}border-radius) !default;\n$nav-tabs-link-hover-border-color:  var(--#{$prefix}secondary-bg) var(--#{$prefix}secondary-bg) $nav-tabs-border-color !default;\n$nav-tabs-link-active-color:        var(--#{$prefix}emphasis-color) !default;\n$nav-tabs-link-active-bg:           var(--#{$prefix}body-bg) !default;\n$nav-tabs-link-active-border-color: var(--#{$prefix}border-color) var(--#{$prefix}border-color) $nav-tabs-link-active-bg !default;\n\n$nav-pills-border-radius:           var(--#{$prefix}border-radius) !default;\n$nav-pills-link-active-color:       $component-active-color !default;\n$nav-pills-link-active-bg:          $component-active-bg !default;\n\n$nav-underline-gap:                 1rem !default;\n$nav-underline-border-width:        .125rem !default;\n$nav-underline-link-active-color:   var(--#{$prefix}emphasis-color) !default;\n// scss-docs-end nav-variables\n\n\n// Navbar\n\n// scss-docs-start navbar-variables\n$navbar-padding-y:                  $spacer * .5 !default;\n$navbar-padding-x:                  null !default;\n\n$navbar-nav-link-padding-x:         .5rem !default;\n\n$navbar-brand-font-size:            $font-size-lg !default;\n// Compute the navbar-brand padding-y so the navbar-brand will have the same height as navbar-text and nav-link\n$nav-link-height:                   $font-size-base * $line-height-base + $nav-link-padding-y * 2 !default;\n$navbar-brand-height:               $navbar-brand-font-size * $line-height-base !default;\n$navbar-brand-padding-y:            ($nav-link-height - $navbar-brand-height) * .5 !default;\n$navbar-brand-margin-end:           1rem !default;\n\n$navbar-toggler-padding-y:          .25rem !default;\n$navbar-toggler-padding-x:          .75rem !default;\n$navbar-toggler-font-size:          $font-size-lg !default;\n$navbar-toggler-border-radius:      $btn-border-radius !default;\n$navbar-toggler-focus-width:        $btn-focus-width !default;\n$navbar-toggler-transition:         box-shadow .15s ease-in-out !default;\n\n$navbar-light-color:                rgba(var(--#{$prefix}emphasis-color-rgb), .65) !default;\n$navbar-light-hover-color:          rgba(var(--#{$prefix}emphasis-color-rgb), .8) !default;\n$navbar-light-active-color:         rgba(var(--#{$prefix}emphasis-color-rgb), 1) !default;\n$navbar-light-disabled-color:       rgba(var(--#{$prefix}emphasis-color-rgb), .3) !default;\n$navbar-light-icon-color:           rgba($body-color, .75) !default;\n$navbar-light-toggler-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-light-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-light-toggler-border-color: rgba(var(--#{$prefix}emphasis-color-rgb), .15) !default;\n$navbar-light-brand-color:          $navbar-light-active-color !default;\n$navbar-light-brand-hover-color:    $navbar-light-active-color !default;\n// scss-docs-end navbar-variables\n\n// scss-docs-start navbar-dark-variables\n$navbar-dark-color:                 rgba($white, .55) !default;\n$navbar-dark-hover-color:           rgba($white, .75) !default;\n$navbar-dark-active-color:          $white !default;\n$navbar-dark-disabled-color:        rgba($white, .25) !default;\n$navbar-dark-icon-color:            $navbar-dark-color !default;\n$navbar-dark-toggler-icon-bg:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-dark-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-dark-toggler-border-color:  rgba($white, .1) !default;\n$navbar-dark-brand-color:           $navbar-dark-active-color !default;\n$navbar-dark-brand-hover-color:     $navbar-dark-active-color !default;\n// scss-docs-end navbar-dark-variables\n\n\n// Dropdowns\n//\n// Dropdown menu container and contents.\n\n// scss-docs-start dropdown-variables\n$dropdown-min-width:                10rem !default;\n$dropdown-padding-x:                0 !default;\n$dropdown-padding-y:                .5rem !default;\n$dropdown-spacer:                   .125rem !default;\n$dropdown-font-size:                $font-size-base !default;\n$dropdown-color:                    var(--#{$prefix}body-color) !default;\n$dropdown-bg:                       var(--#{$prefix}body-bg) !default;\n$dropdown-border-color:             var(--#{$prefix}border-color-translucent) !default;\n$dropdown-border-radius:            var(--#{$prefix}border-radius) !default;\n$dropdown-border-width:             var(--#{$prefix}border-width) !default;\n$dropdown-inner-border-radius:      calc(#{$dropdown-border-radius} - #{$dropdown-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$dropdown-divider-bg:               $dropdown-border-color !default;\n$dropdown-divider-margin-y:         $spacer * .5 !default;\n$dropdown-box-shadow:               var(--#{$prefix}box-shadow) !default;\n\n$dropdown-link-color:               var(--#{$prefix}body-color) !default;\n$dropdown-link-hover-color:         $dropdown-link-color !default;\n$dropdown-link-hover-bg:            var(--#{$prefix}tertiary-bg) !default;\n\n$dropdown-link-active-color:        $component-active-color !default;\n$dropdown-link-active-bg:           $component-active-bg !default;\n\n$dropdown-link-disabled-color:      var(--#{$prefix}tertiary-color) !default;\n\n$dropdown-item-padding-y:           $spacer * .25 !default;\n$dropdown-item-padding-x:           $spacer !default;\n\n$dropdown-header-color:             $gray-600 !default;\n$dropdown-header-padding-x:         $dropdown-item-padding-x !default;\n$dropdown-header-padding-y:         $dropdown-padding-y !default;\n// fusv-disable\n$dropdown-header-padding:           $dropdown-header-padding-y $dropdown-header-padding-x !default; // Deprecated in v5.2.0\n// fusv-enable\n// scss-docs-end dropdown-variables\n\n// scss-docs-start dropdown-dark-variables\n$dropdown-dark-color:               $gray-300 !default;\n$dropdown-dark-bg:                  $gray-800 !default;\n$dropdown-dark-border-color:        $dropdown-border-color !default;\n$dropdown-dark-divider-bg:          $dropdown-divider-bg !default;\n$dropdown-dark-box-shadow:          null !default;\n$dropdown-dark-link-color:          $dropdown-dark-color !default;\n$dropdown-dark-link-hover-color:    $white !default;\n$dropdown-dark-link-hover-bg:       rgba($white, .15) !default;\n$dropdown-dark-link-active-color:   $dropdown-link-active-color !default;\n$dropdown-dark-link-active-bg:      $dropdown-link-active-bg !default;\n$dropdown-dark-link-disabled-color: $gray-500 !default;\n$dropdown-dark-header-color:        $gray-500 !default;\n// scss-docs-end dropdown-dark-variables\n\n\n// Pagination\n\n// scss-docs-start pagination-variables\n$pagination-padding-y:              .375rem !default;\n$pagination-padding-x:              .75rem !default;\n$pagination-padding-y-sm:           .25rem !default;\n$pagination-padding-x-sm:           .5rem !default;\n$pagination-padding-y-lg:           .75rem !default;\n$pagination-padding-x-lg:           1.5rem !default;\n\n$pagination-font-size:              $font-size-base !default;\n\n$pagination-color:                  var(--#{$prefix}link-color) !default;\n$pagination-bg:                     var(--#{$prefix}body-bg) !default;\n$pagination-border-radius:          var(--#{$prefix}border-radius) !default;\n$pagination-border-width:           var(--#{$prefix}border-width) !default;\n$pagination-margin-start:           calc(#{$pagination-border-width} * -1) !default; // stylelint-disable-line function-disallowed-list\n$pagination-border-color:           var(--#{$prefix}border-color) !default;\n\n$pagination-focus-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-focus-bg:               var(--#{$prefix}secondary-bg) !default;\n$pagination-focus-box-shadow:       $focus-ring-box-shadow !default;\n$pagination-focus-outline:          0 !default;\n\n$pagination-hover-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$pagination-hover-border-color:     var(--#{$prefix}border-color) !default; // Todo in v6: remove this?\n\n$pagination-active-color:           $component-active-color !default;\n$pagination-active-bg:              $component-active-bg !default;\n$pagination-active-border-color:    $component-active-bg !default;\n\n$pagination-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$pagination-disabled-bg:            var(--#{$prefix}secondary-bg) !default;\n$pagination-disabled-border-color:  var(--#{$prefix}border-color) !default;\n\n$pagination-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$pagination-border-radius-sm:       var(--#{$prefix}border-radius-sm) !default;\n$pagination-border-radius-lg:       var(--#{$prefix}border-radius-lg) !default;\n// scss-docs-end pagination-variables\n\n\n// Placeholders\n\n// scss-docs-start placeholders\n$placeholder-opacity-max:           .5 !default;\n$placeholder-opacity-min:           .2 !default;\n// scss-docs-end placeholders\n\n// Cards\n\n// scss-docs-start card-variables\n$card-spacer-y:                     $spacer !default;\n$card-spacer-x:                     $spacer !default;\n$card-title-spacer-y:               $spacer * .5 !default;\n$card-title-color:                  null !default;\n$card-subtitle-color:               null !default;\n$card-border-width:                 var(--#{$prefix}border-width) !default;\n$card-border-color:                 var(--#{$prefix}border-color-translucent) !default;\n$card-border-radius:                var(--#{$prefix}border-radius) !default;\n$card-box-shadow:                   null !default;\n$card-inner-border-radius:          subtract($card-border-radius, $card-border-width) !default;\n$card-cap-padding-y:                $card-spacer-y * .5 !default;\n$card-cap-padding-x:                $card-spacer-x !default;\n$card-cap-bg:                       rgba(var(--#{$prefix}body-color-rgb), .03) !default;\n$card-cap-color:                    null !default;\n$card-height:                       null !default;\n$card-color:                        null !default;\n$card-bg:                           var(--#{$prefix}body-bg) !default;\n$card-img-overlay-padding:          $spacer !default;\n$card-group-margin:                 $grid-gutter-width * .5 !default;\n// scss-docs-end card-variables\n\n// Accordion\n\n// scss-docs-start accordion-variables\n$accordion-padding-y:                     1rem !default;\n$accordion-padding-x:                     1.25rem !default;\n$accordion-color:                         var(--#{$prefix}body-color) !default;\n$accordion-bg:                            var(--#{$prefix}body-bg) !default;\n$accordion-border-width:                  var(--#{$prefix}border-width) !default;\n$accordion-border-color:                  var(--#{$prefix}border-color) !default;\n$accordion-border-radius:                 var(--#{$prefix}border-radius) !default;\n$accordion-inner-border-radius:           subtract($accordion-border-radius, $accordion-border-width) !default;\n\n$accordion-body-padding-y:                $accordion-padding-y !default;\n$accordion-body-padding-x:                $accordion-padding-x !default;\n\n$accordion-button-padding-y:              $accordion-padding-y !default;\n$accordion-button-padding-x:              $accordion-padding-x !default;\n$accordion-button-color:                  var(--#{$prefix}body-color) !default;\n$accordion-button-bg:                     var(--#{$prefix}accordion-bg) !default;\n$accordion-transition:                    $btn-transition, border-radius .15s ease !default;\n$accordion-button-active-bg:              var(--#{$prefix}primary-bg-subtle) !default;\n$accordion-button-active-color:           var(--#{$prefix}primary-text-emphasis) !default;\n\n// fusv-disable\n$accordion-button-focus-border-color:     $input-focus-border-color !default; // Deprecated in v5.3.3\n// fusv-enable\n$accordion-button-focus-box-shadow:       $btn-focus-box-shadow !default;\n\n$accordion-icon-width:                    1.25rem !default;\n$accordion-icon-color:                    $body-color !default;\n$accordion-icon-active-color:             $primary-text-emphasis !default;\n$accordion-icon-transition:               transform .2s ease-in-out !default;\n$accordion-icon-transform:                rotate(-180deg) !default;\n\n$accordion-button-icon:         url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='#{$accordion-icon-color}' stroke-linecap='round' stroke-linejoin='round'><path d='M2 5L8 11L14 5'/></svg>\") !default;\n$accordion-button-active-icon:  url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='#{$accordion-icon-active-color}' stroke-linecap='round' stroke-linejoin='round'><path d='M2 5L8 11L14 5'/></svg>\") !default;\n// scss-docs-end accordion-variables\n\n// Tooltips\n\n// scss-docs-start tooltip-variables\n$tooltip-font-size:                 $font-size-sm !default;\n$tooltip-max-width:                 200px !default;\n$tooltip-color:                     var(--#{$prefix}body-bg) !default;\n$tooltip-bg:                        var(--#{$prefix}emphasis-color) !default;\n$tooltip-border-radius:             var(--#{$prefix}border-radius) !default;\n$tooltip-opacity:                   .9 !default;\n$tooltip-padding-y:                 $spacer * .25 !default;\n$tooltip-padding-x:                 $spacer * .5 !default;\n$tooltip-margin:                    null !default; // TODO: remove this in v6\n\n$tooltip-arrow-width:               .8rem !default;\n$tooltip-arrow-height:              .4rem !default;\n// fusv-disable\n$tooltip-arrow-color:               null !default; // Deprecated in Bootstrap 5.2.0 for CSS variables\n// fusv-enable\n// scss-docs-end tooltip-variables\n\n// Form tooltips must come after regular tooltips\n// scss-docs-start tooltip-feedback-variables\n$form-feedback-tooltip-padding-y:     $tooltip-padding-y !default;\n$form-feedback-tooltip-padding-x:     $tooltip-padding-x !default;\n$form-feedback-tooltip-font-size:     $tooltip-font-size !default;\n$form-feedback-tooltip-line-height:   null !default;\n$form-feedback-tooltip-opacity:       $tooltip-opacity !default;\n$form-feedback-tooltip-border-radius: $tooltip-border-radius !default;\n// scss-docs-end tooltip-feedback-variables\n\n\n// Popovers\n\n// scss-docs-start popover-variables\n$popover-font-size:                 $font-size-sm !default;\n$popover-bg:                        var(--#{$prefix}body-bg) !default;\n$popover-max-width:                 276px !default;\n$popover-border-width:              var(--#{$prefix}border-width) !default;\n$popover-border-color:              var(--#{$prefix}border-color-translucent) !default;\n$popover-border-radius:             var(--#{$prefix}border-radius-lg) !default;\n$popover-inner-border-radius:       calc(#{$popover-border-radius} - #{$popover-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$popover-box-shadow:                var(--#{$prefix}box-shadow) !default;\n\n$popover-header-font-size:          $font-size-base !default;\n$popover-header-bg:                 var(--#{$prefix}secondary-bg) !default;\n$popover-header-color:              $headings-color !default;\n$popover-header-padding-y:          .5rem !default;\n$popover-header-padding-x:          $spacer !default;\n\n$popover-body-color:                var(--#{$prefix}body-color) !default;\n$popover-body-padding-y:            $spacer !default;\n$popover-body-padding-x:            $spacer !default;\n\n$popover-arrow-width:               1rem !default;\n$popover-arrow-height:              .5rem !default;\n// scss-docs-end popover-variables\n\n// fusv-disable\n// Deprecated in Bootstrap 5.2.0 for CSS variables\n$popover-arrow-color:               $popover-bg !default;\n$popover-arrow-outer-color:         var(--#{$prefix}border-color-translucent) !default;\n// fusv-enable\n\n\n// Toasts\n\n// scss-docs-start toast-variables\n$toast-max-width:                   350px !default;\n$toast-padding-x:                   .75rem !default;\n$toast-padding-y:                   .5rem !default;\n$toast-font-size:                   .875rem !default;\n$toast-color:                       null !default;\n$toast-background-color:            rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-border-width:                var(--#{$prefix}border-width) !default;\n$toast-border-color:                var(--#{$prefix}border-color-translucent) !default;\n$toast-border-radius:               var(--#{$prefix}border-radius) !default;\n$toast-box-shadow:                  var(--#{$prefix}box-shadow) !default;\n$toast-spacing:                     $container-padding-x !default;\n\n$toast-header-color:                var(--#{$prefix}secondary-color) !default;\n$toast-header-background-color:     rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-header-border-color:         $toast-border-color !default;\n// scss-docs-end toast-variables\n\n\n// Badges\n\n// scss-docs-start badge-variables\n$badge-font-size:                   .75em !default;\n$badge-font-weight:                 $font-weight-bold !default;\n$badge-color:                       $white !default;\n$badge-padding-y:                   .35em !default;\n$badge-padding-x:                   .65em !default;\n$badge-border-radius:               var(--#{$prefix}border-radius) !default;\n// scss-docs-end badge-variables\n\n\n// Modals\n\n// scss-docs-start modal-variables\n$modal-inner-padding:               $spacer !default;\n\n$modal-footer-margin-between:       .5rem !default;\n\n$modal-dialog-margin:               .5rem !default;\n$modal-dialog-margin-y-sm-up:       1.75rem !default;\n\n$modal-title-line-height:           $line-height-base !default;\n\n$modal-content-color:               null !default;\n$modal-content-bg:                  var(--#{$prefix}body-bg) !default;\n$modal-content-border-color:        var(--#{$prefix}border-color-translucent) !default;\n$modal-content-border-width:        var(--#{$prefix}border-width) !default;\n$modal-content-border-radius:       var(--#{$prefix}border-radius-lg) !default;\n$modal-content-inner-border-radius: subtract($modal-content-border-radius, $modal-content-border-width) !default;\n$modal-content-box-shadow-xs:       var(--#{$prefix}box-shadow-sm) !default;\n$modal-content-box-shadow-sm-up:    var(--#{$prefix}box-shadow) !default;\n\n$modal-backdrop-bg:                 $black !default;\n$modal-backdrop-opacity:            .5 !default;\n\n$modal-header-border-color:         var(--#{$prefix}border-color) !default;\n$modal-header-border-width:         $modal-content-border-width !default;\n$modal-header-padding-y:            $modal-inner-padding !default;\n$modal-header-padding-x:            $modal-inner-padding !default;\n$modal-header-padding:              $modal-header-padding-y $modal-header-padding-x !default; // Keep this for backwards compatibility\n\n$modal-footer-bg:                   null !default;\n$modal-footer-border-color:         $modal-header-border-color !default;\n$modal-footer-border-width:         $modal-header-border-width !default;\n\n$modal-sm:                          300px !default;\n$modal-md:                          500px !default;\n$modal-lg:                          800px !default;\n$modal-xl:                          1140px !default;\n\n$modal-fade-transform:              translate(0, -50px) !default;\n$modal-show-transform:              none !default;\n$modal-transition:                  transform .3s ease-out !default;\n$modal-scale-transform:             scale(1.02) !default;\n// scss-docs-end modal-variables\n\n\n// Alerts\n//\n// Define alert colors, border radius, and padding.\n\n// scss-docs-start alert-variables\n$alert-padding-y:               $spacer !default;\n$alert-padding-x:               $spacer !default;\n$alert-margin-bottom:           1rem !default;\n$alert-border-radius:           var(--#{$prefix}border-radius) !default;\n$alert-link-font-weight:        $font-weight-bold !default;\n$alert-border-width:            var(--#{$prefix}border-width) !default;\n$alert-dismissible-padding-r:   $alert-padding-x * 3 !default; // 3x covers width of x plus default padding on either side\n// scss-docs-end alert-variables\n\n// fusv-disable\n$alert-bg-scale:                -80% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-border-scale:            -70% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-color-scale:             40% !default; // Deprecated in v5.2.0, to be removed in v6\n// fusv-enable\n\n// Progress bars\n\n// scss-docs-start progress-variables\n$progress-height:                   1rem !default;\n$progress-font-size:                $font-size-base * .75 !default;\n$progress-bg:                       var(--#{$prefix}secondary-bg) !default;\n$progress-border-radius:            var(--#{$prefix}border-radius) !default;\n$progress-box-shadow:               var(--#{$prefix}box-shadow-inset) !default;\n$progress-bar-color:                $white !default;\n$progress-bar-bg:                   $primary !default;\n$progress-bar-animation-timing:     1s linear infinite !default;\n$progress-bar-transition:           width .6s ease !default;\n// scss-docs-end progress-variables\n\n\n// List group\n\n// scss-docs-start list-group-variables\n$list-group-color:                  var(--#{$prefix}body-color) !default;\n$list-group-bg:                     var(--#{$prefix}body-bg) !default;\n$list-group-border-color:           var(--#{$prefix}border-color) !default;\n$list-group-border-width:           var(--#{$prefix}border-width) !default;\n$list-group-border-radius:          var(--#{$prefix}border-radius) !default;\n\n$list-group-item-padding-y:         $spacer * .5 !default;\n$list-group-item-padding-x:         $spacer !default;\n// fusv-disable\n$list-group-item-bg-scale:          -80% !default; // Deprecated in v5.3.0\n$list-group-item-color-scale:       40% !default; // Deprecated in v5.3.0\n// fusv-enable\n\n$list-group-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$list-group-active-color:           $component-active-color !default;\n$list-group-active-bg:              $component-active-bg !default;\n$list-group-active-border-color:    $list-group-active-bg !default;\n\n$list-group-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$list-group-disabled-bg:            $list-group-bg !default;\n\n$list-group-action-color:           var(--#{$prefix}secondary-color) !default;\n$list-group-action-hover-color:     var(--#{$prefix}emphasis-color) !default;\n\n$list-group-action-active-color:    var(--#{$prefix}body-color) !default;\n$list-group-action-active-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end list-group-variables\n\n\n// Image thumbnails\n\n// scss-docs-start thumbnail-variables\n$thumbnail-padding:                 .25rem !default;\n$thumbnail-bg:                      var(--#{$prefix}body-bg) !default;\n$thumbnail-border-width:            var(--#{$prefix}border-width) !default;\n$thumbnail-border-color:            var(--#{$prefix}border-color) !default;\n$thumbnail-border-radius:           var(--#{$prefix}border-radius) !default;\n$thumbnail-box-shadow:              var(--#{$prefix}box-shadow-sm) !default;\n// scss-docs-end thumbnail-variables\n\n\n// Figures\n\n// scss-docs-start figure-variables\n$figure-caption-font-size:          $small-font-size !default;\n$figure-caption-color:              var(--#{$prefix}secondary-color) !default;\n// scss-docs-end figure-variables\n\n\n// Breadcrumbs\n\n// scss-docs-start breadcrumb-variables\n$breadcrumb-font-size:              null !default;\n$breadcrumb-padding-y:              0 !default;\n$breadcrumb-padding-x:              0 !default;\n$breadcrumb-item-padding-x:         .5rem !default;\n$breadcrumb-margin-bottom:          1rem !default;\n$breadcrumb-bg:                     null !default;\n$breadcrumb-divider-color:          var(--#{$prefix}secondary-color) !default;\n$breadcrumb-active-color:           var(--#{$prefix}secondary-color) !default;\n$breadcrumb-divider:                quote(\"/\") !default;\n$breadcrumb-divider-flipped:        $breadcrumb-divider !default;\n$breadcrumb-border-radius:          null !default;\n// scss-docs-end breadcrumb-variables\n\n// Carousel\n\n// scss-docs-start carousel-variables\n$carousel-control-color:             $white !default;\n$carousel-control-width:             15% !default;\n$carousel-control-opacity:           .5 !default;\n$carousel-control-hover-opacity:     .9 !default;\n$carousel-control-transition:        opacity .15s ease !default;\n\n$carousel-indicator-width:           30px !default;\n$carousel-indicator-height:          3px !default;\n$carousel-indicator-hit-area-height: 10px !default;\n$carousel-indicator-spacer:          3px !default;\n$carousel-indicator-opacity:         .5 !default;\n$carousel-indicator-active-bg:       $white !default;\n$carousel-indicator-active-opacity:  1 !default;\n$carousel-indicator-transition:      opacity .6s ease !default;\n\n$carousel-caption-width:             70% !default;\n$carousel-caption-color:             $white !default;\n$carousel-caption-padding-y:         1.25rem !default;\n$carousel-caption-spacer:            1.25rem !default;\n\n$carousel-control-icon-width:        2rem !default;\n\n$carousel-control-prev-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M11.354 1.646a.5.5 0 0 1 0 .708L5.707 8l5.647 5.646a.5.5 0 0 1-.708.708l-6-6a.5.5 0 0 1 0-.708l6-6a.5.5 0 0 1 .708 0z'/></svg>\") !default;\n$carousel-control-next-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M4.646 1.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1 0 .708l-6 6a.5.5 0 0 1-.708-.708L10.293 8 4.646 2.354a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n\n$carousel-transition-duration:       .6s !default;\n$carousel-transition:                transform $carousel-transition-duration ease-in-out !default; // Define transform transition first if using multiple transitions (e.g., `transform 2s ease, opacity .5s ease-out`)\n// scss-docs-end carousel-variables\n\n// scss-docs-start carousel-dark-variables\n$carousel-dark-indicator-active-bg:  $black !default;\n$carousel-dark-caption-color:        $black !default;\n$carousel-dark-control-icon-filter:  invert(1) grayscale(100) !default;\n// scss-docs-end carousel-dark-variables\n\n\n// Spinners\n\n// scss-docs-start spinner-variables\n$spinner-width:           2rem !default;\n$spinner-height:          $spinner-width !default;\n$spinner-vertical-align:  -.125em !default;\n$spinner-border-width:    .25em !default;\n$spinner-animation-speed: .75s !default;\n\n$spinner-width-sm:        1rem !default;\n$spinner-height-sm:       $spinner-width-sm !default;\n$spinner-border-width-sm: .2em !default;\n// scss-docs-end spinner-variables\n\n\n// Close\n\n// scss-docs-start close-variables\n$btn-close-width:            1em !default;\n$btn-close-height:           $btn-close-width !default;\n$btn-close-padding-x:        .25em !default;\n$btn-close-padding-y:        $btn-close-padding-x !default;\n$btn-close-color:            $black !default;\n$btn-close-bg:               url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$btn-close-color}'><path d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/></svg>\") !default;\n$btn-close-focus-shadow:     $focus-ring-box-shadow !default;\n$btn-close-opacity:          .5 !default;\n$btn-close-hover-opacity:    .75 !default;\n$btn-close-focus-opacity:    1 !default;\n$btn-close-disabled-opacity: .25 !default;\n$btn-close-white-filter:     invert(1) grayscale(100%) brightness(200%) !default;\n// scss-docs-end close-variables\n\n\n// Offcanvas\n\n// scss-docs-start offcanvas-variables\n$offcanvas-padding-y:               $modal-inner-padding !default;\n$offcanvas-padding-x:               $modal-inner-padding !default;\n$offcanvas-horizontal-width:        400px !default;\n$offcanvas-vertical-height:         30vh !default;\n$offcanvas-transition-duration:     .3s !default;\n$offcanvas-border-color:            $modal-content-border-color !default;\n$offcanvas-border-width:            $modal-content-border-width !default;\n$offcanvas-title-line-height:       $modal-title-line-height !default;\n$offcanvas-bg-color:                var(--#{$prefix}body-bg) !default;\n$offcanvas-color:                   var(--#{$prefix}body-color) !default;\n$offcanvas-box-shadow:              $modal-content-box-shadow-xs !default;\n$offcanvas-backdrop-bg:             $modal-backdrop-bg !default;\n$offcanvas-backdrop-opacity:        $modal-backdrop-opacity !default;\n// scss-docs-end offcanvas-variables\n\n// Code\n\n$code-font-size:                    $small-font-size !default;\n$code-color:                        $pink !default;\n\n$kbd-padding-y:                     .1875rem !default;\n$kbd-padding-x:                     .375rem !default;\n$kbd-font-size:                     $code-font-size !default;\n$kbd-color:                         var(--#{$prefix}body-bg) !default;\n$kbd-bg:                            var(--#{$prefix}body-color) !default;\n$nested-kbd-font-weight:            null !default; // Deprecated in v5.2.0, removing in v6\n\n$pre-color:                         null !default;\n\n@import \"variables-dark\"; // TODO: can be removed safely in v6, only here to avoid breaking changes in v5.3\n","// Override bootstrap variables\n$spacer: 1rem;\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1400px,\n);\n$grid-breakpoints: (\n  xs: 0,\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1200px,\n);\n$dropdown-link-hover-bg: var(--pst-color-surface);\n\n// --pst-color-surface can also be assigned to the dark variant because it is\n// scoped to different values depending on light/dark theme\n$dropdown-dark-link-hover-bg: var(--pst-color-surface);\n$dropdown-link-active-bg: var(--pst-color-surface);\n$dropdown-dark-link-active-bg: var(--pst-color-surface);\n$focus-ring-width: 0.1875rem; // 3px at 100% zoom (0.1875 * 16px base font = 3px)\n$focus-ring-opacity: 1;\n$focus-ring-color: var(--pst-color-accent);\n$focus-ring-blur: 0;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color;\n\n// outline creates the same style of focus ring, it just uses CSS outline instead of box shadow\n$focus-ring-outline: $focus-ring-color solid $focus-ring-width;\n$btn-focus-box-shadow: $focus-ring-box-shadow;\n","/***\n * Rules for the UX/UI of skip navigation link btn.\n * It's only visible to people\n * navigating with keyboard for accessibility purposes\n * ref: https://www.youtube.com/watch?v=VUR0I5mqq7I\n ***/\n\n.skip-link {\n  position: fixed;\n  top: 0;\n  left: 0;\n  right: 0;\n  text-align: center;\n  background-color: var(--pst-color-warning);\n  padding: 0.5rem;\n  z-index: $zindex-modal;\n  border-bottom: 1px solid var(--pst-color-border);\n\n  // This shows / hides the button\n  transform: translateY(-100%);\n  transition: transform 150ms ease-in-out;\n\n  &:focus-within {\n    transform: translateY(0%);\n  }\n\n  a {\n    // Ensure we are using a WCAG conformant colour\n    color: var(--pst-color-warning-text) !important;\n\n    &:focus-visible {\n      // use color with sufficient contrast\n      outline-color: $foundation-black;\n    }\n  }\n}\n","/*******************************************************************************\n* master color map. Only the colors that actually differ between light and dark\n* themes are specified separately.\n*\n* To see the full list of colors see https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1234%3A765&t=ifcFT1JtnrSshGfi-1\n*/\n\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:string\";\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetch\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map.get($map, $key);\n  }\n\n  @return $map;\n}\n\n/* Assign base colors for the PyData theme */\n$color-palette: (\n  // Primary color\n  \"teal\":\n    (\n      \"50\": #f4fbfc,\n      \"100\": #e9f6f8,\n      \"200\": #d0ecf1,\n      \"300\": #abdde6,\n      \"400\": #3fb1c5,\n      \"500\": #0a7d91,\n      \"600\": #085d6c,\n      \"700\": #064752,\n      \"800\": #042c33,\n      \"900\": #021b1f,\n    ),\n  // Secondary color\n  \"violet\":\n    (\n      \"50\": #f4eefb,\n      \"100\": #e0c7ff,\n      \"200\": #d5b4fd,\n      \"300\": #b780ff,\n      \"400\": #9c5ffd,\n      \"500\": #8045e5,\n      \"600\": #6432bd,\n      \"700\": #4b258f,\n      \"800\": #341a61,\n      \"900\": #1e0e39,\n    ),\n  // Neutrals\n  \"gray\":\n    (\n      \"50\": #f9f9fa,\n      \"100\": #f3f4f5,\n      \"200\": #e5e7ea,\n      \"300\": #d1d5da,\n      \"400\": #9ca4af,\n      \"500\": #677384,\n      \"600\": #48566b,\n      \"700\": #29313d,\n      \"800\": #222832,\n      \"900\": #14181e,\n    ),\n  // Accent color\n  \"pink\":\n    (\n      \"50\": #fcf8fd,\n      \"100\": #fcf0fa,\n      \"200\": #f8dff5,\n      \"300\": #f3c7ee,\n      \"400\": #e47fd7,\n      \"500\": #c132af,\n      \"600\": #912583,\n      \"700\": #6e1c64,\n      \"800\": #46123f,\n      \"900\": #2b0b27,\n    ),\n  \"foundation\": (\n    \"white\": #ffffff,\n    // gray-900\n    \"black\": #14181e,\n  )\n);\n\n:root {\n  // Add theme colours to the html root element\n  @each $group-color, $color in $color-palette {\n    @each $color-name, $definition in $color {\n      --pst-#{$group-color}-#{$color-name}: #{$definition};\n    }\n  }\n}\n\n// Static SCSS variables used thoroughout the theme\n// Minimum contrast ratio used for the theme.\n// Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n// 4.5 - is for text that is 14pt or less\n$min-contrast-ratio-4: 4.5;\n\n// 3 is for text that is 18pt or bold, or for non-text elements\n$min-contrast-ratio-3: 3;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$foundation-black: #14181e;\n$foundation-white: #fff;\n\n// This is a custom - calculated  color between gray 100 and 200 - to reduce\n// the contrast ratio (avoid a jarring effect)\n$base-light-text: #ced6dd;\n\n// used in sphinx_design - gray 100\n$foundation-light-gray: #f3f4f5;\n\n// used in sphinx_design - gray 700\n$foundation-muted-gray: #29313d;\n\n// used in sphinx_design - gray 800\n$foundation-dark-gray: #222832;\n$pst-semantic-colors: (\n  \"primary\": (\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"teal\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"teal\", \"800\")},\n  ),\n  \"secondary\": (\n    \"light\": #{map-deep-get($color-palette, \"violet\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"violet\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"800\")},\n  ),\n  \"accent\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"pink\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"pink\", \"800\")},\n  ),\n  \"info\": (\n    \"light\": #276be9,\n    \"bg-light\": #dce7fc,\n    \"dark\": #79a3f2,\n    \"bg-dark\": #06245d,\n  ),\n  \"warning\": (\n    \"light\": #f66a0a,\n    \"bg-light\": #f8e3d0,\n    \"dark\": #ff9245,\n    \"bg-dark\": #652a02,\n  ),\n  \"success\": (\n    \"light\": #00843f,\n    \"bg-light\": #d6ece1,\n    \"dark\": #5fb488,\n    \"bg-dark\": #002f17,\n  ),\n  // This is based on the warning color\n  \"attention\":\n    (\n      \"light\": var(--pst-color-warning),\n      \"bg-light\": var(--pst-color-warning-bg),\n      \"dark\": var(--pst-color-warning),\n      \"bg-dark\": var(--pst-color-warning-bg),\n    ),\n  \"danger\": (\n    \"light\": #d72d47,\n    \"bg-light\": #f9e1e4,\n    \"dark\": #e78894,\n    \"bg-dark\": #4e111b,\n  ),\n  \"text-base\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    \"dark\": $base-light-text,\n  ),\n  \"text-muted\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"heading-color\": (\n    \"light\": #{$foundation-white},\n    \"dark\": #{$foundation-black},\n  ),\n  \"shadow\": (\n    \"light\": rgba(0, 0, 0, 0.1),\n    \"dark\": rgba(0, 0, 0, 0.2),\n  ),\n  \"border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"300\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n  ),\n  \"border-muted\": (\n    \"light\": rgba(23, 23, 26, 0.2),\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  \"blockquote-notch\": (\n    // These colors have a contrast ratio > 3.0 against both the background and\n    // surface colors that the notch is sandwiched between\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"500\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"inline-code\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"300\")},\n  ),\n  \"inline-code-links\": (\n    // need to make sure there is enough contrast against the code bg\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"600\")},\n    // keep primary color for dark mode\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n  ),\n  \"target\": (\n    \"light\": #f3cf95,\n    \"dark\": #675c04,\n  ),\n  \"table\": (\n    \"light\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    \"dark\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n  ),\n  \"table-row-hover\": (\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"300\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"600\")},\n  ),\n  \"table-inner-border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"200\")},\n    \"dark\": #364150,\n  ),\n  // DEPTH COLORS - you can see the elevation colours and shades\n  // in the Figma file https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1492%3A922&t=sQeQZehkOzposYEg-1\n  // background: color of the canvas / the furthest back layer\n  \"background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    ),\n  // on-background: provides slight contrast against background\n  // (by use of shadows in light theme)\n  \"on-background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    ),\n  \"surface\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  // on_surface: object on top of surface object (without shadows)\n  \"on-surface\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n      \"dark\": $foundation-light-gray,\n    ),\n);\n\n/*******************************************************************************\n* write the color rules for each theme (light/dark)\n*/\n\n/* NOTE:\n * Mixins enable us to reuse the same definitions for the different modes\n * https://sass-lang.com/documentation/at-rules/mixin\n * #{something} inserts a variable into a CSS selector or property name\n * https://sass-lang.com/documentation/interpolation\n */\n@mixin theme-colors($mode) {\n  // check if this color is defined differently for light/dark\n  @each $col-name, $definition in $pst-semantic-colors {\n    @if meta.type-of($definition) == map {\n      @each $key, $val in $definition {\n        @if string.index($key, $mode) {\n          // since now we define the bg colours in the semantic colours and not\n          // by changing opacity, we need to check if the key contains bg and the\n          // correct mode (light/dark)\n          @if string.index($key, \"bg\") {\n            --pst-color-#{$col-name}-bg: #{$val};\n          } @else {\n            --pst-color-#{$col-name}: #{$val};\n          }\n        }\n      }\n    } @else {\n      --pst-color-#{$col-name}: #{$definition};\n    }\n  }\n\n  // assign the \"duplicate\" colors (ones that just reference other variables)\n  & {\n    --pst-color-link: var(--pst-color-primary);\n    --pst-color-link-hover: var(--pst-color-secondary);\n    --pst-color-table-outer-border: var(--pst-color-surface);\n    --pst-color-table-heading-bg: var(--pst-color-surface);\n    --pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);\n    --pst-color-table-row-zebra-low-bg: var(--pst-color-surface);\n  }\n\n  // adapt to light/dark-specific content\n  @if $mode == \"light\" {\n    .only-dark,\n    .only-dark ~ figcaption {\n      display: none !important;\n    }\n  } @else {\n    .only-light,\n    .only-light ~ figcaption {\n      display: none !important;\n    }\n\n    /* Adjust images in dark mode (unless they have class .only-dark or\n     * .dark-light, in which case assume they're already optimized for dark\n     * mode).\n     */\n    img:not(.only-dark, .dark-light) {\n      filter: brightness(0.8) contrast(1.2);\n    }\n\n    /* Give images a light background in dark mode in case they have\n    *  transparency and black text (unless they have class .only-dark or .dark-light, in\n    *  which case assume they're already optimized for dark mode).\n    */\n    .bd-content img:not(.only-dark, .dark-light) {\n      background-color: rgb(255 255 255);\n      border-radius: 0.25rem;\n    }\n\n    // MathJax SVG outputs should be filled to same color as text.\n    .MathJax_SVG * {\n      fill: var(--pst-color-text-base);\n    }\n  }\n}\n\n/* Defaults to light mode if data-theme is not set */\nhtml:not([data-theme]) {\n  @include theme-colors(\"light\");\n}\n\n/* NOTE: @each {...} is like a for-loop\n * https://sass-lang.com/documentation/at-rules/control/each\n */\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    @include theme-colors($mode);\n\n    color-scheme: $mode;\n  }\n}\n\n// assign classes too, for runtime use of theme colors\n@each $col-name, $definition in $pst-semantic-colors {\n  .pst-color-#{$col-name} {\n    color: var(--pst-color-#{$col-name});\n  }\n}\n",".bd-container {\n  flex-grow: 1;\n  display: flex;\n  justify-content: center;\n\n  .bd-container__inner {\n    display: flex;\n  }\n}\n\n.bd-page-width {\n  width: 100%;\n\n  @include media-breakpoint-up(lg) {\n    max-width: $breakpoint-page-width;\n  }\n}\n","// Breakpoint viewport sizes and media queries.\n//\n// Breakpoints are defined as a map of (name: minimum width), order from small to large:\n//\n//    (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px)\n//\n// The map defined in the `$grid-breakpoints` global variable is used as the `$breakpoints` argument by default.\n\n// Name of the next breakpoint, or null for the last breakpoint.\n//\n//    >> breakpoint-next(sm)\n//    md\n//    >> breakpoint-next(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    md\n//    >> breakpoint-next(sm, $breakpoint-names: (xs sm md lg xl xxl))\n//    md\n@function breakpoint-next($name, $breakpoints: $grid-breakpoints, $breakpoint-names: map-keys($breakpoints)) {\n  $n: index($breakpoint-names, $name);\n  @if not $n {\n    @error \"breakpoint `#{$name}` not found in `#{$breakpoints}`\";\n  }\n  @return if($n < length($breakpoint-names), nth($breakpoint-names, $n + 1), null);\n}\n\n// Minimum breakpoint width. Null for the smallest (first) breakpoint.\n//\n//    >> breakpoint-min(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    576px\n@function breakpoint-min($name, $breakpoints: $grid-breakpoints) {\n  $min: map-get($breakpoints, $name);\n  @return if($min != 0, $min, null);\n}\n\n// Maximum breakpoint width.\n// The maximum value is reduced by 0.02px to work around the limitations of\n// `min-` and `max-` prefixes and viewports with fractional widths.\n// See https://www.w3.org/TR/mediaqueries-4/#mq-min-max\n// Uses 0.02px rather than 0.01px to work around a current rounding bug in Safari.\n// See https://bugs.webkit.org/show_bug.cgi?id=178261\n//\n//    >> breakpoint-max(md, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    767.98px\n@function breakpoint-max($name, $breakpoints: $grid-breakpoints) {\n  $max: map-get($breakpoints, $name);\n  @return if($max and $max > 0, $max - .02, null);\n}\n\n// Returns a blank string if smallest breakpoint, otherwise returns the name with a dash in front.\n// Useful for making responsive utilities.\n//\n//    >> breakpoint-infix(xs, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"\"  (Returns a blank string)\n//    >> breakpoint-infix(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"-sm\"\n@function breakpoint-infix($name, $breakpoints: $grid-breakpoints) {\n  @return if(breakpoint-min($name, $breakpoints) == null, \"\", \"-#{$name}\");\n}\n\n// Media of at least the minimum breakpoint width. No query for the smallest breakpoint.\n// Makes the @content apply to the given breakpoint and wider.\n@mixin media-breakpoint-up($name, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($name, $breakpoints);\n  @if $min {\n    @media (min-width: $min) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media of at most the maximum breakpoint width. No query for the largest breakpoint.\n// Makes the @content apply to the given breakpoint and narrower.\n@mixin media-breakpoint-down($name, $breakpoints: $grid-breakpoints) {\n  $max: breakpoint-max($name, $breakpoints);\n  @if $max {\n    @media (max-width: $max) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media that spans multiple breakpoint widths.\n// Makes the @content apply between the min and max breakpoints\n@mixin media-breakpoint-between($lower, $upper, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($lower, $breakpoints);\n  $max: breakpoint-max($upper, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($lower, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($upper, $breakpoints) {\n      @content;\n    }\n  }\n}\n\n// Media between the breakpoint's minimum and maximum widths.\n// No minimum for the smallest breakpoint, and no maximum for the largest one.\n// Makes the @content apply only to the given breakpoint, not viewports any wider or narrower.\n@mixin media-breakpoint-only($name, $breakpoints: $grid-breakpoints) {\n  $min:  breakpoint-min($name, $breakpoints);\n  $next: breakpoint-next($name, $breakpoints);\n  $max:  breakpoint-max($next, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($name, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($next, $breakpoints) {\n      @content;\n    }\n  }\n}\n",".pst-async-banner-revealer {\n  // Setting height to 0 and overflow to hidden allows us to add up the heights\n  // of this element's children before revealing them.\n  height: 0;\n  overflow: hidden;\n\n  // Height to be set by JavaScript, which should trigger the following\n  // transition rule (unless the user has set their system to reduce motion).\n  transition: height 300ms ease-in-out;\n\n  @media (prefers-reduced-motion) {\n    transition: none;\n  }\n}\n\n#bd-header-version-warning,\n.bd-header-announcement {\n  min-height: 3rem;\n  width: 100%;\n  display: flex;\n  position: relative;\n  align-items: center;\n  justify-content: center;\n  text-align: center;\n  padding: 0.5rem 12.5%; // Horizontal padding so the width is 75%\n  // One breakpoint less than $breakpoint-sidebar-primary. See variables/_layout.scss for more info.\n  @include media-breakpoint-down(lg) {\n    // Announcements can take a bit more width on mobile\n    padding: 0.5rem 2%;\n  }\n\n  p {\n    font-weight: bold;\n    margin: 0;\n  }\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n\n  // The \"Switch to stable version\" link (styled like a button)\n  .pst-button-link-to-stable-version {\n    @include box-shadow;\n\n    $background-color: var(--pst-color-danger);\n    $hover-background-color: var(--pst-color-danger-highlight);\n    $color: var(--pst-color-danger-text);\n\n    background-color: $background-color;\n    border-color: $background-color;\n    color: $color;\n    border-radius: 0.25rem;\n\n    &:hover {\n      background-color: $hover-background-color;\n      border-color: $hover-background-color;\n      color: $color;\n    }\n\n    &:focus-visible {\n      outline: $focus-ring-width solid $background-color;\n      outline-offset: $focus-ring-width;\n    }\n  }\n}\n\n// Bg color is now defined in the theme color palette - using our secondary color\n.bd-header-announcement {\n  background-color: var(--pst-color-secondary-bg);\n}\n\n#bd-header-version-warning {\n  background-color: var(--pst-color-danger-bg);\n}\n","/*********************************************\n* SASS Mixins\n*********************************************/\n\n/**\n * A consistent box shadow style we apply across elements.\n */\n@mixin box-shadow() {\n  box-shadow:\n    0 0.2rem 0.5rem var(--pst-color-shadow),\n    0 0 0.0625rem var(--pst-color-shadow) !important;\n}\n\n/**\n   * Set background of some cell outputs to white-ish to make sure colors work\n   * This is because many libraries make output that only looks good on white\n   */\n@mixin cell-output-background {\n  color: var(--pst-color-on-background);\n  background-color: var(--pst-color-text-base);\n  border-radius: 0.25rem;\n  padding: 0.5rem;\n}\n\n@mixin table-colors {\n  color: var(--pst-color-table);\n  border: 1px solid var(--pst-color-table-outer-border);\n\n  th,\n  td {\n    ~ th,\n    ~ td {\n      border-left: 1px solid var(--pst-color-table-inner-border);\n    }\n  }\n\n  thead {\n    tr {\n      background-color: var(--pst-color-table-heading-bg);\n      border-bottom: 2px solid var(--pst-color-primary);\n    }\n  }\n\n  tbody {\n    tr {\n      &:nth-child(odd) {\n        background-color: var(--pst-color-table-row-zebra-low-bg);\n      }\n\n      &:nth-child(even) {\n        background-color: var(--pst-color-table-row-zebra-high-bg);\n      }\n\n      &:hover {\n        background-color: var(--pst-color-table-row-hover-bg);\n      }\n    }\n  }\n}\n\n// Minimum mouse hit area\n// ----------------------\n// Ensures that the element has a minimum hit area that conforms to\n// accessibility guidelines. For WCAG AA, we need 24px x 24px, see:\n// https://www.w3.org/WAI/WCAG22/Understanding/target-size-minimum.html\n@mixin min-hit-area() {\n  box-sizing: border-box;\n  min-width: 24px;\n  min-height: 24px;\n}\n","/**\n * Main content area\n */\n.bd-main {\n  flex-grow: 1;\n  flex-direction: column;\n  display: flex;\n  min-width: 0;\n\n  .bd-content {\n    display: flex;\n    justify-content: center;\n    height: 100%;\n\n    .bd-article-container {\n      justify-content: start;\n      display: flex;\n      flex-direction: column;\n\n      // Max-width is slightly more than the W3 since our docs often have images.\n      // We shoot for about 100 characters per line instead of 80.\n      // ref: https://www.w3.org/WAI/tutorials/page-structure/styling/#line-length\n      width: 100%;\n      max-width: 60em;\n      overflow-x: auto; // Prevent wide content from pushing off the secondary sidebar\n      padding: 1rem;\n\n      .bd-article {\n        // Give a bit more verticle spacing on wide screens\n        @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n          padding-top: 1.5rem;\n          padding-left: 2rem;\n        }\n      }\n    }\n  }\n}\n",".bd-footer {\n  width: 100%;\n  border-top: 1px solid var(--pst-color-border);\n\n  .bd-footer__inner {\n    display: flex;\n    flex-grow: 1;\n    padding: 1rem;\n    margin: auto;\n  }\n\n  .footer-items__start,\n  .footer-items__center,\n  .footer-items__end {\n    display: flex;\n    flex-direction: column;\n    gap: 0.5rem;\n    justify-content: center;\n    flex-grow: 1;\n  }\n\n  .footer-items__center {\n    text-align: center;\n  }\n\n  .footer-items__end {\n    text-align: end;\n  }\n\n  // So that paragraphs don't take up extra room\n  .footer-item p {\n    margin-bottom: 0;\n  }\n}\n",".bd-footer-article {\n  margin-top: auto;\n\n  .footer-article-items {\n    display: flex;\n    flex-direction: column;\n  }\n}\n",".bd-footer-content {\n  .footer-content-items {\n    display: flex;\n    flex-direction: column;\n    margin-top: auto;\n  }\n}\n","/**\n * Header at the top of the page\n * It includes the announcement bar and the navigation bar.\n */\n\n// Styling for the Icon links can be found in components/_icon-links.scss\n\n// If we want the shadow to only point downward in the future, set\n// box-shadow to: 0 0.125rem 0.25rem -0.125rem rgba(0, 0, 0, 0.11);\n.bd-header {\n  position: sticky;\n  top: 0;\n  z-index: $zindex-fixed;\n\n  // Overrides bootstrap\n  background-color: var(--pst-color-on-background) !important;\n  box-shadow: 0 0.125rem 0.25rem 0 var(--pst-color-shadow);\n  width: 100%;\n  padding: 0;\n  max-width: 100vw;\n  justify-content: center;\n\n  .bd-header__inner {\n    display: flex;\n    align-items: center;\n    height: fit-content;\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n\n  :focus-visible {\n    border-radius: $focus-ring-radius;\n  }\n\n  // These items will define the height of the header\n  .navbar-item {\n    height: var(--pst-header-height);\n    max-height: var(--pst-header-height);\n    display: flex;\n    align-items: center;\n  }\n\n  // Hide the navbar header items on mobile because they're in the sidebar\n  .navbar-header-items {\n    display: none;\n    flex-shrink: 1;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: inherit;\n      flex-grow: 1;\n      padding: 0 0 0 0.5rem;\n    }\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center,\n  .navbar-header-items__start {\n    display: flex;\n    align-items: center;\n    flex-flow: wrap;\n\n    // In case we wrap our items to multiple rows on small screens\n    row-gap: 0;\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center {\n    column-gap: 1rem;\n  }\n\n  // A little smaller because this is displayed by default on mobile\n  .navbar-header-items__start {\n    flex-shrink: 0;\n    margin-right: auto;\n    gap: 0.5rem;\n  }\n\n  .navbar-header-items__end {\n    // End navbar items should snap to the right\n    justify-content: end;\n  }\n\n  // Contains the navigation links within the navbar\n  ul.navbar-nav {\n    display: flex;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      // Align on wide screens so the dropdown button is centered properly\n      align-items: baseline;\n    }\n\n    > li.nav-item {\n      margin-inline: 2px; // breathing room so hover and focus styles do not overlap\n\n      > .nav-link {\n        @include link-style-block;\n\n        padding-inline: 6px;\n      }\n\n      &.current {\n        > .nav-link {\n          color: var(--pst-color-primary);\n\n          // Underline the current navbar item\n          &::before {\n            border-bottom: 3px solid var(--pst-color-primary);\n          }\n        }\n      }\n\n      &.dropdown {\n        margin-inline: 4px;\n\n        button {\n          padding-inline: 8px;\n        }\n\n        > .dropdown-toggle {\n          border-radius: $focus-ring-radius; // make border radius the same for both hover ring and focus ring\n          color: var(--pst-color-text-muted);\n\n          &:focus-visible {\n            box-shadow: $focus-ring-box-shadow;\n          }\n\n          &:hover {\n            text-decoration: none;\n            box-shadow: 0 0 0 $focus-ring-width var(--pst-color-link-hover); // purple focus ring\n            // Brighten the text on hover (muted -> base)\n            color: var(--pst-color-text-base);\n          }\n        }\n      }\n    }\n\n    li a.nav-link.dropdown-item {\n      @include link-style-text;\n    }\n\n    // Dropdowns for the extra links\n    .dropdown {\n      button {\n        display: unset;\n        border: none;\n\n        &:hover {\n          @include link-style-hover;\n        }\n      }\n\n      .dropdown-menu {\n        z-index: $zindex-popover;\n        border: 1px solid var(--pst-color-border);\n        box-shadow: 0 0 0.3rem 0.1rem var(--pst-color-shadow);\n        background-color: var(--pst-color-on-background);\n        padding: 0.5rem 0;\n        margin: 0.5rem 0;\n        min-width: 20rem;\n\n        .dropdown-item {\n          // Give the items in the dropdown some breathing room but let the hit\n          // and hover area of the items extend to the edges of the menu\n          padding: 0.25rem 1.5rem;\n\n          // Override Bootstrap\n          &:focus:not(:hover, :active) {\n            background-color: inherit;\n          }\n\n          &:focus-visible {\n            z-index: 10; // keep focus ring on top (prevent the hover background of the next dropdown item from covering the ring)\n          }\n        }\n\n        // Hide the menu unless show has been clicked\n        &:not(.show) {\n          display: none;\n        }\n      }\n    }\n  }\n\n  // **************************************************************\n  // Showing and hiding the sidebar toggle buttons and header items\n  // **************************************************************\n\n  // Toggle buttons\n  button.sidebar-toggle {\n    font-size: var(--pst-font-size-icon);\n    color: var(--pst-color-muted);\n    margin-bottom: 0;\n    background-color: inherit;\n    padding: 0.5rem;\n  }\n\n  button.primary-toggle {\n    margin-right: 1rem;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  button.secondary-toggle {\n    margin-left: 1rem;\n\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      display: none;\n    }\n  }\n}\n\n// inline the element in the navbar as long as they fit and use display block when collapsing\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .navbar-center-items .navbar-item {\n    display: inline-block;\n  }\n}\n\n.nav-link {\n  &:hover {\n    @include link-style-hover;\n  }\n\n  // Override Bootstrap\n  transition: none;\n\n  &.nav-external::after {\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-external-link);\n    font-size: 0.75em;\n    margin-left: 0.3em;\n  }\n}\n\n.bd-navbar-elements li.nav-item i {\n  font-size: 0.7rem;\n  padding-left: 2px;\n  vertical-align: middle;\n}\n\n// THe elements next to the hamburger menu only show on narrow screens\n.navbar-persistent--mobile {\n  margin-left: auto;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: none;\n  }\n}\n\n// The navbar-persistent content should only show on wide screens\n.navbar-persistent--container {\n  display: none;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: flex;\n  }\n}\n",".header-article__inner {\n  display: flex;\n  padding: 0 0.5rem;\n\n  // The items define the height so that it disappears if there are no items\n  .header-article-item {\n    min-height: var(--pst-header-article-height);\n    height: var(--pst-header-article-height);\n  }\n\n  .header-article-items__start,\n  .header-article-items__end {\n    display: flex;\n    align-items: start;\n    gap: 0.5rem;\n  }\n\n  .header-article-items__end {\n    margin-left: auto;\n  }\n}\n","/**\n * The primary sidebar on the left.\n * e.g., between-pages navigation.\n */\n\n$sidebar-padding-right: 1rem;\n\n.bd-sidebar-primary {\n  display: flex;\n  flex-direction: column;\n  gap: 1rem;\n  max-height: calc(100vh - var(--pst-header-height));\n  position: sticky;\n  top: var(--pst-header-height);\n\n  @include make-col(3);\n\n  // Borders padding and whitespace\n  padding: 2rem $sidebar-padding-right 1rem 1rem;\n  border-right: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n  font-size: var(--pst-sidebar-font-size-mobile);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  :focus-visible {\n    border-radius: $focus-ring-radius;\n  }\n\n  // override bootstrap when navlink are displayed in the sidebar\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n  }\n\n  &.no-sidebar {\n    border-right: 0;\n  }\n\n  &.hide-on-wide {\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  // Headers shouldn't be colored in the sidebars and some extensions add headers\n  h1,\n  h2,\n  h3,\n  h4 {\n    color: var(--pst-color-text-base);\n  }\n\n  .sidebar-primary-items__start,\n  .sidebar-primary-items__end {\n    .sidebar-primary-item {\n      padding: 0.5rem 0;\n    }\n  }\n\n  // Hide the sidebar header items on widescreen since they are visible in the header\n  .sidebar-header-items {\n    display: flex;\n    flex-direction: column;\n\n    .sidebar-header-items__title {\n      font-weight: var(--pst-sidebar-header-font-weight);\n      font-size: var(--pst-sidebar-header-font-size);\n      color: var(--pst-color-text-base);\n      margin-bottom: 0.5rem;\n    }\n\n    // The dropdown toggle for extra links just shows them all instead.\n    .nav-item.dropdown {\n      // On mobile, the dropdown behaves like any other link, no hiding\n      button {\n        display: none;\n      }\n\n      .dropdown-menu {\n        display: flex;\n        flex-direction: column;\n        padding: 0;\n        margin: 0;\n        border: none;\n        background-color: inherit;\n        font-size: inherit;\n\n        .dropdown-item {\n          &:hover,\n          &:focus {\n            // In the mobile sidebar, the dropdown menu is inlined with the\n            // other links, which do not have background-color changes on hover\n            // and focus\n            background-color: unset;\n          }\n        }\n      }\n    }\n\n    .bd-navbar-elements {\n      .nav-link {\n        &:focus-visible {\n          box-shadow: none; // Override Bootstrap\n          outline: $focus-ring-outline;\n          outline-offset: $focus-ring-width;\n        }\n      }\n    }\n\n    // Center header items get displayed vertically, end items are displayed horizontally\n    .sidebar-header-items__center {\n      display: flex;\n      flex-direction: column;\n    }\n\n    // Positioning end items\n    .sidebar-header-items__end {\n      display: flex;\n      align-items: center;\n      gap: 1rem;\n    }\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  .sidebar-primary-items__start {\n    // Add a border on mobile to separate it from the header sidebar area\n    border-top: 1px solid var(--pst-color-border);\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      border-top: none;\n    }\n  }\n\n  .sidebar-primary-items__end {\n    margin-top: auto;\n    margin-bottom: 1em;\n  }\n\n  .list-caption {\n    list-style: none;\n    padding-left: 0;\n\n    // Level 0 TOC heading is put inside the <summary> tag\n    // so let the <summary> tag take up more space\n    li.toctree-l0.has-children {\n      > details {\n        > summary {\n          position: relative;\n          height: auto;\n          width: auto;\n          display: flex;\n          justify-content: space-between;\n          align-items: baseline;\n\n          .toctree-toggle {\n            // Prevent toggle icon from getting squished by summary being a\n            // flexbox\n            flex: 0 0 auto;\n\n            // Make the level 0 chevron icon slightly bigger than descendant\n            // levels\n            .fa-chevron-down {\n              font-size: 1rem;\n            }\n          }\n        }\n      }\n    }\n  }\n\n  li.has-children {\n    $toctree-toggle-width: 30px;\n\n    position: relative;\n\n    > .reference,\n    .caption {\n      margin-right: calc(\n        $toctree-toggle-width + $focus-ring-width\n      ); // keep clear of the toggle icon\n\n      padding-top: 0.25rem; // align caption text with toggle chevron\n    }\n\n    > details {\n      > summary {\n        // Remove browser default toggle icon\n        list-style: none;\n\n        &::-webkit-details-marker {\n          display: none;\n        }\n\n        // The summary element is natively focusable, but delegate the focus state to the toggle icon\n        &:focus-visible {\n          outline: none;\n\n          > .toctree-toggle {\n            outline: $focus-ring-outline;\n            outline-offset: -$focus-ring-width; // Prevent right side of focus ring from disappearing underneath the sidebar's right edge\n          }\n        }\n\n        // Container for expand/collapse chevron icon\n        .toctree-toggle {\n          cursor: pointer;\n\n          // Position it so that it's aligned with the top right corner of the\n          // last positioned element, in this case the li.has-children\n          position: absolute;\n          top: 0;\n          right: 0;\n\n          // Give it dimensions\n          width: $toctree-toggle-width;\n          height: $toctree-toggle-width; // make it square\n\n          // Vertically and horizontally center the icon within the container\n          display: inline-flex;\n          justify-content: center;\n          align-items: center;\n\n          .fa-chevron-down {\n            font-size: 0.75rem;\n          }\n        }\n      }\n\n      // The section is open/expanded, rotate the toggle icon (chevron) so it\n      // points up instead of down\n      &[open] {\n        > summary {\n          .fa-chevron-down {\n            transform: rotate(180deg);\n          }\n        }\n      }\n    }\n  }\n}\n\n/* Between-page links and captions */\nnav.bd-links {\n  margin-right: -$sidebar-padding-right; // align toctree toggle chevrons with right edge of sidebar and allow text to flow closer to the right edge\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: block;\n  }\n\n  ul {\n    display: block;\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  li > a {\n    display: block;\n    padding: 0.25rem 0.65rem;\n\n    @include link-sidebar;\n\n    box-shadow: none;\n    margin-right: $focus-ring-width; // prevent the right side focus ring from disappearing under the sidebar right edge\n\n    &.reference.external {\n      &::after {\n        font: var(--fa-font-solid);\n        content: var(--pst-icon-external-link);\n        font-size: 0.75em;\n        margin-left: 0.3em;\n      }\n    }\n  }\n\n  .current > a {\n    @include link-sidebar-current;\n\n    background-color: transparent;\n  }\n\n  // Title\n  p.bd-links__title {\n    font-size: var(--pst-sidebar-header-font-size);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n\n  // Toctree captions\n  p.caption {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    position: relative;\n    margin-top: 1.25rem;\n    margin-bottom: 0.5rem;\n    color: var(--pst-color-text-base);\n\n    &:first-child {\n      margin-top: 0;\n    }\n\n    font-size: var(--pst-sidebar-font-size-mobile);\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n}\n","// Grid system\n//\n// Generate semantic grid columns with these mixins.\n\n@mixin make-row($gutter: $grid-gutter-width) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  display: flex;\n  flex-wrap: wrap;\n  // TODO: Revisit calc order after https://github.com/react-bootstrap/react-bootstrap/issues/6039 is fixed\n  margin-top: calc(-1 * var(--#{$prefix}gutter-y)); // stylelint-disable-line function-disallowed-list\n  margin-right: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n}\n\n@mixin make-col-ready() {\n  // Add box sizing if only the grid is loaded\n  box-sizing: if(variable-exists(include-column-box-sizing) and $include-column-box-sizing, border-box, null);\n  // Prevent columns from becoming too narrow when at smaller grid tiers by\n  // always setting `width: 100%;`. This works because we set the width\n  // later on to override this initial width.\n  flex-shrink: 0;\n  width: 100%;\n  max-width: 100%; // Prevent `.col-auto`, `.col` (& responsive variants) from breaking out the grid\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-top: var(--#{$prefix}gutter-y);\n}\n\n@mixin make-col($size: false, $columns: $grid-columns) {\n  @if $size {\n    flex: 0 0 auto;\n    width: percentage(divide($size, $columns));\n\n  } @else {\n    flex: 1 1 0;\n    max-width: 100%;\n  }\n}\n\n@mixin make-col-auto() {\n  flex: 0 0 auto;\n  width: auto;\n}\n\n@mixin make-col-offset($size, $columns: $grid-columns) {\n  $num: divide($size, $columns);\n  margin-left: if($num == 0, 0, percentage($num));\n}\n\n// Row columns\n//\n// Specify on a parent element(e.g., .row) to force immediate children into NN\n// number of columns. Supports wrapping to new lines, but does not do a Masonry\n// style grid.\n@mixin row-cols($count) {\n  > * {\n    flex: 0 0 auto;\n    width: percentage(divide(1, $count));\n  }\n}\n\n// Framework grid generation\n//\n// Used only by Bootstrap to generate the correct number of grid classes given\n// any value of `$grid-columns`.\n\n@mixin make-grid-columns($columns: $grid-columns, $gutter: $grid-gutter-width, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      // Provide basic `.col-{bp}` classes for equal-width flexbox columns\n      .col#{$infix} {\n        flex: 1 0 0%; // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      }\n\n      .row-cols#{$infix}-auto > * {\n        @include make-col-auto();\n      }\n\n      @if $grid-row-columns > 0 {\n        @for $i from 1 through $grid-row-columns {\n          .row-cols#{$infix}-#{$i} {\n            @include row-cols($i);\n          }\n        }\n      }\n\n      .col#{$infix}-auto {\n        @include make-col-auto();\n      }\n\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .col#{$infix}-#{$i} {\n            @include make-col($i, $columns);\n          }\n        }\n\n        // `$columns - 1` because offsetting by the width of an entire row isn't possible\n        @for $i from 0 through ($columns - 1) {\n          @if not ($infix == \"\" and $i == 0) { // Avoid emitting useless .offset-0\n            .offset#{$infix}-#{$i} {\n              @include make-col-offset($i, $columns);\n            }\n          }\n        }\n      }\n\n      // Gutters\n      //\n      // Make use of `.g-*`, `.gx-*` or `.gy-*` utilities to change spacing between the columns.\n      @each $key, $value in $gutters {\n        .g#{$infix}-#{$key},\n        .gx#{$infix}-#{$key} {\n          --#{$prefix}gutter-x: #{$value};\n        }\n\n        .g#{$infix}-#{$key},\n        .gy#{$infix}-#{$key} {\n          --#{$prefix}gutter-y: #{$value};\n        }\n      }\n    }\n  }\n}\n\n@mixin make-cssgrid($columns: $grid-columns, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .g-col#{$infix}-#{$i} {\n            grid-column: auto / span $i;\n          }\n        }\n\n        // Start with `1` because `0` is an invalid value.\n        // Ends with `$columns - 1` because offsetting by the width of an entire row isn't possible.\n        @for $i from 1 through ($columns - 1) {\n          .g-start#{$infix}-#{$i} {\n            grid-column-start: $i;\n          }\n        }\n      }\n    }\n  }\n}\n","/**\n * Secondary sidebar on the right.\n * e.g., in-page table of contents.\n */\n.bd-sidebar-secondary {\n  display: flex;\n  order: 2;\n  flex-shrink: 0;\n  flex-direction: column;\n  position: sticky;\n  top: var(--pst-header-height);\n  max-height: calc(100vh - var(--pst-header-height));\n  padding: 2rem 1rem 1rem;\n  width: var(--pst-sidebar-secondary);\n  font-size: var(--pst-sidebar-font-size-mobile);\n\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // Color and border\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n}\n\n.sidebar-secondary-item {\n  padding: 0.5rem;\n\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    border-left: 1px solid var(--pst-color-border);\n    padding-left: 1rem;\n  }\n\n  i {\n    padding-right: 0.5rem;\n  }\n}\n","/*******************************************************************************\n* Rules for the UX/UI of sidebar sliding drawers on mobile\n* Note that this sheet controls styles across many parts of the theme\n* It is aggregated into this one sheet instead of being split across\n* components in order to keep it easier to debug in one place.\n* It is broken up into major sections below.\n*/\n\n/*******************************************************************************\n* Buttons and overlays\n*/\ninput.sidebar-toggle {\n  display: none;\n}\n\n// Background overlays\nlabel.overlay {\n  background-color: black;\n  opacity: 0.5;\n  height: 0;\n  width: 0;\n  position: fixed;\n  top: 0;\n  left: 0;\n  transition: opacity $animation-time ease-out;\n  z-index: $zindex-modal-backdrop;\n}\n\ninput {\n  // Show the correct overlay when its input is checked\n  &#pst-primary-sidebar-checkbox:checked + label.overlay.overlay-primary,\n  &#pst-secondary-sidebar-checkbox:checked + label.overlay.overlay-secondary {\n    height: 100vh;\n    width: 100vw;\n  }\n\n  // Primary sidebar slides in from the left\n  &#pst-primary-sidebar-checkbox:checked ~ .bd-container .bd-sidebar-primary {\n    visibility: visible;\n    margin-left: 0;\n  }\n\n  // Secondary sidebar slides in from the right\n  &#pst-secondary-sidebar-checkbox:checked\n    ~ .bd-container\n    .bd-sidebar-secondary {\n    visibility: visible;\n    margin-right: 0;\n  }\n}\n\n/*******************************************************************************\n* Sidebar drawer behavior\n*/\n\n/**\n * Behavior for sliding drawer elements that will be toggled with an input\n *\n * NOTE: We use this mixin to define the toggle behavior on narrow screens,\n * And the wide-screen behavior of the sections is defined in their own section\n * .scss files.\n */\n@mixin sliding-drawer($side: \"left\") {\n  position: fixed;\n  top: 0;\n  z-index: $zindex-modal;\n  height: 100vh;\n  max-height: 100vh;\n  width: 75%;\n  flex-grow: 0.75;\n  max-width: 350px;\n  transition:\n    visibility $animation-time ease-out,\n    margin $animation-time ease-out;\n  visibility: hidden;\n\n  @if $side == \"right\" {\n    margin-right: -75%;\n    right: 0;\n  } @else {\n    margin-left: -75%;\n    left: 0;\n  }\n}\n\n// Primary sidebar hides/shows at earlier widths\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .sidebar-toggle.primary-toggle {\n    display: none;\n  }\n\n  input#pst-primary-sidebar-checkbox {\n    &:checked + label.overlay.overlay-primary {\n      height: 0;\n      width: 0;\n    }\n  }\n\n  .bd-sidebar-primary {\n    margin-left: 0;\n    visibility: visible;\n  }\n}\n\n.bd-sidebar-primary {\n  @include media-breakpoint-down($breakpoint-sidebar-primary) {\n    @include sliding-drawer(\"left\");\n  }\n}\n\n.bd-sidebar-secondary {\n  @include media-breakpoint-down($breakpoint-sidebar-secondary) {\n    @include sliding-drawer(\"right\");\n  }\n}\n","/**\n * Breadcrumbs for parent pages meant for the article header\n */\nul.bd-breadcrumbs {\n  list-style: none;\n  padding-left: 0;\n  display: flex;\n  flex-wrap: wrap;\n\n  // Font size slightly smaller to avoid cluttering up space too much\n  font-size: 0.8rem;\n\n  li.breadcrumb-item {\n    display: flex;\n    align-items: center;\n\n    // Style should look like heavier in-page links\n    // keeping visited in the default link colour\n    font-weight: bold;\n\n    a {\n      @include link-style-text;\n    }\n\n    // Items that aren't the home have a caret to the left\n    &:not(.breadcrumb-home)::before {\n      font: var(--fa-font-solid);\n      font-size: 0.8rem;\n      content: var(--pst-breadcrumb-divider);\n      color: var(--pst-color-text-muted);\n      padding: 0 0.5rem;\n    }\n  }\n}\n","/**\n * Icon links in the navbar\n */\n\n.pst-navbar-icon {\n  // Extra specificity needed for overrides\n  html & {\n    @include min-hit-area;\n    @include link-style-block;\n\n    display: flex;\n    align-items: center;\n    justify-content: center;\n\n    // Bootstrap overrides\n    border-radius: 0;\n    border: none;\n    font-size: 1rem;\n    line-height: $line-height-body; // Override Boostrap, which defines a separate line-height for buttons\n    padding: $navbar-link-padding-y 0; // Horizontal white space in nav bar between items is controlled via column gap rule on the container.\n\n    // Make the navbar icon links have the same size as the navbar text links\n    height: calc(2 * $navbar-link-padding-y + $line-height-body * 1rem);\n  }\n}\n\nul.navbar-icon-links {\n  display: flex;\n  flex-flow: row wrap;\n  column-gap: 1rem;\n  justify-content: space-evenly;\n  align-items: center;\n  padding-left: 0;\n  margin-bottom: 0;\n  list-style: none;\n\n  // Icons styling\n  i {\n    &.fa-brands,\n    &.fa-regular,\n    &.fa-solid {\n      vertical-align: middle;\n      font-style: normal;\n      font-size: var(--pst-font-size-icon);\n    }\n\n    /* Social media buttons hard-code the brand color */\n    &.fa-square-twitter::before {\n      color: #55acee;\n    }\n\n    &.fa-square-gitlab::before {\n      color: #548;\n    }\n\n    &.fa-bitbucket::before {\n      color: #0052cc;\n    }\n  }\n\n  // Force images to be icon-sized\n  img.icon-link-image {\n    height: 1.5em;\n    border-radius: 0.2rem;\n  }\n\n  .fa-pydata {\n    stroke: var(--pst-color-background);\n    stroke-linejoin: round;\n    stroke-width: 0.35;\n  }\n}\n","/**\n * Logo in the navbar\n */\n\n.navbar-brand {\n  position: relative;\n  height: var(--pst-header-height);\n  max-height: var(--pst-header-height);\n  padding: 0.5rem 0;\n  width: auto;\n  margin: 0;\n  display: flex;\n\n  // Ensure that the logo stays the same length while other content shrinks\n  flex-shrink: 0;\n  align-items: center;\n  gap: 0.5rem;\n\n  // If there's no logo image, we use a p element w/ the site title\n  p {\n    color: var(--pst-color-text-base);\n    margin-bottom: 0;\n  }\n\n  // If there's a logo, it'll be in an img block\n  img {\n    max-width: 100%;\n    height: 100%;\n    width: auto;\n  }\n\n  &:hover,\n  &:visited:hover {\n    @include link-style-hover;\n\n    color: var(--pst-color-text-base);\n  }\n}\n","/**\n * Navigation links in the navbar and icon links\n */\nul.navbar-nav {\n  // Reduce padding of nested `ul` items a bit\n  ul {\n    padding: 0 0 0 1rem;\n  }\n\n  // Navbar links - do not have an underline by default\n  li {\n    display: flex;\n    flex-direction: column;\n\n    a {\n      display: flex;\n      align-items: center;\n      height: 100%;\n      padding-top: $navbar-link-padding-y;\n      padding-bottom: $navbar-link-padding-y;\n\n      @include link-style-text;\n    }\n  }\n}\n","/**\n * The list of in-page TOC links\n */\n.page-toc {\n  .section-nav {\n    padding-left: 0;\n    border-bottom: none;\n\n    ul {\n      padding-left: 1rem;\n    }\n  }\n\n  // override bootstrap settings\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n\n  .onthispage {\n    color: var(--pst-color-text-base);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n}\n","/**\n* Previous / Next navigation buttons\n**/\n.prev-next-area {\n  width: 100%;\n\n  p {\n    color: var(--pst-color-text-muted);\n    margin: 0 0.3em;\n    line-height: 1.3em;\n  }\n\n  i {\n    font-size: 1.2em;\n  }\n\n  a {\n    // So that buttons align with icons\n    display: flex;\n    align-items: center;\n    border: none;\n    padding: 10px;\n    max-width: 45%;\n    overflow-x: hidden;\n    color: var(--pst-color-text-muted);\n    text-decoration: none;\n\n    p.prev-next-title {\n      @include link-style-default;\n\n      font-weight: var(--pst-admonition-font-weight-heading);\n      font-size: 1.1em;\n    }\n\n    &:hover,\n    &:visited:hover {\n      p.prev-next-title {\n        @include link-style-hover;\n      }\n    }\n\n    .prev-next-info {\n      flex-direction: column;\n      margin: 0 0.5em;\n\n      .prev-next-subtitle {\n        text-transform: capitalize;\n      }\n    }\n\n    &.left-prev {\n      float: left;\n    }\n\n    &.right-next {\n      float: right;\n\n      div.prev-next-info {\n        text-align: right;\n      }\n    }\n  }\n}\n","/**\n * Search field\n **/\n.bd-search {\n  position: relative;\n  padding-left: 0.5rem;\n  gap: 0.5rem;\n  background-color: var(--pst-color-background);\n  border-radius: $admonition-border-radius;\n  border: 1px solid var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Background should always be same color regardless of active or not\n  &:active {\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n\n  .icon {\n    position: absolute;\n    color: var(--pst-color-border);\n    left: 25px;\n  }\n\n  .fa-solid.fa-magnifying-glass {\n    position: absolute;\n    left: calc((2.5rem - 0.7em) / 2);\n    color: var(--pst-color-text-muted);\n  }\n\n  input {\n    // Inner-text of the search bar\n    &::placeholder {\n      color: var(--pst-color-text-muted);\n    }\n\n    // Remove the little \"x\" that pops up when you start typing\n    &::-webkit-search-cancel-button,\n    &::-webkit-search-decoration {\n      appearance: none;\n    }\n  }\n\n  // Shows off the keyboard shortcuts for the button\n  .search-button__kbd-shortcut {\n    display: flex;\n    position: absolute;\n    right: 0.5rem;\n    color: var(--pst-color-border);\n  }\n}\n\n.form-control {\n  background-color: var(--pst-color-background);\n  color: var(--pst-color-text-base);\n\n  &:focus,\n  &:focus-visible {\n    border: none;\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n}\n\n/**\n * Search button - located in the navbar\n */\n\n// Search link icon should be a bit bigger since it is separate from icon links\n.search-button i {\n  font-size: 1.3rem;\n}\n\n// __search-container will only show up when we use the search pop-up bar\n.search-button__search-container,\n.search-button__overlay {\n  display: none;\n}\n\n.search-button__wrapper.show {\n  .search-button__search-container {\n    display: flex;\n\n    // Center in middle of screen just underneath header\n    position: fixed;\n    z-index: $zindex-modal;\n    top: 30%;\n    left: 50%;\n    transform: translate(-50%, -50%);\n    right: 1rem;\n    margin-top: 0.5rem;\n    width: 90%;\n    max-width: 800px;\n  }\n\n  .search-button__overlay {\n    display: flex;\n    position: fixed;\n    z-index: $zindex-modal-backdrop;\n    background-color: black;\n    opacity: 0.5;\n    width: 100%;\n    height: 100%;\n    top: 0;\n    left: 0;\n  }\n\n  form.bd-search {\n    flex-grow: 1;\n    padding-top: 0;\n    padding-bottom: 0;\n  }\n\n  // Font and input text a bit bigger\n  svg,\n  input {\n    font-size: var(--pst-font-size-icon);\n  }\n}\n\n/**\n * The search button component that looks like a field.\n * Lives at components/search-button-field.html\n */\n.search-button-field {\n  $search-button-border-radius: 1.5em;\n\n  display: inline-flex;\n  align-items: center;\n  border: var(--pst-color-border) solid 1px;\n  border-radius: $search-button-border-radius;\n  color: var(--pst-color-text-muted);\n  padding: 0.5em;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    box-shadow: 0 0 0 $focus-ring-width var(--pst-color-link-hover);\n  }\n\n  &:focus-visible {\n    border-radius: $search-button-border-radius;\n  }\n\n  // The keyboard shotcut text\n  .search-button__default-text {\n    font-size: var(--bs-nav-link-font-size);\n    font-weight: var(--bs-nav-link-font-weight);\n    margin-right: 0.5em;\n    margin-left: 0.5em;\n  }\n\n  .kbd-shortcut__modifier {\n    font-size: 0.75em;\n  }\n\n  // Ensures that all the text lines up in the middle\n  > * {\n    align-items: center;\n  }\n\n  // Only the icon should be visible on narrow screens\n  > :not(svg) {\n    display: none;\n\n    @include media-breakpoint-up(lg) {\n      display: flex;\n    }\n  }\n}\n","/**\n * The 'Hide Search Matches' button.\n * This only shows up when a person lands on a page after clicking a search result.\n * Clicking it removes the highlighting of the search term from the page.\n * We want it to behave like a button.\n */\ndiv#searchbox {\n  // Leave `#searchbox` rules empty so that it doesn't show at all when it is empty\n  p.highlight-link {\n    margin: 1rem 0;\n    width: fit-content;\n\n    // A bit more margin on wide screens to mimic article behavior\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      margin-left: 2rem;\n    }\n\n    // Put outer shadow on this one so that we can darken the link w/ an inner shadow\n    @include box-shadow;\n\n    // Style the button to look like a Sphinx Design button\n    a {\n      border-radius: 0.25rem;\n      font-size: 1.25rem;\n      padding: 0.75rem;\n      background-color: var(--pst-color-primary);\n      color: var(--pst-color-primary-text);\n      text-decoration: none;\n\n      // The box shadow is inset so that it darkens the button on hover\n      transition: box-shadow 0.25s ease-out;\n\n      &:hover {\n        box-shadow: inset 0 0 50px 50px rgb(0 0 0 / 25%);\n      }\n\n      &::before {\n        content: var(--pst-icon-search-minus);\n        color: unset;\n        font: var(--fa-font-solid);\n        margin-right: 0.5rem;\n      }\n    }\n  }\n}\n","/**\n * Light/dark theme switcher\n */\n\n.theme-switch-button {\n  .theme-switch {\n    display: none;\n\n    &:active {\n      text-decoration: none;\n      color: var(--pst-color-link-hover);\n    }\n\n    .fa-lg {\n      aspect-ratio: 1 / 1;\n    }\n  }\n}\n\n@each $mode in auto, light, dark {\n  html[data-mode=\"#{$mode}\"]\n    .theme-switch-button\n    .theme-switch[data-mode=\"#{$mode}\"] {\n    display: inline; // inline needed for span height to be calculated using inherited font size and line height\n  }\n}\n","button.btn.version-switcher__button {\n  border-color: var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Add a margin on narrow screens to avoid feeling cramped\n  margin-bottom: 1em;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    margin-bottom: unset;\n  }\n\n  &:hover {\n    box-shadow: 0 0 0 $focus-ring-width var(--pst-color-secondary);\n    border-color: transparent;\n  }\n\n  &:active {\n    color: var(--pst-color-text-base);\n    border-color: var(--pst-color-border);\n  }\n\n  &:focus-visible {\n    border-color: transparent;\n  }\n}\n\n.version-switcher__menu {\n  border-color: var(--pst-color-border);\n  border-radius: var(--bs-dropdown-border-radius);\n\n  a.list-group-item {\n    background-color: var(--pst-color-on-background);\n    color: var(--pst-color-text-base);\n    padding: 0.75rem 1.25rem;\n\n    &:not(:last-child) {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n\n    &:hover {\n      @include link-style-hover;\n\n      background-color: var(--pst-color-surface);\n    }\n\n    &.active {\n      @include link-sidebar-current;\n\n      position: relative;\n      z-index: 1;\n\n      span::before {\n        content: \"\";\n        width: 100%;\n        height: 100%;\n        position: absolute;\n        z-index: -1;\n        left: 0;\n        top: 0;\n      }\n    }\n\n    &:focus-visible {\n      z-index: 10; // keep focus ring on top (prevent the hover background of the next dropdown item from covering the ring)\n    }\n  }\n}\n\n// Font behavior on mobile\nbutton.version-switcher__button,\n.version-switcher__menu {\n  font-size: 1.1em; // A bit smaller than other menu font\n  z-index: $zindex-modal; // higher than the sidebars\n\n  // Make sure it meets WCAG target size requirement no matter the version\n  // string displayed in the button\n  @include min-hit-area;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: unset;\n  }\n}\n","/* Collapsing of the TOC sidebar while scrolling */\n\n/* Nav: hide second level (shown on .active) */\n\nnav.page-toc {\n  // A little extra space before the buttons\n  margin-bottom: 1rem;\n}\n\n.bd-toc .nav {\n  .nav {\n    display: none;\n\n    // So we can manually specify a level as visible in the config\n    &.visible {\n      display: block;\n    }\n  }\n\n  > .active > ul {\n    display: block;\n  }\n}\n\n// Each entry of the in-page TOC\n.toc-entry {\n  display: block;\n\n  a > code {\n    color: var(--pst-color-text-muted);\n  }\n\n  a.nav-link {\n    display: block;\n    padding: 0.125rem 0;\n\n    // Padding w/ negative margin so the top TOC item highlight overlaps w/ the TOC border\n    padding-left: 1rem;\n    margin-left: -1rem;\n\n    @include link-sidebar;\n\n    &.active {\n      @include link-sidebar-current;\n\n      background-color: transparent;\n\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n\n    &:focus-visible {\n      border-radius: $focus-ring-radius;\n    }\n  }\n}\n","div.versionadded,\ndiv.versionchanged,\ndiv.deprecated {\n  vertical-align: middle;\n  margin: 1.5625em auto;\n  padding: 0 0.6rem;\n  overflow: hidden;\n\n  /* break-inside has replaced page-break-inside and is widely usable since 2019 */\n  page-break-inside: avoid;\n  break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n\n  @include box-shadow;\n\n  position: relative;\n\n  > p {\n    margin-bottom: 0.6rem;\n    margin-top: 0.6rem;\n  }\n}\n\ndiv.versionadded {\n  border-color: var(--pst-color-success);\n  background-color: var(--pst-color-success-bg);\n}\n\ndiv.versionchanged {\n  border-color: var(--pst-color-warning);\n  background-color: var(--pst-color-warning-bg);\n}\n\ndiv.deprecated {\n  border-color: var(--pst-color-danger);\n  background-color: var(--pst-color-danger-bg);\n}\n\nspan.versionmodified {\n  font-weight: 600;\n\n  &::before {\n    margin-right: 0.6rem;\n    color: var(--pst-color-info);\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-versionmodified-default);\n  }\n}\n\nspan.versionmodified.added {\n  &::before {\n    color: var(--pst-color-success);\n    content: var(--pst-icon-versionmodified-added);\n  }\n}\n\nspan.versionmodified.changed {\n  &::before {\n    color: var(--pst-color-warning);\n    content: var(--pst-icon-versionmodified-changed);\n  }\n}\n\nspan.versionmodified.deprecated {\n  &::before {\n    color: var(--pst-color-danger);\n    content: var(--pst-icon-versionmodified-deprecated);\n  }\n}\n",".sidebar-indices-items {\n  display: flex;\n  flex-direction: column;\n  border-top: 1px solid var(--pst-color-border);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    border-top: none;\n  }\n\n  .sidebar-indices-items__title {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    font-size: var(--pst-sidebar-header-font-size);\n    color: var(--pst-color-text-base);\n    margin-bottom: 0.5rem;\n  }\n\n  ul.indices-link {\n    margin-right: -1rem;\n    list-style: none;\n    padding: 0;\n\n    li > a {\n      display: block;\n      padding: 0.25rem 0;\n      color: var(--pst-color-text-muted);\n\n      &:hover {\n        color: var(--pst-color-primary);\n        text-decoration: none;\n        background-color: transparent;\n      }\n    }\n  }\n}\n",".bd-sidebar-primary div#rtd-footer-container {\n  position: sticky;\n  bottom: -1rem;\n  margin: -1rem; // ignore sidebar padding\n\n  .rst-versions.rst-badge {\n    position: unset;\n    font-size: 0.9em;\n    font-family: var(--pst-font-family-base);\n    max-width: unset;\n\n    .rst-current-version {\n      display: flex;\n      align-items: center;\n      gap: 0.2rem;\n      height: 2.5rem;\n      transition: background-color 0.2s ease-out;\n      background-color: var(--pst-color-background);\n      color: var(--pst-color-success);\n      border-top: 1px solid var(--pst-color-border);\n    }\n\n    .fa.fa-book {\n      color: var(--pst-color-text-muted);\n      margin-right: auto;\n\n      &::after {\n        color: var(--pst-color-text-base);\n        content: \"Read The Docs\";\n        font-family: var(--pst-font-family-base);\n        font-weight: var(--pst-admonition-font-weight-heading);\n      }\n    }\n\n    .fa.fa-caret-down {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  .rst-versions.rst-badge.shift-up {\n    .rst-current-version {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n  }\n\n  .rst-other-versions {\n    background-color: var(--pst-color-surface);\n    color: var(--pst-color-text-base);\n\n    dl {\n      dd a {\n        color: var(--pst-color-text-muted);\n      }\n    }\n\n    hr {\n      background-color: var(--pst-color-border);\n    }\n\n    small a {\n      color: var(--pst-color-link);\n    }\n\n    input {\n      padding-left: 0.5rem;\n      border: 1px solid var(--pst-color-border);\n      background-color: var(--pst-color-surface);\n    }\n  }\n}\n","/**\n * Admonitions and blocks of styled content.\n * Admonitions CSS originally inspired by https://squidfunk.github.io/mkdocs-material/getting-started/\n */\n$admonition-border-radius: 0.25rem;\n$admonition-left-border-width: 0.2rem;\n\ndiv.admonition,\n.admonition {\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0.8rem;\n  overflow: hidden;\n\n  /* break-inside has replaced page-break-inside and is widely usable since 2019 */\n  page-break-inside: avoid;\n  break-inside: avoid;\n  border-left: $admonition-left-border-width solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n\n  @include box-shadow;\n\n  // Last item should have no spacing since we'll control that w/ padding\n  *:last-child {\n    margin-bottom: 0;\n  }\n\n  // Items after the title should be indented\n  p.admonition-title ~ * {\n    margin-left: 1.4rem;\n    margin-right: 1.4rem;\n  }\n\n  // Lists need to have left margin so they don't spill into it\n  > ol,\n  > ul {\n    margin-left: 1em;\n  }\n\n  // Defaults for all admonitions\n  > .admonition-title {\n    margin: 0 -0.6rem;\n    padding: 0.4rem 0.6rem 0.4rem 2rem;\n    font-weight: var(--pst-admonition-font-weight-heading);\n    position: relative;\n\n    @include legacy-backdrop-placeholder;\n\n    background-color: var(--pst-color-info-bg);\n\n    // now that we use solid colors we want the title on top\n    z-index: 1;\n\n    &::after {\n      position: absolute;\n      left: 0.5rem;\n      width: 1rem;\n      height: 1rem;\n      color: var(--pst-color-info);\n      font: var(--fa-font-solid);\n      line-height: inherit;\n      content: var(--pst-icon-admonition-default);\n      opacity: 1;\n    }\n\n    // Next element after title needs some extra upper-space\n    + * {\n      margin-top: 0.4em;\n    }\n  }\n\n  &.attention {\n    border-color: var(--pst-color-attention);\n\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &::after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-attention);\n      }\n    }\n  }\n\n  &.caution {\n    border-color: var(--pst-color-warning);\n\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &::after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-caution);\n      }\n    }\n  }\n\n  &.warning {\n    border-color: var(--pst-color-warning);\n\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &::after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-warning);\n      }\n    }\n  }\n\n  &.danger {\n    border-color: var(--pst-color-danger);\n\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &::after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-danger);\n      }\n    }\n  }\n\n  &.error {\n    border-color: var(--pst-color-danger);\n\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &::after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-error);\n      }\n    }\n  }\n\n  &.hint {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-hint);\n      }\n    }\n  }\n\n  &.tip {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-tip);\n      }\n    }\n  }\n\n  &.important {\n    border-color: var(--pst-color-attention);\n\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &::after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-important);\n      }\n    }\n  }\n\n  &.note {\n    border-color: var(--pst-color-info);\n\n    > .admonition-title {\n      background-color: var(--pst-color-info-bg);\n\n      &::after {\n        color: var(--pst-color-info);\n        content: var(--pst-icon-admonition-note);\n      }\n    }\n  }\n\n  &.seealso {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-seealso);\n      }\n    }\n  }\n\n  &.admonition-todo {\n    border-color: var(--pst-color-secondary);\n\n    > .admonition-title {\n      background-color: var(--pst-color-secondary-bg);\n\n      &::after {\n        color: var(--pst-color-secondary);\n        content: var(--pst-icon-admonition-todo);\n      }\n    }\n  }\n\n  /**\n   * Special-case for a `sidebar` class that makes the admonition float to\n   * the right like the {sidebar} directive.\n   */\n  &.sidebar {\n    max-width: 40%;\n    float: right;\n    clear: both;\n    margin-left: 0.5rem;\n    margin-top: 0;\n\n    // Undo the .sidebar directive border\n    border-width: 0 0 0 $admonition-left-border-width;\n\n    // TODO: these semantic-color-names border-color rules might no longer be\n    //       needed when we drop support for Sphinx 4 / docutils 0.17\n    &.attention,\n    &.important {\n      border-color: var(--pst-color-attention);\n    }\n\n    &.caution,\n    &.warning {\n      border-color: var(--pst-color-warning);\n    }\n\n    &.danger,\n    &.error {\n      border-color: var(--pst-color-danger);\n    }\n\n    &.hint,\n    &.tip,\n    &.seealso {\n      border-color: var(--pst-color-success);\n    }\n\n    &.note,\n    &.todo {\n      border-color: var(--pst-color-info);\n    }\n\n    // No inner margin since we have less horizontal space w/ the sidebar\n    p.admonition-title ~ * {\n      margin-left: 0;\n      margin-right: 0;\n    }\n  }\n}\n\n/**************************************************************\n * Similar content blocks that are not technically admonitions.\n */\n\n/**\n * Topics and the {contents} directive\n */\n// Docutils <= 0.17\ndiv.topic,\ndiv.topic.contents,\n// Docutils >= 0.18\nnav.contents,\naside.topic {\n  display: flex;\n  flex-direction: column;\n  background-color: var(--pst-color-surface);\n  border-color: var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  padding: 1rem 1.25rem;\n\n  @include box-shadow;\n\n  .topic-title {\n    margin: 0 0 0.5rem;\n  }\n\n  // Over-ride text color to ensure enough contrast\n  p {\n    color: var(--pst-color-on-surface) !important;\n  }\n\n  // Over-ride large default padding\n  ul.simple {\n    padding-left: 1rem;\n\n    ul {\n      // So that sub-lists will have a bit less padding\n      padding-left: 2em;\n    }\n  }\n}\n\n/**\n * Sidebar directive\n */\naside.sidebar {\n  border: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-surface);\n  border-radius: $admonition-border-radius;\n\n  // to match the admonition-styled sidebars:\n  margin-left: 0.5rem;\n  padding: 0;\n\n  > *:last-child {\n    padding-bottom: 1rem;\n  }\n\n  p.sidebar-title {\n    position: relative;\n    margin-bottom: 0;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n    border-bottom: 1px solid var(--pst-color-border);\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-admonition-font-weight-heading);\n  }\n\n  // Add margin to the first non-`.sidebar-title` item\n  > *:not(.sidebar-title):first-child,\n  > p.sidebar-title + * {\n    margin-top: 1rem;\n  }\n\n  > * {\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n}\n\n/**\n * Rubrics look kind of like section headers\n */\np.rubric {\n  display: flex;\n  flex-direction: column;\n}\n\n/**\n * Seealso is kind of like a vertically-collapsed admonition\n */\n.seealso dd {\n  margin-top: 0;\n  margin-bottom: 0;\n}\n","/**\n * Miscellaneous color functions and mixins\n**/\n\n@use \"sass:list\";\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:math\";\n@use \"sass:string\";\n\n// We must add ::before pseudo-element to some theme components (such as admonitions)\n// because users were instructed to customize the background color this way.\n@mixin legacy-backdrop-placeholder {\n  &::before {\n    content: \"\";\n    width: 100%;\n    height: 100%;\n    position: absolute;\n    left: 0;\n    top: 0;\n    z-index: -1;\n\n    // So that hovering over the text within background is still possible.\n    // Otherwise the background overlays the text and you cannot click or select easily.\n    // ref: https://developer.mozilla.org/en-US/docs/Web/CSS/pointer-events\n    pointer-events: none;\n  }\n}\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetc\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map.get($map, $key);\n  }\n\n  @return $map;\n}\n\n/**\n  * Function to check if the color needs converting to a \"color\" type\n  * if it is a string we cannot use other color manipulation functions\n  * It is used to create the sphinx-design colours as these are often interpolated\n  */\n// @param {String/Color} $color - Color definition from map\n// @return {Color} - Color type (in hex)\n@function check-color($color) {\n  @if meta.type-of($color) == string {\n    $color: from-hex($color);\n  }\n\n  @return $color;\n}\n\n/**\n  * Function to convert the string representation of a color to a color type (hex)\n  */\n// @param {String} $string - String representation of a color\n@function from-hex($string) {\n  $string-lower: string.to-lower-case($string);\n  $r: \"\";\n  $g: \"\";\n  $b: \"\";\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $length: string.length($string);\n  $max: if($length == 4, 1, 2);\n\n  // Check for length accuracy\n  @if $length != 4 and $length != 7 {\n    @return $string;\n  }\n\n  // Loop from the second character (omitting #)\n  @for $i from 2 through $length {\n    $c: string.slice($string-lower, $i, $i);\n\n    // If wrong character, return\n    @if not list.index($hex, $c) {\n      @return $string;\n    }\n\n    @if string.length($r) < $max {\n      $r: $r + $c;\n    } @else if string.length($g) < $max {\n      $g: $g + $c;\n    } @else if string.length($b) < $max {\n      $b: $b + $c;\n    }\n  }\n\n  @if $length == 4 {\n    $r: $r + $r;\n    $g: $g + $g;\n    $b: $b + $b;\n  }\n\n  @return rgb(hex-to-dec($r), hex-to-dec($g), hex-to-dec($b));\n}\n\n@function hex-to-dec($string) {\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $string: string.to-lower-case($string);\n  $length: string.length($string);\n  $dec: 0;\n\n  @for $i from 1 through $length {\n    $factor: 1 + (15 * ($length - $i));\n    $index: list.index($hex, string.slice($string, $i, $i));\n    $dec: $dec + $factor * ($index - 1);\n  }\n\n  @return $dec;\n}\n","// Style API docs from sphinx' autodoc / autosummary\n\n/*******************************************************************************\n* Styling for field lists\n*/\n\n/* grey highlighting of 'parameter' and 'returns' field */\ntable.field-list {\n  border-collapse: separate;\n  border-spacing: 10px;\n  margin-left: 1px;\n\n  th.field-name {\n    padding: 1px 8px 1px 5px;\n    white-space: nowrap;\n    background-color: var(--pst-color-surface);\n  }\n\n  /* italic font for parameter types */\n  td.field-body {\n    p {\n      font-style: italic;\n\n      > strong {\n        font-style: normal;\n      }\n    }\n\n    /* reduced space around parameter description */\n    blockquote {\n      border-left: none;\n      margin: 0 0 0.3em;\n      padding-left: 30px;\n    }\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary tables\n*/\n\n.table.autosummary {\n  // The first column (with the signature) should not wrap\n  td:first-child {\n    white-space: nowrap;\n  }\n}\n\n/* overriding basic.css to use our own monospace font */\n.sig {\n  font-family: var(--pst-font-family-monospace);\n}\n\n/* C++ specific styling - overriding the basic.css to avoid custom colors */\n\n.sig-inline.c-texpr,\n.sig-inline.cpp-texpr {\n  font-family: unset;\n}\n\n.sig.c .k,\n.sig.c .kt,\n.sig.cpp .k,\n.sig.cpp .kt {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .m,\n.sig.cpp .m {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .s,\n.sig.c .sc,\n.sig.cpp .s,\n.sig.cpp .sc {\n  color: var(--pst-color-text-base);\n}\n\n// addition\n\n// .sig.c .sig-name .n,\n// .sig.cpp .sig-name .n {\n//   color: var(--pst-color-inline-code);\n// }\n\n.sig-name {\n  color: var(--pst-color-inline-code);\n}\n\n.sig-param .o,\n.sig-param .default_value {\n  color: var(--pst-color-text-muted);\n  font-weight: normal;\n}\n\n// change target color for dark theme\ndt:target,\nspan.highlighted {\n  background-color: var(--pst-color-target);\n}\n\n.viewcode-back {\n  font-family: var(--pst-font-family-base);\n}\n\n.viewcode-block:target {\n  border-top: 1px solid var(--pst-color-border);\n  border-bottom: 1px solid var(--pst-color-border);\n  position: relative;\n  background-color: var(--pst-color-target);\n}\n\ndl > dt > a:has(.viewcode-link) {\n  // Sphinx applies a `float:right` rule to the .viewcode-line span, which\n  // exposes a browser glitch in the focus ring. It seems the browser creates\n  // two separate boxes, an empty box where the anchor element gets laid out and\n  // then another box around the anchor's contents that have been floated right.\n  // Firefox draws the focus ring around the empty anchor element box. Chrome\n  // draws two focus rings: one around the empty anchor and one around the\n  // floated-right element. To fix the glitch, we apply the float rule on the\n  // parent rather than the child.\n  float: right;\n\n  .viewcode-link {\n    float: none;\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary titles like \"parameters\" and \"returns\"\n*/\n\n// the API selector\n// from https://github.com/pradyunsg/furo/blob/main/src/furo/assets/styles/content/_api.sass#L6)\ndl[class]:not(.option-list, .field-list, .footnote, .glossary, .simple) {\n  // increase margin bottom after the dl elements\n  margin-bottom: 3rem;\n\n  dd {\n    margin-left: 2rem;\n\n    // Fix until this will be solved to Sphinx https://github.com/sphinx-doc/sphinx/issues/10815\n    & > dl.simple > dt {\n      display: flex;\n    }\n  }\n\n  dl.field-list {\n    display: grid;\n    grid-template-columns: unset;\n  }\n\n  dt.field-odd,\n  dt.field-even {\n    margin-top: 0.2rem;\n    margin-bottom: 0.1rem;\n    background-color: var(--pst-color-surface);\n  }\n}\n","/**\n * Code block styling\n * Note that we inherit a lot of styling from Bootstrap so not many rules here.\n */\n\n// General code block behavior\n// Unset bootstrap behavior\ndiv[class*=\"highlight-\"],\ndiv.highlight,\ndiv.literal-block-wrapper {\n  display: flex;\n  flex-direction: column;\n  width: unset;\n  border-radius: $admonition-border-radius;\n  break-inside: avoid;\n}\n\n// Code blocks with captions\n// There's a wrapper when the code block has a title\ndiv.literal-block-wrapper {\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  // This is where the title goes\n  div.code-block-caption {\n    margin: 0;\n    border-bottom: 1px solid var(--pst-color-border);\n    padding: 0.5rem;\n    font-size: 1rem;\n    font-weight: var(--pst-font-weight-caption);\n\n    a.headerlink {\n      font-size: inherit;\n    }\n  }\n\n  // Remove the upper border radius since we want it to connect with the title\n  // Remove the box shadow so the wrapper gets the shadow instead\n  div[class*=\"highlight-\"] {\n    margin: 0;\n    border-radius: 0;\n\n    pre {\n      border: none;\n      box-shadow: none;\n    }\n  }\n}\n\n/**\n * In-line code\n */\ncode.literal {\n  padding: 0.1rem 0.25rem;\n  background-color: var(--pst-color-surface);\n  border: 1px solid var(--pst-color-border);\n  border-radius: 0.25rem;\n}\n\na > code {\n  color: var(--pst-color-inline-code-links);\n}\n\n// Fix for Sphinx's \"highlight\" directive - this is an issue with our accessible pygments theme\n// and the colour we are using for the background of the code blocks.\nhtml[data-theme=\"light\"] .highlight .nf {\n  color: #0078a1 !important;\n}\n\n// Minimum opacity needed for linenos to be WCAG AA conformant\nspan.linenos {\n  opacity: 0.8 !important;\n}\n","figure > a,\nfigure > a > img,\nfigure > img,\nfigure > video {\n  display: block;\n  margin-left: auto;\n  margin-right: auto;\n}\n\nfigure {\n  a.headerlink {\n    // So that header link doesn't push caption to be off-center.\n    position: absolute;\n    font-size: inherit;\n  }\n\n  // Default headerlink hover doesn't trigger on figures\n  &:hover a.headerlink {\n    visibility: visible;\n  }\n\n  figcaption {\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-font-weight-caption);\n    color: var(--pst-color-text-muted);\n    margin-left: auto;\n    margin-right: auto;\n    margin-top: 0.3rem;\n    text-align: center;\n\n    & > p:last-child {\n      // Don't add extra margin to already existing figure bottom margin\n      margin-bottom: 0;\n    }\n\n    p {\n      text-align: start;\n      display: inline-block;\n    }\n\n    table.table {\n      width: fit-content;\n      margin-left: auto;\n      margin-right: auto;\n    }\n  }\n}\n","// For consistency, add bracket around footnotes/citations which are\n// cited more than once. E.g. [Newton](1,2) instead of Newton(1,2)\ndt.label > span.brackets:not(:only-child)::before {\n  content: \"[\";\n}\n\ndt.label > span.brackets:not(:only-child)::after {\n  content: \"]\";\n}\n\n// Make footnote as a superscript\na.footnote-reference {\n  vertical-align: super;\n  font-size: small;\n}\n\n// Docutils 0.18 uses an `aside.footnote` container with different internal structure\naside.footnote {\n  margin-bottom: 0.5rem;\n\n  &:last-child {\n    margin-bottom: 1rem;\n  }\n\n  span.label,\n  span.backrefs {\n    font-weight: bold;\n  }\n\n  &:target {\n    background-color: var(--pst-color-target);\n  }\n}\n","/**\n * Hacky fixes that don't fit cleanly into other sections\n */\n\n// Ensure user highlighting/selecting behaves properly\n// From https://stackoverflow.com/a/34372191\ntable.highlighttable td.linenos,\nspan.linenos,\ndiv.doctest > div.highlight span.gp {\n  /* gp: Generic.Prompt */\n  user-select: none;\n}\n","// Override bootstrap by restoring the basic theme default.\ndd {\n  margin-top: 3px;\n  margin-bottom: 10px;\n  margin-left: 30px;\n}\n\nol,\nul {\n  padding-inline-start: 2rem;\n\n  li > p:first-child {\n    margin-bottom: 0.25rem;\n    margin-top: 0.25rem;\n  }\n}\n","// GitHub blockquote style\nblockquote {\n  padding: 1em;\n  color: var(--pst-color-text-muted);\n  border-left: 0.25em solid var(--pst-color-blockquote-notch);\n  border-radius: $admonition-border-radius;\n  position: relative;\n\n  p {\n    color: var(--pst-color-text-base);\n  }\n\n  // remove padding from included line-block to avoid duplication\n  .line-block {\n    margin: 0;\n  }\n\n  // remove margin bottom for the last p\n  p:last-child {\n    margin-bottom: 0;\n  }\n\n  @include legacy-backdrop-placeholder;\n\n  background-color: var(--pst-color-surface);\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n\n  // hack to make the text in the blockquote selectable\n  &::before {\n    z-index: -1;\n  }\n}\n","/**\n * Span-level styling within content\n */\n\nspan.guilabel {\n  border: 1px solid var(--pst-color-info);\n  font-size: 80%;\n  font-weight: 700;\n  border-radius: 4px;\n  padding: 2.4px 6px;\n  margin: auto 2px;\n  position: relative;\n\n  @include legacy-backdrop-placeholder;\n\n  background-color: var(--pst-color-info-bg);\n}\n\na.reference.download::before {\n  content: var(--pst-icon-download);\n  font: var(--fa-font-solid);\n  font-size: 0.8em;\n  padding: 0 0.25em;\n  color: var(--pst-color-text-muted);\n}\n","/**\n * Tables\n */\n\ntable {\n  // default to table-center\n  margin-left: auto;\n  margin-right: auto;\n\n  &.table-right {\n    margin-right: 0;\n  }\n\n  &.table-left {\n    margin-left: 0;\n  }\n}\n\n// customize table caption from bootstrap\n// to display them on top and centered\ntable caption {\n  text-align: center;\n  caption-side: top;\n  color: var(--pst-color-text-muted);\n}\n\n// MyST Markdown tables use these classes to control alignment\nth,\ntd {\n  &.text-left {\n    text-align: left;\n  }\n\n  &.text-right {\n    text-align: right;\n  }\n\n  &.text-center {\n    text-align: center;\n  }\n}\n\n// override bootstrap table colors\n.table {\n  @include table-colors;\n\n  --bs-table-bg: transparent; // background\n  --bs-table-color: var(\n    --pst-color-text-base\n  ); // ensure text and bullets are visible\n}\n\n.pst-scrollable-table-container {\n  // Put a horizontal scrollbar just below tables that are too wide to fit\n  // within the main column\n  overflow-x: auto;\n}\n","/**\n * Style the toctree component in pages (avoid modifying the navbars)\n */\n.toctree-wrapper {\n  p.caption {\n    font-size: 1.5em;\n    margin-bottom: 0;\n  }\n\n  & > ul {\n    padding-left: 0;\n  }\n\n  li[class^=\"toctree-l\"] {\n    list-style: none;\n    margin-bottom: 0.2em;\n\n    & > a {\n      list-style: none;\n      font-size: 1.1em;\n    }\n\n    & > ul {\n      list-style: none;\n      padding-inline-start: 1.5em;\n    }\n  }\n\n  // slightly bigger font for l1\n  .toctree-l1 > a {\n    font-size: 1.3em;\n  }\n}\n\ndiv.topic.contents,  // Docutils <= 0.17\nnav.contents  // Docutils >= 0.18\n{\n  // Style similarly to toctree\n  ul.simple {\n    list-style: none;\n    padding-left: 0;\n  }\n}\n","/**\n * Mathematics via MathJax.\n *\n * This is designed for MathJax v3\n * ref: https://www.sphinx-doc.org/en/master/usage/extensions/math.html#module-sphinx.ext.mathjax\n */\n\n// Applies to all math elements\nspan.math,\ndiv.math {\n  align-items: center;\n  display: flex;\n  max-width: 100%;\n\n  // This will be over-ridden for the y-direction and divs\n  overflow: hidden;\n}\n\n// Inline-only\nspan.math {\n  display: inline-flex;\n}\n\n// Block-level only\ndiv.math {\n  gap: 0.5em;\n\n  // So that the eqno shows up after the equation\n  flex-direction: row-reverse;\n\n  // The equation number / link\n  span.eqno a.headerlink {\n    position: relative;\n    font-size: 1em;\n  }\n\n  // The math container\n  mjx-container {\n    flex-grow: 1;\n    padding-bottom: 0.2rem;\n    overflow: auto;\n\n    // Set height to 0 so that it does not cause scrollbars to appear\n    // ref: https://github.com/mathjax/MathJax/issues/2521\n    mjx-assistive-mml {\n      height: 0;\n    }\n  }\n}\n","/**\n * ABlog\n * ref: https://ablog.readthedocs.io/\n */\n\n/**\n * Sidebar template components\n */\n.ablog-sidebar-item {\n  h2,\n  h3 {\n    font-size: var(--pst-sidebar-header-font-size);\n\n    // Remove unnecessary vertical whitespace\n    margin-top: 0.5rem;\n\n    // The headers are all links, but this makes them hard to parse\n    // So we change the colors to make them look like headers\n    a {\n      color: var(--pst-color-text-base);\n    }\n  }\n\n  ul {\n    // No bullet points for the primary sidebar items\n    list-style: none;\n    padding-left: 0;\n\n    // Otherwise a scrollbar randomly shows up\n    overflow-y: hidden;\n\n    // List of recent post items\n    display: flex;\n    flex-direction: column;\n    gap: 0.5em;\n    margin-bottom: 0;\n\n    // The ablog cloud should move horizontally\n    &.ablog-cloud {\n      flex-flow: row wrap;\n      gap: 0.5rem;\n\n      // Vertical-align tag clouds\n      li {\n        // Center the tag cloud items\n        display: flex;\n        align-items: center;\n      }\n    }\n  }\n}\n\n/**\n * Previous / next buttons at the bottom\n */\n.ablog__prev-next {\n  font-size: 1.2em;\n  display: flex;\n  padding: 1rem 0;\n\n  // The bottom previous / next arrows\n  > span {\n    // To ensure that the whole thing fits on one line even if there are long titles\n    display: flex;\n    max-width: 45%;\n\n    // Links within each span have the collection of icon + text\n    a {\n      display: flex;\n      align-items: center;\n      margin-left: auto;\n      gap: 1rem;\n      line-height: 1.5rem;\n\n      i::before {\n        color: var(--pst-color-text-base);\n      }\n    }\n  }\n\n  // The first span is for the previous page and aligns to the left\n  span.ablog__prev {\n    i.fa-arrow-circle-left::before {\n      content: var(--pst-icon-angle-left);\n    }\n  }\n\n  // The second span is just an empty space so we remove it because we're\n  // positioning with flex\n  span.ablog__spacer {\n    display: none;\n  }\n\n  // The third span is aligned to the right\n  span.ablog__next {\n    margin-left: auto;\n    text-align: right;\n\n    i.fa-arrow-circle-right::before {\n      content: var(--pst-icon-angle-right);\n    }\n  }\n}\n\n/**\n * {postlist} directive and posts page\n */\n.ablog__collection,\n.postlist {\n  padding-left: 0;\n\n  .ablog-post {\n    list-style: none;\n\n    // Post metadata tags (author, links ,etc) should be a bit smaller\n    .ablog-archive {\n      display: flex;\n      flex-flow: row wrap;\n      gap: 1rem;\n      list-style: none;\n      font-size: 0.75rem;\n      padding-left: 0;\n    }\n\n    // Title line should be a bit bigger and bold to stand out\n    .ablog-post-title {\n      margin-top: 0;\n      font-size: 1.25rem;\n\n      a {\n        font-weight: bold;\n      }\n    }\n\n    // Read more button should be a bit bigger\n    .ablog-post-expand {\n      margin-bottom: 0.5rem;\n    }\n  }\n}\n","/**\n * Special cases for Bootstrap functionality\n */\n\n// Bootstrap adds margin to their general container class. However, sphinx/docutils\n// can also generate output with the container class, but in those cases we should\n// not add the margin from bootstrap. Same for max-width.\n.docutils.container {\n  padding-left: unset;\n  padding-right: unset;\n  margin-left: unset;\n  margin-right: unset;\n  max-width: unset;\n  width: unset;\n}\n\n.btn {\n  --bs-btn-focus-box-shadow: #{$btn-focus-box-shadow};\n}\n","/**\n * Sphinx Copybutton\n * ref: https://sphinx-copybutton.readthedocs.io/\n */\n\ndiv.highlight button.copybtn {\n  // Nicer spacing\n  display: flex;\n  align-items: center;\n  justify-content: center;\n\n  // Don't over-ride the success color\n  &:not(.success) {\n    color: var(--pst-color-muted);\n  }\n\n  border: none;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    &:not(.success) {\n      color: var(--pst-color-text);\n      background-color: var(--pst-color-shadow);\n    }\n  }\n\n  // Tooltip styling\n  &.o-tooltip--left::after {\n    color: var(--pst-color-text);\n    background-color: var(--pst-color-surface);\n  }\n\n  &:focus {\n    // For keyboard users, make the copy button visible when focussed.\n    opacity: 1;\n  }\n\n  &:focus-visible {\n    outline: $focus-ring-outline;\n  }\n}\n\ndiv.highlight:has(button.copybtn) {\n  // Make sure the code block has enough height for the copy button.\n  // Sphinx-copybutton sets 0.3em top offset plus 1.7em height:\n  // https://github.com/executablebooks/sphinx-copybutton/blob/master/sphinx_copybutton/_static/copybutton.css\n  min-height: 2em;\n}\n","// adapt ethical ad to the theme\n#ethical-ad-placement {\n  .ethical-sidebar a,\n  .ethical-sidebar a:visited,\n  .ethical-sidebar a:hover,\n  .ethical-sidebar a:active,\n  .ethical-footer a,\n  .ethical-footer a:visited,\n  .ethical-footer a:hover,\n  .ethical-footer a:active {\n    color: var(--pst-color-text-base);\n  }\n\n  .ethical-sidebar,\n  .ethical-footer {\n    background-color: var(--pst-color-background);\n    border: 1px solid var(--pst-color-border);\n    border-radius: 5px;\n    color: var(--pst-color-text-base);\n    font-size: 14px;\n    line-height: 20px;\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/******************************************************************************\n * Jupyter Sphinx\n */\n\n.bd-content div.jupyter_container {\n  // We don't want borders around the whole container, just around code cells\n  border: none;\n  background-color: unset;\n  box-shadow: none;\n\n  // Code cells should have the same style as our other code objects\n  div.output,\n  div.highlight {\n    border-radius: 0.25rem;\n  }\n\n  div.highlight {\n    background-color: var(--pst-color-surface);\n  }\n\n  // Ensure the style is the same as our code cells. Jupyter Sphinx makes it tiny.\n  .cell_input,\n  .cell_output {\n    border-radius: 0.25rem;\n\n    pre {\n      padding: 1rem;\n    }\n  }\n}\n","/* Styles for graphviz generated output from Sphinx */\n\n/* Style the inheritance diagram such that it has a dark mode */\nhtml[data-theme=\"dark\"] div.graphviz > object.inheritance {\n  filter: brightness(0.8) invert(0.82) contrast(1.2);\n  color-scheme: normal;\n}\n","/**\n * Special-cases for packages in the PyData ecosystem\n */\n\n// xarray output display in bootstrap\n.xr-wrap[hidden] {\n  display: block !important;\n}\n\n// ipywidgets\n.jp-OutputArea-output.lm-Widget {\n  // override overflow:hidden rule from Lumino (.lm-Widget) to allow scrolling\n  overflow: auto;\n}\n","/*******************************************************************************\n * Special-cases for the sphinx-design library, mainly to make it compatible\n * with the dark/light themes of pydata-sphinx-theme.\n *\n * NOTE: sphinx-design uses !important quite liberally, so here we must do the\n * same for our overrides to have any effect.\n */\n@use \"../variables/color\" as pst-color;\n@use \"sass:color\";\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:string\";\n\n/*******************************************************************************\n  * Color and variables\n  *\n  * This is a list of the semantic color names from sphinx-design (we only\n  * need to override variables that sphinx-design has actually defined).\n  * https://github.com/executablebooks/sphinx-design/blob/9226a12a/style/_colors.scss#L31-L43\n  */\n$sd-semantic-color-names: (\n  \"primary\",\n  \"secondary\",\n  \"success\",\n  \"info\",\n  \"warning\",\n  \"danger\",\n  \"light\",\n  \"muted\",\n  \"dark\",\n  \"black\",\n  \"white\"\n);\n\n/**\n  * Here we create some extra --pst-color-* variables and use\n  * them to override the value of the corresponding sphinx-design variables.\n  * This is easier than re-writing the sphinx-design rules. Even easier would be\n  * directly assigning our values to the --sd-color-* variables, but then our\n  * downstream users couldn't override *our* colors and have it affect buttons\n  * and badges.\n  *\n  * First, define the extra keys needed to cover the full range of semantic\n  * color names used in sphinx-design, then merge them with the names we\n  * already define for our own needs.\n  * see https://sphinx-design.readthedocs.io/en/latest/css_variables.html\n  */\n$extra-semantic-colors: (\n  \"white\": $foundation-white,\n  \"light\": (\n    light: $foundation-light-gray,\n    bg-light: color.scale($foundation-light-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-light-gray, $lightness: -30%),\n  ),\n  \"muted\": (\n    light: $foundation-muted-gray,\n    bg-light: color.scale($foundation-muted-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-muted-gray, $lightness: -30%),\n  ),\n  \"dark\": $foundation-dark-gray,\n  \"black\": $foundation-black,\n);\n$all-colors: map.merge($pst-semantic-colors, $extra-semantic-colors);\n\n@mixin create-sd-colors($value, $name) {\n  // define the pst variables, so that downstream user overrides will work\n  --pst-color-#{$name}: #{$value};\n\n  // we are now using a11y-combination to calculate the text color - this is based\n  // on the WCAG color contrast guidelines\n  --pst-color-#{$name}-text: #{a11y-combination($value)};\n\n  // TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --pst-color-#{$name}-highlight: #{color.adjust($value, $lightness: -15%)};\n\n  // override the sphinx-design variables\n  --sd-color-#{$name}: var(--pst-color-#{$name});\n  --sd-color-#{$name}-text: var(--pst-color-#{$name}-text);\n\n  // TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --sd-color-#{$name}-highlight: var(--pst-color-#{$name}-highlight);\n}\n\n// Now we override the --sd-color-* variables.\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    // check if this color is defined differently for light/dark\n    @each $name in $sd-semantic-color-names {\n      $definition: map.get($all-colors, $name);\n\n      @if meta.type-of($definition) == map {\n        @each $key, $value in $definition {\n          @if string.index($key, $mode) {\n            // since now we define the bg colours in the semantic colours and not\n            // by changing opacity, we need to check if the key contains bg and the\n            // correct mode (light/dark)\n            @if string.index($key, \"bg\") {\n              --sd-color-#{$name}-bg: #{$value};\n\n              // create local variable\n              $value: check-color($value);\n\n              --sd-color-#{$name}-bg-text: #{a11y-combination($value)};\n            } @else {\n              $value: check-color($value);\n\n              @include create-sd-colors($value, $name);\n            }\n          }\n        }\n      } @else {\n        $value: map.get($all-colors, $name);\n\n        @include create-sd-colors($value, $name);\n      }\n    }\n  }\n}\n\n// Make sure the color border variables are set using our variables\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    --sd-color-card-border: var(--pst-color-border);\n  }\n}\n\n/*******************************************************************************\n  * shadows\n  */\nhtml[data-theme=\"light\"] {\n  .sd-shadow-xs,\n  .sd-shadow-sm,\n  .sd-shadow-md,\n  .sd-shadow-lg {\n    @include box-shadow;\n  }\n}\n\n/*******************************************************************************\n  * cards\n  */\n\n.bd-content .sd-card {\n  border: 1px solid var(--pst-color-border);\n\n  // TODO - --pst-color-panel-background is not defined... where is this coming from?\n  .sd-card-header {\n    background-color: var(--pst-color-panel-background);\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-footer {\n    background-color: var(--pst-color-panel-background);\n    border-top: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-body {\n    background-color: var(--pst-color-panel-background);\n  }\n\n  // Focus ring for link-cards\n  .sd-stretched-link:focus-visible {\n    // Don't put the focus ring on the <a> element (it has zero height in Sphinx Design cards)\n    outline: none;\n\n    // Put the focus ring on the <a> element's ::after pseudo-element\n    &::after {\n      outline: $focus-ring-outline;\n      border-radius: 0.25rem; // copied from Sphinx Design CSS for .sd-card\n    }\n  }\n\n  &.sd-card-hover:hover {\n    border-color: var(--pst-color-link-hover);\n  }\n}\n\n/*******************************************************************************\n  * tabs\n  */\n\n.bd-content .sd-tab-set {\n  > input {\n    // Active tab label\n    &:checked + label {\n      border-style: solid solid none;\n      border-color: var(--pst-color-primary) var(--pst-color-primary)\n        transparent; // top LR bottom\n\n      border-width: 0.125rem 0.125rem 0;\n      border-radius: 0.125rem 0.125rem 0 0;\n      background-color: var(--pst-color-on-background);\n      transform: translateY(0.125rem);\n      color: var(--pst-color-primary);\n    }\n\n    &:focus-visible + label {\n      border: 0.125rem solid var(--pst-color-accent);\n      border-radius: 0.125rem;\n      background-color: var(--pst-color-accent-bg);\n      color: var(--pst-color-on-surface);\n    }\n\n    // Hover label\n    &:not(:checked, :focus-visible) + label:hover {\n      border-color: transparent;\n      color: var(--pst-color-secondary);\n      text-decoration-line: underline;\n      text-decoration-thickness: $link-hover-decoration-thickness;\n    }\n  }\n\n  // Tab label\n  > label {\n    color: var(--pst-color-on-surface);\n    border: 0.125rem solid transparent;\n    border-radius: 0.125rem 0.125rem 0 0;\n    background-color: var(--pst-color-surface);\n    padding: 0 0.75em;\n    margin-inline-end: 0.25rem;\n    line-height: 1.95;\n\n    html[data-theme=\"dark\"] & {\n      background-color: var(--pst-color-on-background);\n    }\n  }\n\n  // panel\n  .sd-tab-content {\n    border: 0.125rem solid var(--pst-color-primary);\n    border-radius: 0.1875rem;\n    box-shadow: unset;\n    padding: 0.625rem;\n    background-color: var(--pst-color-on-background);\n  }\n}\n\n/*******************************************************************************\n* Dropdowns\n*/\n\ndetails.sd-dropdown {\n  // Remove all borders to over-ride SD behavior, and we'll add our own later\n  border: 0 !important;\n\n  // Drop shadow should behave same as admonitions\n  @include box-shadow;\n\n  // Header is where the \"clickable\" box goes\n  summary.sd-card-header {\n    border: 0 !important;\n    display: flex;\n    align-items: center;\n    position: relative; // So background color works\n    font-weight: 600;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n\n    // Set a variable that we can re-use for colors later\n    // We must set this in the current and content sibling container\n    // so that it is defined in both places\n    --pst-sd-dropdown-color: var(--pst-gray-500);\n    --pst-sd-dropdown-bg-color: var(--pst-color-surface);\n\n    & + div.sd-summary-content {\n      border: 0;\n\n      --pst-sd-dropdown-color: var(--sd-color-card-border);\n    }\n\n    @each $name in $sd-semantic-color-names {\n      &.sd-bg-#{$name} {\n        --pst-sd-dropdown-color: var(--sd-color-#{$name});\n        --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n\n        // Otherwise it won't be defined in the sibling element\n        & + div.sd-summary-content {\n          --pst-sd-dropdown-color: var(--sd-color-#{$name});\n          --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        }\n      }\n      &.sd-bg-text-#{$name} {\n        // Use the WCAG conformant text color\n        color: var(--sd-color-#{$name}-bg-text) !important;\n      }\n    }\n\n    @include legacy-backdrop-placeholder;\n\n    background-color: var(--pst-sd-dropdown-bg-color) !important;\n\n    // Add a left border with the same structure as our admonitions\n    border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n\n    // stylelint-disable-next-line no-duplicate-selectors\n    & + div.sd-summary-content {\n      border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n      border-bottom-left-radius: calc(0.25rem - 1px);\n      background-color: var(--pst-color-on-background);\n    }\n\n    span.sd-summary-icon {\n      display: inline-flex;\n      align-items: center;\n      color: var(--pst-sd-dropdown-color) !important;\n\n      svg {\n        opacity: 1;\n      }\n    }\n\n    // Positioning of the caret\n    .sd-summary-up,\n    .sd-summary-down {\n      top: 0.7rem;\n    }\n\n    // Focus ring\n    &:focus-visible {\n      outline: $focus-ring-outline;\n      outline-offset: -$focus-ring-width;\n    }\n  }\n}\n\n/*******************************************************************************\n* Buttons (which in Sphinx Design are actually links that look like buttons)\n* ref: https://sphinx-design.readthedocs.io/en/pydata-theme/badges_buttons.html#buttons\n*/\nhtml {\n  .sd-btn {\n    min-width: 2.25rem;\n    padding: 0.3125rem 0.75rem 0.4375rem; // 5px 12px 7px\n\n    &:hover {\n      @include link-style-hover; // override Sphinx Design\n\n      text-decoration-thickness: 1px;\n    }\n  }\n\n  @each $name in $sd-semantic-color-names {\n    .sd-btn-#{$name},\n    .sd-btn-outline-#{$name} {\n      &:focus-visible {\n        // Override Sphinx Design's use of -highlight colors. The -highlight\n        // colors are 15% darker, so this would create the effect of darkening\n        // the button when focused but we just want the button to have a focus\n        // ring of the same (non-highlight) color.\n        background-color: var(--sd-color-#{$name}) !important;\n        border-color: var(--sd-color-#{$name}) !important;\n        outline: var(--sd-color-#{$name}) solid $focus-ring-width;\n        outline-offset: $focus-ring-width;\n      }\n    }\n  }\n}\n","/**\n * Sphinx togglebutton\n */\n\n.bd-content {\n  @mixin chevron-down {\n    .toggle-chevron-right {\n      transform: rotate(90deg); // point chevron down\n      transition: none; // match non-animated behavior of other chevrons on site\n    }\n  }\n\n  @mixin chevron-up {\n    .toggle-chevron-right {\n      transform: rotate(-90deg); // point chevron up\n      transition: none; // match non-animated behavior of other chevrons on site\n    }\n  }\n\n  // Admonition toggles\n  .admonition {\n    button.toggle-button {\n      color: inherit;\n\n      // When disclosure widget is closed\n      &.toggle-button-hidden {\n        @include chevron-down;\n      }\n\n      // When open\n      @include chevron-up;\n    }\n\n    // Focus ring\n    // ----------\n    // Sphinx-togglebutton makes the entire admonition header clickable, but\n    // only the button within the header is focusable. We want the entire\n    // clickable area to be surrounded with a focus ring, so that's why we use\n    // the :focus-within selector, rather than a :focus-visible selector on the\n    // button.\n    &:focus-within {\n      overflow: visible;\n\n      // The complicated focus ring styles here are a consequence of the markup\n      // and border styles for this particular admonition class. (For the other\n      // type of admonition on this site, the focus ring style is achieved with\n      // simple `outline` and `outline-offset` rules on the admonition's\n      // header.) The problem is that Sphinx-togglebutton puts the admonition's\n      // left border on the outermost container (rather than separately setting\n      // the left border on the container's children). This makes it complicated\n      // to get the focus ring to simultaneously cover the left border in the\n      // header and align perfectly on the right with the body.\n      .admonition-title:focus-within::before {\n        content: \"\";\n        transform: translateX(\n          -$admonition-left-border-width\n        ); // align left edges of admonition and ring\n\n        width: calc(100% + $admonition-left-border-width); // align right edges\n        height: 100%;\n        border: $focus-ring-outline;\n        border-radius: $focus-ring-width;\n      }\n\n      // When expanded, sharpen the bottom left and right corners of the focus ring\n      &:not(.toggle-hidden) .admonition-title:focus-within::before {\n        border-bottom-left-radius: 0;\n        border-bottom-right-radius: 0;\n      }\n    }\n  }\n\n  // Details buttons\n  details.toggle-details {\n    // Over-ride border color to re-use our primary color\n    summary {\n      border-left: 3px solid var(--pst-color-primary);\n\n      @include chevron-down;\n    }\n\n    // When expanded, sharpen the bottom left and right corners of the focus ring\n    &[open] {\n      @include chevron-up;\n\n      :focus-visible {\n        border-bottom-left-radius: 0;\n        border-bottom-right-radius: 0;\n      }\n    }\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries to display pre-executed notebooks.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/*******************************************************************************\n * nbsphinx\n */\nhtml div.rendered_html,\n// NBsphinx ipywidgets output selector\nhtml .jp-RenderedHTMLCommon {\n  // Add some margin around the element box for the focus ring. Otherwise the\n  // focus ring gets clipped because the containing elements have `overflow:\n  // hidden` applied to them (via the `.lm-Widget` selector)\n  margin: $focus-ring-width;\n\n  table {\n    table-layout: auto;\n  }\n}\n\n.bd-content .nboutput {\n  .output_area {\n    &.rendered_html,\n    .jp-RenderedHTMLCommon {\n      // pandas\n      table.dataframe {\n        @include table-colors;\n      }\n    }\n\n    // Dark theme special-cases\n    html[data-theme=\"dark\"] & {\n      &.rendered_html:not(:has(table.dataframe)),\n      // ipywidgets\n      .widget-subarea {\n        @include cell-output-background;\n      }\n\n      &.stderr {\n        background-color: var(--pst-color-danger);\n      }\n    }\n  }\n}\n\n// Add extra padding to the final item in an nbsphinx container\ndiv.nblast.container {\n  margin-bottom: 1rem;\n}\n\n/*******************************************************************************\n * myst NB\n */\n\ndiv.cell_output .output {\n  max-width: 100%;\n  overflow-x: auto;\n}\n\n.bd-content div.cell_output {\n  // pandas\n  table.dataframe {\n    @include table-colors;\n  }\n\n  html[data-theme=\"dark\"] & {\n    img,\n    .text_html:not(:has(table.dataframe)),\n    // ipywidgets\n    .widget-subarea {\n      @include cell-output-background;\n    }\n  }\n}\n\n// Prevent tables from scrunching together\n.bd-content {\n  div.cell_input {\n    display: flex;\n    flex-direction: column;\n    justify-content: stretch;\n  }\n\n  div.cell_input,\n  div.output {\n    border-radius: $admonition-border-radius;\n  }\n\n  div.output {\n    table {\n      table-layout: auto;\n    }\n  }\n}\n","/**\n * style for the various mapping libs based on leaflet (folium, geemap, ipyleaflet)\n * mainly ensure the good display of the maps in both themes and avoid the customization\n * of the tiles\n */\n\n/**\n * avoid border override from pydata-sphinx-theme\n * minimal selctor to get the priority\n */\nhtml[data-theme=\"dark\"] .bd-content img.leaflet-tile.leaflet-tile-loaded {\n  border-radius: 0;\n  padding: 0;\n}\n","/**\n * /search.html page special-cases\n */\n\n.bd-search-container {\n  /*******************************************\n  * Search results\n  */\n  // Whitespace\n  div#search-results {\n    > h2 {\n      font-size: var(--pst-font-size-icon);\n      margin-top: 1rem;\n    }\n\n    p.search-summary {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  ul.search {\n    margin: 0;\n    list-style: none;\n\n    li {\n      background-image: none;\n      padding: 1rem 0;\n      margin: 1rem 0;\n      border-top: 1px solid var(--pst-color-text-muted);\n\n      // First link is the page title, it should be a bit bigger\n      > a {\n        font-size: 1.2em;\n      }\n\n      div.context,\n      p.context {\n        color: var(--pst-color-text-base);\n        margin: 0.5em 0 0;\n\n        // Add a # before page section titles to make it clear they are sections\n        a::before {\n          content: \"#\";\n          padding-right: 0.2em;\n          color: var(--pst-color-text-muted);\n        }\n      }\n    }\n  }\n}\n"],"names":[],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/webpack-macros.html b/_static/webpack-macros.html
index c051fa9..72d229f 100644
--- a/_static/webpack-macros.html
+++ b/_static/webpack-macros.html
@@ -4,7 +4,7 @@
 -->
 {# Load FontAwesome icons #}
 {% macro head_pre_icons() %}
-  <link href="{{ pathto('_static/vendor/fontawesome/6.5.2/css/all.min.css', 1) }}?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="{{ pathto('_static/vendor/fontawesome/6.5.2/css/all.min.css', 1) }}?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2', 1) }}" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2', 1) }}" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2', 1) }}" />
@@ -12,20 +12,20 @@
 
 {% macro head_pre_assets() %}
   <!-- Loaded before other Sphinx assets -->
-  <link href="{{ pathto('_static/styles/theme.css', 1) }}?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="{{ pathto('_static/styles/bootstrap.css', 1) }}?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="{{ pathto('_static/styles/pydata-sphinx-theme.css', 1) }}?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="{{ pathto('_static/styles/theme.css', 1) }}?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="{{ pathto('_static/styles/bootstrap.css', 1) }}?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="{{ pathto('_static/styles/pydata-sphinx-theme.css', 1) }}?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 {% endmacro %}
 
 {% macro head_js_preload() %}
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=3ee479438cf8b5e0d341" />
-  <script src="{{ pathto('_static/vendor/fontawesome/6.5.2/js/all.min.js', 1) }}?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=dfe6caa3a7d634c4db9b" />
+  <script src="{{ pathto('_static/vendor/fontawesome/6.5.2/js/all.min.js', 1) }}?digest=dfe6caa3a7d634c4db9b"></script>
 {% endmacro %}
 
 {% macro body_post() %}
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=3ee479438cf8b5e0d341"></script>
-<script src="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=3ee479438cf8b5e0d341"></script>
+  <script src="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=dfe6caa3a7d634c4db9b"></script>
 {% endmacro %}
\ No newline at end of file
diff --git a/content/OGZAF_references.html b/content/OGZAF_references.html
index 6dae4b3..a294677 100644
--- a/content/OGZAF_references.html
+++ b/content/OGZAF_references.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
@@ -139,6 +139,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="intro/intro.html">
   
@@ -160,7 +162,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -364,10 +366,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -375,7 +377,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -409,95 +411,99 @@ <h1>References</h1>
 <h1>References<a class="headerlink" href="#references" title="Link to this heading">#</a></h1>
 <div class="docutils container" id="id1">
 <div role="list" class="citation-list">
-<div class="citation" id="id9" role="doc-biblioentry">
+<div class="citation" id="id10" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Alt86<span class="fn-bracket">]</span></span>
 <p>Joseph G Altonji. Intertemporal Substitution in Labor Supply: Evidence from Micro Data. <em>Journal of Political Economy</em>, 94(3):176–215, June 1986. URL: <a class="reference external" href="https://ideas.repec.org/a/ucp/jpolec/v94y1986i3ps176-s215.html">https://ideas.repec.org/a/ucp/jpolec/v94y1986i3ps176-s215.html</a>, <a class="reference external" href="https://doi.org/">doi:</a>.</p>
 </div>
-<div class="citation" id="id16" role="doc-biblioentry">
+<div class="citation" id="id17" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>ABMaGW99<span class="fn-bracket">]</span></span>
 <p>Orazio P. Attanasio, James Banks, Costas Meghir, and and Guglielmo Weber. Humps and Bumps in Lifetime Consumption. <em>Journal of Business &amp; Economic Statistics</em>, 17(1):22–35, January 1999. URL: <a class="reference external" href="https://ideas.repec.org/a/bes/jnlbes/v17y1999i1p22-35.html">https://ideas.repec.org/a/bes/jnlbes/v17y1999i1p22-35.html</a>, <a class="reference external" href="https://doi.org/">doi:</a>.</p>
 </div>
-<div class="citation" id="id15" role="doc-biblioentry">
+<div class="citation" id="id16" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Car09<span class="fn-bracket">]</span></span>
 <p>Christopher Carroll. Precautionary saving and the marginal propensity to consume out of permanent income. <em>Journal of Monetary Economics</em>, 56(6):780–790, 2009. URL: <a class="reference external" href="https://EconPapers.repec.org/RePEc:eee:moneco:v:56:y:2009:i:6:p:780-790">https://EconPapers.repec.org/RePEc:eee:moneco:v:56:y:2009:i:6:p:780-790</a>.</p>
 </div>
-<div class="citation" id="id24" role="doc-biblioentry">
+<div class="citation" id="id25" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>DEM+17<span class="fn-bracket">]</span></span>
 <p>Jason DeBacker, Richard W. Evans, Evan Magnusson, Kerk L. Phillips, Shanthi Ramnath, and Isaac Swift. The distributional effects of redistributional tax policy. mimeo, Open Source Macroeconomics Laboratory, January 2017.</p>
 </div>
-<div class="citation" id="id25" role="doc-biblioentry">
+<div class="citation" id="id26" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>DEP19<span class="fn-bracket">]</span></span>
 <p>Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. <em>Public Finance Review</em>, 47(2):207–275, March 2019.</p>
 </div>
-<div class="citation" id="id23" role="doc-biblioentry">
+<div class="citation" id="id24" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>DR17<span class="fn-bracket">]</span></span>
 <p>Jason DeBacker and Shanthi Ramnath. Estimating the hourly earnings processes of top earners. Technical Report, Mimeo, 2017.</p>
 </div>
-<div class="citation" id="id30" role="doc-biblioentry">
+<div class="citation" id="id31" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>EP17<span class="fn-bracket">]</span></span>
 <p>Richard W. Evans and Kerk L. Phillips. Advantages of an ellipse when modeling leisure utility. <em>Computational Economics</em>, 2017.</p>
 </div>
-<div class="citation" id="id32" role="doc-biblioentry">
+<div class="citation" id="id33" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>GS94a<span class="fn-bracket">]</span></span>
 <p>William G. Gale and John Karl Scholz. Intergenerational transfers and the accumulation of wealth. <em>Journal of Economic Perspectives</em>, 8(4):145–160, Fall 1994.</p>
 </div>
-<div class="citation" id="id33" role="doc-biblioentry">
+<div class="citation" id="id34" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>GKSW00<span class="fn-bracket">]</span></span>
 <p>Jagadeesh Gokhale, Laurence J. Kotlikoff, James Sefton, and Martin Weale. Simulating the transmission of wealth inequality via bequests. <em>Journal of Public Economics</em>, 79(1):93–128, January 2000.</p>
 </div>
-<div class="citation" id="id34" role="doc-biblioentry">
+<div class="citation" id="id35" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>GS94b<span class="fn-bracket">]</span></span>
 <p>Miguel Gouveia and Robert P. Strauss. Effective federal individual tax functions: an exploratory empirical analysis. <em>National Tax Journal</em>, 47(2):317–39, June 1994.</p>
 </div>
-<div class="citation" id="id39" role="doc-biblioentry">
+<div class="citation" id="id40" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Hur89<span class="fn-bracket">]</span></span>
 <p>Michael D. Hurd. Mortality risk and bequests. <em>Econometrica</em>, 57(4):779–813, July 1989.</p>
 </div>
-<div class="citation" id="id45" role="doc-biblioentry">
+<div class="citation" id="id46" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>KS81<span class="fn-bracket">]</span></span>
 <p>Laurence J. Kotlikoff and Lawrence H. Summers. The role of intergenerational transfers in aggregate capital accumulation. <em>Journal of Political Economy</em>, 89(4):706–732, August 1981.</p>
 </div>
-<div class="citation" id="id47" role="doc-biblioentry">
+<div class="citation" id="id48" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Lai01<span class="fn-bracket">]</span></span>
 <p>John Laitner. Secular changes in wealth inequality and inheritance. <em>Economic Journal</em>, 111(474):691–721, October 2001.</p>
 </div>
-<div class="citation" id="id56" role="doc-biblioentry">
+<div class="citation" id="id57" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Nis02<span class="fn-bracket">]</span></span>
 <p>Shinichi Nishiyama. Bequests, inter vivos transfers, and wealth distribution. <em>Review of Economic Dynamics</em>, 5(4):892–931, October 2002.</p>
 </div>
-<div class="citation" id="id58" role="doc-biblioentry">
+<div class="citation" id="id59" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Nis15<span class="fn-bracket">]</span></span>
 <p>Shinichi Nishiyama. Fiscal policy effects in a heterogeneous-agent olg economy with an aging population. <em>Journal of Economic Dynamics and Control</em>, 61:114–132, December 2015.</p>
 </div>
-<div class="citation" id="id59" role="doc-biblioentry">
+<div class="citation" id="id60" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Pet16<span class="fn-bracket">]</span></span>
 <p>William B. Peterman. Reconciling micro and macro estimates of the frisch labor supply elasticity. <em>Economic Inquiry</em>, 54(1):100–120, January 2016.</p>
 </div>
-<div class="citation" id="id60" role="doc-biblioentry">
+<div class="citation" id="id61" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>PS03<span class="fn-bracket">]</span></span>
 <p>Thomas Piketty and Emmanuel Saez. Income inequality in the united states, 1913-1998. <em>Quarterly Journal of Economics</em>, 118(1):1–39, February 2003.</p>
 </div>
-<div class="citation" id="id67" role="doc-biblioentry">
+<div class="citation" id="id68" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Suz83<span class="fn-bracket">]</span></span>
 <p>Kotaro Suzumura. Perron-frobenius theorem on non-negative square matrices: an elementary proof. <em>Hitotsubashi Journal of Economics</em>, 24:137–141, 1983.</p>
 </div>
-<div class="citation" id="id68" role="doc-biblioentry">
+<div class="citation" id="id69" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>VW88<span class="fn-bracket">]</span></span>
 <p>Steven F. Venti and David A. Wise. The cause of wealth dispersion at retirement: choice or chance? <em>American Economic Review</em>, 88(2):185–191, May 1988.</p>
 </div>
-<div class="citation" id="id71" role="doc-biblioentry">
+<div class="citation" id="id72" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>Wol15<span class="fn-bracket">]</span></span>
 <p>Edward N. Wolff. <em>Inheriting Wealth in America: Future Boom or Bust?</em> Oxford University Press, 2015.</p>
 </div>
-<div class="citation" id="id18" role="doc-biblioentry">
+<div class="citation" id="id4" role="doc-biblioentry">
+<span class="label"><span class="fn-bracket">[</span>BusinessTech24<span class="fn-bracket">]</span></span>
+<p>Business Tech. `reverse emigration' in south africa - this is how many people actually came home. <em>Business Tech</em>, April 2, 2024. URL: <a class="reference external" href="https://businesstech.co.za/news/lifestyle/764879/reverse-emigration-in-south-africa-this-is-how-many-people-actually-came-home/">https://businesstech.co.za/news/lifestyle/764879/reverse-emigration-in-south-africa-this-is-how-many-people-actually-came-home/</a>.</p>
+</div>
+<div class="citation" id="id19" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>CensusBureau15<span class="fn-bracket">]</span></span>
 <p>Census Bureau. Annual estimates of the resident population by single year of age and sex: april 1, 2010 to july 1, 2013 (both sexes). National Characteristics Vintage 2013, U.S. Census Bureau, http://www.census.gov/popest/data/national/asrh/2013/index.html, 2015.</p>
 </div>
-<div class="citation" id="id26" role="doc-biblioentry">
+<div class="citation" id="id27" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>DeNardi04<span class="fn-bracket">]</span></span>
 <p>Mariacristina De Nardi. Wealth inequality and intergenerational links. <em>Review of Economic Studies</em>, 71(3):743–768, July 2004.</p>
 </div>
-<div class="citation" id="id27" role="doc-biblioentry">
+<div class="citation" id="id28" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>DeNardiY14<span class="fn-bracket">]</span></span>
 <p>Mariacristina De Nardi and Fang Yang. Bequests and heterogeneity in retirement wealth. <em>European Economic Review</em>, 72:182–196, November 2014.</p>
 </div>
@@ -603,8 +609,8 @@ <h1>References<a class="headerlink" href="#references" title="Link to this headi
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/api/calibrate.html b/content/api/calibrate.html
index d38e8d8..6781087 100644
--- a/content/api/calibrate.html
+++ b/content/api/calibrate.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -139,6 +139,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -160,7 +162,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -364,10 +366,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -375,7 +377,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -548,8 +550,8 @@ <h2>ogzaf.calibrate<a class="headerlink" href="#ogzaf-calibrate" title="Link to
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/api/demographics.html b/content/api/demographics.html
index b570eb9..d35277d 100644
--- a/content/api/demographics.html
+++ b/content/api/demographics.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -139,6 +139,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -160,7 +162,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -364,10 +366,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -375,7 +377,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -748,8 +750,8 @@ <h2> Contents </h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/api/macro_params.html b/content/api/macro_params.html
index c53fbc2..4481d8b 100644
--- a/content/api/macro_params.html
+++ b/content/api/macro_params.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -139,6 +139,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -160,7 +162,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -364,10 +366,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -375,7 +377,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -551,8 +553,8 @@ <h2> Contents </h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/api/public_api.html b/content/api/public_api.html
index ccf707b..a75b602 100644
--- a/content/api/public_api.html
+++ b/content/api/public_api.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -139,6 +139,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -160,7 +162,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -364,10 +366,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -375,7 +377,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -520,8 +522,8 @@ <h1>API<a class="headerlink" href="#api" title="Link to this heading">#</a></h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/calibration/UBI.html b/content/calibration/UBI.html
index fa225dd..5ef2bee 100644
--- a/content/calibration/UBI.html
+++ b/content/calibration/UBI.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -141,6 +141,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -162,7 +164,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -366,10 +368,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -377,7 +379,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -423,11 +425,11 @@ <h2> Contents </h2>
   <section class="tex2jax_ignore mathjax_ignore" id="universal-basic-income-ubi">
 <span id="chap-ubi"></span><h1>Universal Basic Income (UBI)<a class="headerlink" href="#universal-basic-income-ubi" title="Link to this heading">#</a></h1>
 <p>[TODO: This section is far along but needs to be updated.]</p>
-<p>We have included the modeling of a universal basic income (UBI) policy directly in the theory and code for [<code class="docutils literal notranslate"><span class="pre">OG-Core</span></code>] on which dependency the <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> is based. UBI shows up in the household budget constraint <a class="reference internal" href="tax_functions.html#equation-eqhhbc">(17)</a>, and is described in the <a class="reference external" href="https://pslmodels.github.io/OG-Core/content/theory/households.html#budget-constraint">Budget Constraint</a> section of the Households chapter of the <code class="docutils literal notranslate"><span class="pre">OG-Core</span></code> documentation. We calculate the time series of a UBI matrix <span class="math notranslate nohighlight">\(ubi_{j,s,t}\)</span> representing the UBI transfer to every household with head of household age <span class="math notranslate nohighlight">\(s\)</span>, lifetime income group <span class="math notranslate nohighlight">\(j\)</span>, in period <span class="math notranslate nohighlight">\(t\)</span>. We calculate the time series of this matrix from five parameters and some household composition data that we impose upon the existing demographics of <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>.</p>
+<p>We have included the modeling of a universal basic income (UBI) policy directly in the theory and code for [<code class="docutils literal notranslate"><span class="pre">OG-Core</span></code>] on which dependency the <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> is based. UBI shows up in the household budget constraint <a class="reference internal" href="tax_functions.html#equation-eqhhbc">(17)</a>, and is described in the <a class="reference external" href="https://pslmodels.github.io/OG-Core/content/theory/households.html#budget-constraint">Budget Constraint</a> section of the Households chapter of the <code class="docutils literal notranslate"><span class="pre">OG-Core</span></code> documentation. We calculate the time series of a UBI matrix <span class="math notranslate nohighlight">\(ubi_{j,s,t}\)</span> representing the UBI transfer to every household with head of household age <span class="math notranslate nohighlight">\(s\)</span>, lifetime income group <span class="math notranslate nohighlight">\(j\)</span>, in period <span class="math notranslate nohighlight">\(t\)</span>. We calculate the time series of this matrix from five parameters and some household composition data that we impose upon the existing demographics of <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>.</p>
 <section id="calculating-ubi">
 <span id="secubicalc"></span><h2>Calculating UBI<a class="headerlink" href="#calculating-ubi" title="Link to this heading">#</a></h2>
-<p>We calculate the time series of UBI household transfers in model units <span class="math notranslate nohighlight">\(ubi_{j,s,t)}\)</span> and the time series of total UBI expenditures in model units <span class="math notranslate nohighlight">\(UBI_t\)</span> from five parameters described in the <a class="reference external" href="https://github.com/PSLmodels/OG-USA/blob/master/ogusa/ogusa_default_parameters.json"><code class="docutils literal notranslate"><span class="pre">ogusa_default_parameters.json</span></code></a> file (<code class="docutils literal notranslate"><span class="pre">ubi_growthadj</span></code>, <code class="docutils literal notranslate"><span class="pre">ubi_nom_017</span></code>, <code class="docutils literal notranslate"><span class="pre">ubi_nom_1864</span></code>, <code class="docutils literal notranslate"><span class="pre">ubi_nom_65p</span></code>, and <code class="docutils literal notranslate"><span class="pre">ubi_nom_max</span></code>) interfaced with the <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> demographic dynamics over lifetime income groups <span class="math notranslate nohighlight">\(j\)</span> and ages <span class="math notranslate nohighlight">\(s\)</span>, and multiplied by household composition matrices from the <code class="docutils literal notranslate"><span class="pre">Calibrate</span></code> class of the <code class="docutils literal notranslate"><span class="pre">OG-USA/ogusa/calibrate.py</span></code> module in the repository.</p>
-<p>From the <a class="reference external" href="https://github.com/PSLmodels/OG-USA">OG-USA</a> repository, we have four <span class="math notranslate nohighlight">\(S\times J\)</span> matrices <code class="docutils literal notranslate"><span class="pre">ubi_num_017_mat</span></code><span class="math notranslate nohighlight">\(_{j,s}\)</span>, <code class="docutils literal notranslate"><span class="pre">ubi_num_1864_mat</span></code><span class="math notranslate nohighlight">\(_{j,s}\)</span>, and <code class="docutils literal notranslate"><span class="pre">ubi_num_65p_mat</span></code><span class="math notranslate nohighlight">\(_{j,s}\)</span> representing the number of children under age 0-17, number of adults ages 18-64, and the number of seniors age 65 and over, respectively, by lifetime ability group <span class="math notranslate nohighlight">\(j\)</span> and age <span class="math notranslate nohighlight">\(s\)</span> of head of household. Because our demographic age data match up well with head-of-household data from other datasets, we do not have to adjust the values in these matrices.<a class="footnote-reference brackets" href="#hoh-age-dist-note" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a></p>
+<p>We calculate the time series of UBI household transfers in model units <span class="math notranslate nohighlight">\(ubi_{j,s,t)}\)</span> and the time series of total UBI expenditures in model units <span class="math notranslate nohighlight">\(UBI_t\)</span> from five parameters described in the <a class="reference external" href="https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/ogzaf_default_parameters.json"><code class="docutils literal notranslate"><span class="pre">ogzaf_default_parameters.json</span></code></a> file (<code class="docutils literal notranslate"><span class="pre">ubi_growthadj</span></code>, <code class="docutils literal notranslate"><span class="pre">ubi_nom_017</span></code>, <code class="docutils literal notranslate"><span class="pre">ubi_nom_1864</span></code>, <code class="docutils literal notranslate"><span class="pre">ubi_nom_65p</span></code>, and <code class="docutils literal notranslate"><span class="pre">ubi_nom_max</span></code>) interfaced with the <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> demographic dynamics over lifetime income groups <span class="math notranslate nohighlight">\(j\)</span> and ages <span class="math notranslate nohighlight">\(s\)</span>, and multiplied by household composition matrices from the <code class="docutils literal notranslate"><span class="pre">Calibrate</span></code> class of the <code class="docutils literal notranslate"><span class="pre">OG-ZAF/ogzaf/calibrate.py</span></code> module in the repository.</p>
+<p>From the <a class="reference external" href="https://github.com/EAPD-DRB/OG-ZAF">OG-ZAF</a> repository, we have four <span class="math notranslate nohighlight">\(S\times J\)</span> matrices <code class="docutils literal notranslate"><span class="pre">ubi_num_017_mat</span></code><span class="math notranslate nohighlight">\(_{j,s}\)</span>, <code class="docutils literal notranslate"><span class="pre">ubi_num_1864_mat</span></code><span class="math notranslate nohighlight">\(_{j,s}\)</span>, and <code class="docutils literal notranslate"><span class="pre">ubi_num_65p_mat</span></code><span class="math notranslate nohighlight">\(_{j,s}\)</span> representing the number of children under age 0-17, number of adults ages 18-64, and the number of seniors age 65 and over, respectively, by lifetime ability group <span class="math notranslate nohighlight">\(j\)</span> and age <span class="math notranslate nohighlight">\(s\)</span> of head of household. Because our demographic age data match up well with head-of-household data from other datasets, we do not have to adjust the values in these matrices.<a class="footnote-reference brackets" href="#hoh-age-dist-note" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a></p>
 <p>Now we can solve for the dollar-valued (as opposed to model-unit-valued) UBI transfer to each household in the first period <span class="math notranslate nohighlight">\(ubi^{\$}_{j,s,t=0}\)</span> in the following way. Let the parameter <code class="docutils literal notranslate"><span class="pre">ubi_nom_017</span></code> be the dollar value of the UBI transfer to each household per dependent child age 17 and under. Let the parameter <code class="docutils literal notranslate"><span class="pre">ubi_nom_1864</span></code> be the dollar value of the UBI transfer to each household per adult between the ages of 18 and 64. Let <code class="docutils literal notranslate"><span class="pre">ubi_nom_65p</span></code> be the dollar value of UBI transfer to each household per senior 65 and over. And let <code class="docutils literal notranslate"><span class="pre">ubi_nom_max</span></code> be the maximum UBI benefit per household.</p>
 <div class="math notranslate nohighlight" id="equation-equbiubi-dol-jst0">
 <span class="eqno">(29)<a class="headerlink" href="#equation-equbiubi-dol-jst0" title="Link to this equation">#</a></span>\[\begin{split}  \begin{split}
@@ -458,11 +460,11 @@ <h2> Contents </h2>
 <aside class="footnote-list brackets">
 <aside class="footnote brackets" id="hoh-age-dist-note" role="doc-footnote">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id1">1</a><span class="fn-bracket">]</span></span>
-<p>DeBacker and Evans compared the <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> age demographics <span class="math notranslate nohighlight">\(\hat{\omega}_{s,t}\)</span> with the respective age demographics in Tax Policy Center’s microsimulation model and in <a class="reference external" href="https://github.com/PSLmodels/Tax-Calculator">Tax-Calculator</a>’s microsimulation model. The latter two microsimulation models’ age demographics are based on head of household tax filer age distributions, whereas <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>’s demographics are based on the population age distribution.</p>
+<p>DeBacker and Evans compared the <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> age demographics <span class="math notranslate nohighlight">\(\hat{\omega}_{s,t}\)</span> with the respective age demographics in Tax Policy Center’s microsimulation model and in <a class="reference external" href="https://github.com/PSLmodels/Tax-Calculator">Tax-Calculator</a>’s microsimulation model. The latter two microsimulation models’ age demographics are based on head of household tax filer age distributions, whereas <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>’s demographics are based on the population age distribution.</p>
 </aside>
 <aside class="footnote brackets" id="growthadj-note" role="doc-footnote">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id2">2</a><span class="fn-bracket">]</span></span>
-<p>We impose this requirement of <code class="docutils literal notranslate"><span class="pre">ubi_growthadj</span> <span class="pre">=</span> <span class="pre">False</span></code> when <code class="docutils literal notranslate"><span class="pre">g_y_annual</span> <span class="pre">&lt;</span> <span class="pre">0</span></code> in the <a class="reference external" href="https://github.com/PSLmodels/OG-USA/blob/master/ogusa/ogusa_default_parameters.json"><code class="docutils literal notranslate"><span class="pre">ogusa_default_parameters.json</span></code></a> “validators” specification of the parameter.</p>
+<p>We impose this requirement of <code class="docutils literal notranslate"><span class="pre">ubi_growthadj</span> <span class="pre">=</span> <span class="pre">False</span></code> when <code class="docutils literal notranslate"><span class="pre">g_y_annual</span> <span class="pre">&lt;</span> <span class="pre">0</span></code> in the <a class="reference external" href="https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/ogzaf_default_parameters.json"><code class="docutils literal notranslate"><span class="pre">ogzaf_default_parameters.json</span></code></a> “validators” specification of the parameter.</p>
 </aside>
 </aside>
 </section>
@@ -584,8 +586,8 @@ <h2> Contents </h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/calibration/bequests.html b/content/calibration/bequests.html
index 119c107..7449d72 100644
--- a/content/calibration/bequests.html
+++ b/content/calibration/bequests.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -141,6 +141,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -162,7 +164,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -366,10 +368,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -377,7 +379,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -411,7 +413,7 @@ <h1>Bequest Process Calibration</h1>
 <span id="chap-beq"></span><h1>Bequest Process Calibration<a class="headerlink" href="#bequest-process-calibration" title="Link to this heading">#</a></h1>
 <p>[TODO: This chapter needs to be finished.]</p>
 <p>This chapter describes how we calibrate the distribution of total bequests <span class="math notranslate nohighlight">\(BQ_t\)</span> to each living household of age <span class="math notranslate nohighlight">\(s\)</span> and lifetime income group <span class="math notranslate nohighlight">\(j\)</span>. The matrix that governs this distribution <span class="math notranslate nohighlight">\(\zeta_{j,s}\)</span> is seen in the household budget constraint <a class="reference internal" href="tax_functions.html#equation-eqhhbc">(17)</a>.</p>
-<p>A large number of papers study the effects of different bequest motives and specifications on the distribution of wealth, though there is no consensus regarding the true bequest transmission process.  See <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id27" title="Mariacristina De Nardi and Fang Yang. Bequests and heterogeneity in retirement wealth. European Economic Review, 72:182-196, November 2014.">De Nardi and Yang, 2014</a>]</span>, <span id="id2">[<a class="reference internal" href="../OGZAF_references.html#id26" title="Mariacristina De Nardi. Wealth inequality and intergenerational links. Review of Economic Studies, 71(3):743-768, July 2004.">De Nardi, 2004</a>]</span>, <span id="id3">[<a class="reference internal" href="../OGZAF_references.html#id56" title="Shinichi Nishiyama. Bequests, inter vivos transfers, and wealth distribution. Review of Economic Dynamics, 5(4):892-931, October 2002.">Nishiyama, 2002</a>]</span>, <span id="id4">[<a class="reference internal" href="../OGZAF_references.html#id47" title="John Laitner. Secular changes in wealth inequality and inheritance. Economic Journal, 111(474):691-721, October 2001.">Laitner, 2001</a>]</span>, <span id="id5">[<a class="reference internal" href="../OGZAF_references.html#id33" title="Jagadeesh Gokhale, Laurence J. Kotlikoff, James Sefton, and Martin Weale. Simulating the transmission of wealth inequality via bequests. Journal of Public Economics, 79(1):93-128, January 2000.">Gokhale <em>et al.</em>, 2000</a>]</span>, <span id="id6">[<a class="reference internal" href="../OGZAF_references.html#id32" title="William G. Gale and John Karl Scholz. Intergenerational transfers and the accumulation of wealth. Journal of Economic Perspectives, 8(4):145-160, Fall 1994.">Gale and Scholz, 1994</a>]</span>, <span id="id7">[<a class="reference internal" href="../OGZAF_references.html#id39" title="Michael D. Hurd. Mortality risk and bequests. Econometrica, 57(4):779-813, July 1989.">Hurd, 1989</a>]</span>, <span id="id8">[<a class="reference internal" href="../OGZAF_references.html#id68" title="Steven F. Venti and David A. Wise. The cause of wealth dispersion at retirement: choice or chance? American Economic Review, 88(2):185-191, May 1988.">Venti and Wise, 1988</a>]</span>, <span id="id9">[<a class="reference internal" href="../OGZAF_references.html#id45" title="Laurence J. Kotlikoff and Lawrence H. Summers. The role of intergenerational transfers in aggregate capital accumulation. Journal of Political Economy, 89(4):706-732, August 1981.">Kotlikoff and Summers, 1981</a>]</span>, and <span id="id10">[<a class="reference internal" href="../OGZAF_references.html#id71" title="Edward N. Wolff. Inheriting Wealth in America: Future Boom or Bust? Oxford University Press, 2015.">Wolff, 2015</a>]</span>.</p>
+<p>A large number of papers study the effects of different bequest motives and specifications on the distribution of wealth, though there is no consensus regarding the true bequest transmission process.  See <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id28" title="Mariacristina De Nardi and Fang Yang. Bequests and heterogeneity in retirement wealth. European Economic Review, 72:182-196, November 2014.">De Nardi and Yang, 2014</a>]</span>, <span id="id2">[<a class="reference internal" href="../OGZAF_references.html#id27" title="Mariacristina De Nardi. Wealth inequality and intergenerational links. Review of Economic Studies, 71(3):743-768, July 2004.">De Nardi, 2004</a>]</span>, <span id="id3">[<a class="reference internal" href="../OGZAF_references.html#id57" title="Shinichi Nishiyama. Bequests, inter vivos transfers, and wealth distribution. Review of Economic Dynamics, 5(4):892-931, October 2002.">Nishiyama, 2002</a>]</span>, <span id="id4">[<a class="reference internal" href="../OGZAF_references.html#id48" title="John Laitner. Secular changes in wealth inequality and inheritance. Economic Journal, 111(474):691-721, October 2001.">Laitner, 2001</a>]</span>, <span id="id5">[<a class="reference internal" href="../OGZAF_references.html#id34" title="Jagadeesh Gokhale, Laurence J. Kotlikoff, James Sefton, and Martin Weale. Simulating the transmission of wealth inequality via bequests. Journal of Public Economics, 79(1):93-128, January 2000.">Gokhale <em>et al.</em>, 2000</a>]</span>, <span id="id6">[<a class="reference internal" href="../OGZAF_references.html#id33" title="William G. Gale and John Karl Scholz. Intergenerational transfers and the accumulation of wealth. Journal of Economic Perspectives, 8(4):145-160, Fall 1994.">Gale and Scholz, 1994</a>]</span>, <span id="id7">[<a class="reference internal" href="../OGZAF_references.html#id40" title="Michael D. Hurd. Mortality risk and bequests. Econometrica, 57(4):779-813, July 1989.">Hurd, 1989</a>]</span>, <span id="id8">[<a class="reference internal" href="../OGZAF_references.html#id69" title="Steven F. Venti and David A. Wise. The cause of wealth dispersion at retirement: choice or chance? American Economic Review, 88(2):185-191, May 1988.">Venti and Wise, 1988</a>]</span>, <span id="id9">[<a class="reference internal" href="../OGZAF_references.html#id46" title="Laurence J. Kotlikoff and Lawrence H. Summers. The role of intergenerational transfers in aggregate capital accumulation. Journal of Political Economy, 89(4):706-732, August 1981.">Kotlikoff and Summers, 1981</a>]</span>, and <span id="id10">[<a class="reference internal" href="../OGZAF_references.html#id72" title="Edward N. Wolff. Inheriting Wealth in America: Future Boom or Bust? Oxford University Press, 2015.">Wolff, 2015</a>]</span>.</p>
 </section>
 
     <script type="text/x-thebe-config">
@@ -512,8 +514,8 @@ <h1>Bequest Process Calibration</h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/calibration/demographics.html b/content/calibration/demographics.html
index 5000151..8335233 100644
--- a/content/calibration/demographics.html
+++ b/content/calibration/demographics.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -141,6 +141,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -162,7 +164,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -366,10 +368,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -377,7 +379,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -422,9 +424,9 @@ <h2> Contents </h2>
                   
   <section class="tex2jax_ignore mathjax_ignore" id="demographics">
 <span id="chap-demog"></span><h1>Demographics<a class="headerlink" href="#demographics" title="Link to this heading">#</a></h1>
-<p>We start the <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> section on modeling the household with a description of the demographics of the model. <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id58" title="Shinichi Nishiyama. Fiscal policy effects in a heterogeneous-agent olg economy with an aging population. Journal of Economic Dynamics and Control, 61:114-132, December 2015.">Nishiyama, 2015</a>]</span> and <span id="id2">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> have recently shown that demographic dynamics are likely the biggest influence on macroeconomic time series, exhibiting more influence than fiscal variables or household preference parameters.</p>
+<p>We start the <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> section on modeling the household with a description of the demographics of the model. <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id59" title="Shinichi Nishiyama. Fiscal policy effects in a heterogeneous-agent olg economy with an aging population. Journal of Economic Dynamics and Control, 61:114-132, December 2015.">Nishiyama, 2015</a>]</span> and <span id="id2">[<a class="reference internal" href="../OGZAF_references.html#id26" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> have recently shown that demographic dynamics are likely the biggest influence on macroeconomic time series, exhibiting more influence than fiscal variables or household preference parameters.</p>
 <p>In this chapter, we characterize the equations and parameters that govern the transition dynamics of the population distribution by age. In <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>, we take the approach of taking mortality rates and fertility rates from outside estimates. But we estimate our immigration rates as residuals using the mortality rates, fertility rates, and at least two consecutive periods of population distribution data. This approach makes sense if one is modeling a country in which one is not confident in the immigration rate data. If the country has good immigration data, then the immigration residual approach we describe below can be skipped.</p>
-<p>We define <span class="math notranslate nohighlight">\(\omega_{s,t}\)</span> as the number of households of age <span class="math notranslate nohighlight">\(s\)</span> alive at time <span class="math notranslate nohighlight">\(t\)</span>. A measure <span class="math notranslate nohighlight">\(\omega_{1,t}\)</span> of households is born in each period <span class="math notranslate nohighlight">\(t\)</span> and live for up to <span class="math notranslate nohighlight">\(E+S\)</span> periods, with <span class="math notranslate nohighlight">\(S\geq 4\)</span>.<a class="footnote-reference brackets" href="#calibage-note" id="id3" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a> Households are termed ``youth’’, and do not participate in market activity during ages <span class="math notranslate nohighlight">\(1\leq s\leq E\)</span>. The households enter the workforce and economy in period <span class="math notranslate nohighlight">\(E+1\)</span> and remain in the workforce until they unexpectedly die or live until age <span class="math notranslate nohighlight">\(s=E+S\)</span>. We model the population with households age <span class="math notranslate nohighlight">\(s\leq E\)</span> outside of the workforce and economy in order most closely match the empirical population dynamics.</p>
+<p>We define <span class="math notranslate nohighlight">\(\omega_{s,t}\)</span> as the number of households of age <span class="math notranslate nohighlight">\(s\)</span> alive at time <span class="math notranslate nohighlight">\(t\)</span>. A measure <span class="math notranslate nohighlight">\(\omega_{1,t}\)</span> of households is born in each period <span class="math notranslate nohighlight">\(t\)</span> and live for up to <span class="math notranslate nohighlight">\(E+S\)</span> periods, with <span class="math notranslate nohighlight">\(S\geq 4\)</span>.<a class="footnote-reference brackets" href="#calibage-note" id="id3" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a> Households are termed “youth”, and do not participate in market activity during ages <span class="math notranslate nohighlight">\(1\leq s\leq E\)</span>. The households enter the workforce and economy in period <span class="math notranslate nohighlight">\(E+1\)</span> and remain in the workforce until they unexpectedly die or live until age <span class="math notranslate nohighlight">\(s=E+S\)</span>. We model the population with households age <span class="math notranslate nohighlight">\(s\leq E\)</span> outside of the workforce and economy in order most closely match the empirical population dynamics.</p>
 <p>The population of agents of each age in each period <span class="math notranslate nohighlight">\(\omega_{s,t}\)</span> evolves according to the following function,</p>
 <div class="math notranslate nohighlight" id="equation-eqpoplawofmotion">
 <span class="eqno">(1)<a class="headerlink" href="#equation-eqpoplawofmotion" title="Link to this equation">#</a></span>\[\begin{split}    \omega_{1,t+1} &amp;= (1 - \rho_0)\sum_{s=1}^{E+S} f_s\omega_{s,t} + i_1\omega_{1,t}\quad\forall t \\
@@ -442,11 +444,111 @@ <h2> Contents </h2>
 <section id="fertility-rates">
 <span id="secdemogfert"></span><h2>Fertility rates<a class="headerlink" href="#fertility-rates" title="Link to this heading">#</a></h2>
 <p>In <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>, we assume that the fertility rates for each age cohort <span class="math notranslate nohighlight">\(f_s\)</span> are constant across time. However, this assumption is conceptually straightforward to relax. Our data for South Africa fertility rates by age come from United Nations fertility rate data for a country for some range of years (at least one year) and by age. The country_id=710 is for South Africa. These data come from the United Nations Data Portal API for UN population data (see <a class="reference external" href="https://population.un.org/dataportal/about/dataapi">https://population.un.org/dataportal/about/dataapi</a>). The UN variable code for Population by 1-year age groups and sex is “47” and that for Fertility rates by age of mother (1-year) is “68”.</p>
+<p><a class="reference internal" href="#figfertrateszaf"><span class="std std-numref">Figure 1</span></a> was created using the <a class="reference external" href="https://github.com/PSLmodels/OG-Core/blob/master/ogcore/demographics.py#L146"><code class="docutils literal notranslate"><span class="pre">ogcore.demographics.get_fert()</span></code></a> function, which downloaded the data from the United National Data Portal API and plotted it in Python.<a class="footnote-reference brackets" href="#un-data-portal" id="id5" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p>
+<div class="cell tag_hide-input tag_remove-output docutils container">
+<details class="hide above-input">
+<summary aria-label="Toggle hidden content">
+<span class="collapsed">Show code cell source</span>
+<span class="expanded">Hide code cell source</span>
+</summary>
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">ogcore.demographics</span> <span class="k">as</span> <span class="nn">demog</span>
+
+<span class="n">fert_rates</span> <span class="o">=</span> <span class="n">demog</span><span class="o">.</span><span class="n">get_fert</span><span class="p">(</span>
+    <span class="n">totpers</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span>
+    <span class="n">min_age</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+    <span class="n">max_age</span><span class="o">=</span><span class="mi">99</span><span class="p">,</span>
+    <span class="n">country_id</span><span class="o">=</span><span class="s2">&quot;710&quot;</span><span class="p">,</span>
+    <span class="n">start_year</span><span class="o">=</span><span class="mi">2023</span><span class="p">,</span>
+    <span class="n">end_year</span><span class="o">=</span><span class="mi">2023</span><span class="p">,</span>
+    <span class="n">graph</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+    <span class="n">plot_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">download_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
+    <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">101</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">squeeze</span><span class="p">(</span><span class="n">fert_rates</span><span class="p">),</span> <span class="n">linestyle</span><span class="o">=</span><span class="s2">&quot;-&quot;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+    <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span>
+    <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">101</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">squeeze</span><span class="p">(</span><span class="n">fert_rates</span><span class="p">),</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;red&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s2">&quot;o&quot;</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">4</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span>
+    <span class="n">visible</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s1">&#39;major&#39;</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="s1">&#39;both&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;0.5&#39;</span><span class="p">,</span> <span class="n">linestyle</span><span class="o">=</span><span class="s1">&#39;--&#39;</span><span class="p">,</span>
+    <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.3</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;Age ($s$)&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;Fertility rate ($f_s$)&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;fert_rates_zaf.png&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+</details>
+</div>
+<figure class="align-default" id="figfertrateszaf">
+<a class="reference internal image-reference" href="../../_images/fert_rates_zaf.png"><img alt="../../_images/fert_rates_zaf.png" src="../../_images/fert_rates_zaf.png" style="height: 400px;" /></a>
+<figcaption>
+<p><span class="caption-number">Fig. 1 </span><span class="caption-text">South Africa fertility rates by age <span class="math notranslate nohighlight">\(\left(f_s\right)\)</span> for <span class="math notranslate nohighlight">\(E+S=100\)</span>: year 2023</span><a class="headerlink" href="#figfertrateszaf" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<p>The fertility rates in the UN data are births per 1,000 women of age-<span class="math notranslate nohighlight">\(s\)</span>. We adjust the units of those rates to represent the number of births per total population of both men and women of age-<span class="math notranslate nohighlight">\(s\)</span>.</p>
 </section>
 <section id="mortality-rates">
 <span id="secdemogmort"></span><h2>Mortality rates<a class="headerlink" href="#mortality-rates" title="Link to this heading">#</a></h2>
-<p>The mortality rates in our model <span class="math notranslate nohighlight">\(\rho_s\)</span> are a one-period hazard rate and represent the probability of dying within one year, given that an household is alive at the beginning of period <span class="math notranslate nohighlight">\(s\)</span>. We assume that the mortality rates for each age cohort <span class="math notranslate nohighlight">\(\rho_s\)</span> are constant across time. These data come from the United Nations Population Data Portal API for UN population data (see <a class="reference external" href="https://population.un.org/dataportal/about/dataapi">https://population.un.org/dataportal/about/dataapi</a>). The model uses neonatal mortality rates (deaths per 1,000 live births, divided by 1,000) from World Bank World Development Indicators, available at <a class="reference external" href="https://data.worldbank.org/indicator/SH.DYN.NMRT">https://data.worldbank.org/indicator/SH.DYN.NMRT</a></p>
-<p>The mortality rates are a population-weighted average of the male and female mortality rates reported by United Nations. The maximum age in years in our model is truncated to 100-years old. In addition, we constrain the mortality rate to be 1.0 or 100 percent at the maximum age of 100.</p>
+<p>The mortality rates in our model <span class="math notranslate nohighlight">\(\rho_s\)</span> are a one-period hazard rate and represent the probability of dying within one year, given that an household is alive at the beginning of the period in which they are age-<span class="math notranslate nohighlight">\(s\)</span>. We assume that the mortality rates for each age cohort <span class="math notranslate nohighlight">\(\rho_s\)</span> are constant across time. But this assumption can be relaxed. These data come from the United Nations Population Data Portal API for UN population data (see <a class="reference external" href="https://population.un.org/dataportal/about/dataapi">https://population.un.org/dataportal/about/dataapi</a>). The model uses neonatal mortality rates (deaths per 1,000 live births, divided by 1,000) for the infant mortality rate from World Bank World Development Indicators, available at <a class="reference external" href="https://data.worldbank.org/indicator/SH.DYN.NMRT">https://data.worldbank.org/indicator/SH.DYN.NMRT</a></p>
+<p>The mortality rates are a population-weighted average of the male and female mortality rates by one-year age increments reported by United Nations. The maximum age in years in our model is truncated to 100-years old. In addition, we constrain the mortality rate to be 1.0 or 100 percent at the maximum age of 100.</p>
+<div class="cell tag_hide-input tag_remove-output docutils container">
+<details class="hide above-input">
+<summary aria-label="Toggle hidden content">
+<span class="collapsed">Show code cell source</span>
+<span class="expanded">Hide code cell source</span>
+</summary>
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">ogcore.demographics</span> <span class="k">as</span> <span class="nn">demog</span>
+
+<span class="n">mort_rates</span><span class="p">,</span> <span class="n">inf_mort_rate</span> <span class="o">=</span> <span class="n">demog</span><span class="o">.</span><span class="n">get_mort</span><span class="p">(</span>
+    <span class="n">totpers</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span>
+    <span class="n">min_age</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+    <span class="n">max_age</span><span class="o">=</span><span class="mi">99</span><span class="p">,</span>
+    <span class="n">country_id</span><span class="o">=</span><span class="s2">&quot;710&quot;</span><span class="p">,</span>
+    <span class="n">start_year</span><span class="o">=</span><span class="mi">2023</span><span class="p">,</span>
+    <span class="n">end_year</span><span class="o">=</span><span class="mi">2023</span><span class="p">,</span>
+    <span class="n">graph</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+    <span class="n">plot_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">download_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
+    <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">101</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">hstack</span><span class="p">((</span><span class="n">inf_mort_rate</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">squeeze</span><span class="p">(</span><span class="n">mort_rates</span><span class="p">))),</span>
+    <span class="n">linestyle</span><span class="o">=</span><span class="s2">&quot;-&quot;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span>
+    <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">101</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">hstack</span><span class="p">((</span><span class="n">inf_mort_rate</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">squeeze</span><span class="p">(</span><span class="n">mort_rates</span><span class="p">))),</span>
+    <span class="n">color</span><span class="o">=</span><span class="s2">&quot;red&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s2">&quot;o&quot;</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">4</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span>
+    <span class="n">visible</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s1">&#39;major&#39;</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="s1">&#39;both&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;0.5&#39;</span><span class="p">,</span> <span class="n">linestyle</span><span class="o">=</span><span class="s1">&#39;--&#39;</span><span class="p">,</span>
+    <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.3</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;Age ($s$)&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;Mortality rate ($\rho_s$)&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;mort_rates_zaf.png&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+</details>
+</div>
+<figure class="align-default" id="figmortrateszaf">
+<a class="reference internal image-reference" href="../../_images/mort_rates_zaf.png"><img alt="../../_images/mort_rates_zaf.png" src="../../_images/mort_rates_zaf.png" style="height: 400px;" /></a>
+<figcaption>
+<p><span class="caption-number">Fig. 2 </span><span class="caption-text">South Africa mortility rates by age <span class="math notranslate nohighlight">\(\left(\rho_s\right)\)</span> for <span class="math notranslate nohighlight">\(E+S=100\)</span>: year 2023</span><a class="headerlink" href="#figmortrateszaf" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
 </section>
 <section id="immigration-rates">
 <span id="secdemogimm"></span><h2>Immigration rates<a class="headerlink" href="#immigration-rates" title="Link to this heading">#</a></h2>
@@ -454,7 +556,60 @@ <h2> Contents </h2>
 <div class="math notranslate nohighlight" id="equation-eqpopimmrates">
 <span class="eqno">(6)<a class="headerlink" href="#equation-eqpopimmrates" title="Link to this equation">#</a></span>\[\begin{split}    i_1 &amp;= \frac{\omega_{1,t+1} - (1 - \rho_0)\sum_{s=1}^{E+S}f_s\omega_{s,t}}{\omega_{1,t}}\quad\forall t \\
     i_{s+1} &amp;= \frac{\omega_{s+1,t+1} - (1 - \rho_s)\omega_{s,t}}{\omega_{s+1,t}}\qquad\qquad\forall t\quad\text{and}\quad 1\leq s \leq E+S-1\end{split}\]</div>
-<p>We calculate our immigration rates for three different consecutive-year-periods of population distribution data (2010 through 2013). Our four years of population distribution by age data come from <span id="id5">[<a class="reference internal" href="../OGZAF_references.html#id18" title="Census Bureau. Annual estimates of the resident population by single year of age and sex: april 1, 2010 to july 1, 2013 (both sexes). National Characteristics Vintage 2013, U.S. Census Bureau, http://www.census.gov/popest/data/national/asrh/2013/index.html, 2015.">Census Bureau, 2015</a>]</span>. The immigration rates <span class="math notranslate nohighlight">\(i_s\)</span> that we use in our model are the the residuals described in <a class="reference internal" href="#equation-eqpopimmrates">(6)</a> averaged across the three periods. <code class="xref std std-numref docutils literal notranslate"><span class="pre">Figure</span> <span class="pre">%s</span></code> shows the estimated immigration rates for <span class="math notranslate nohighlight">\(E+S=100\)</span> and given the fertility rates from Section <a class="reference internal" href="#secdemogfert"><span class="std std-ref">Fertility rates</span></a> and the mortality rates from Section <a class="reference internal" href="#secdemogmort"><span class="std std-ref">Mortality rates</span></a>.</p>
+<div class="cell tag_hide-input tag_remove-output docutils container">
+<details class="hide above-input">
+<summary aria-label="Toggle hidden content">
+<span class="collapsed">Show code cell source</span>
+<span class="expanded">Hide code cell source</span>
+</summary>
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">ogcore.demographics</span> <span class="k">as</span> <span class="nn">demog</span>
+
+<span class="n">imm_rates</span> <span class="o">=</span> <span class="n">demog</span><span class="o">.</span><span class="n">get_imm_rates</span><span class="p">(</span>
+    <span class="n">totpers</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span>
+    <span class="n">min_age</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+    <span class="n">max_age</span><span class="o">=</span><span class="mi">99</span><span class="p">,</span>
+    <span class="n">fert_rates</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">mort_rates</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">infmort_rates</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">pop_dist</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">country_id</span><span class="o">=</span><span class="s2">&quot;710&quot;</span><span class="p">,</span>
+    <span class="n">start_year</span><span class="o">=</span><span class="mi">2023</span><span class="p">,</span>
+    <span class="n">end_year</span><span class="o">=</span><span class="mi">2023</span><span class="p">,</span>
+    <span class="n">graph</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+    <span class="n">plot_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">download_path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+<span class="p">)</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
+    <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">101</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">squeeze</span><span class="p">(</span><span class="n">imm_rates</span><span class="p">),</span> <span class="n">linestyle</span><span class="o">=</span><span class="s2">&quot;-&quot;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+    <span class="n">color</span><span class="o">=</span><span class="s2">&quot;black&quot;</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span>
+    <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">101</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">squeeze</span><span class="p">(</span><span class="n">imm_rates</span><span class="p">),</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;red&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s2">&quot;o&quot;</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">4</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span>
+    <span class="n">visible</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s1">&#39;major&#39;</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="s1">&#39;both&#39;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;0.5&#39;</span><span class="p">,</span> <span class="n">linestyle</span><span class="o">=</span><span class="s1">&#39;--&#39;</span><span class="p">,</span>
+    <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.3</span>
+<span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;Age ($s$)&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;Immigration rate ($i_s$)&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;imm_rates_zaf.png&#39;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+</details>
+</div>
+<figure class="align-default" id="figimmrateszaf">
+<a class="reference internal image-reference" href="../../_images/imm_rates_zaf.png"><img alt="../../_images/imm_rates_zaf.png" src="../../_images/imm_rates_zaf.png" style="height: 400px;" /></a>
+<figcaption>
+<p><span class="caption-number">Fig. 3 </span><span class="caption-text">South Africa immigration rates by age <span class="math notranslate nohighlight">\(\left(\rho_s\right)\)</span> for <span class="math notranslate nohighlight">\(E+S=100\)</span>: year 2023</span><a class="headerlink" href="#figimmrateszaf" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<p>We calculate our immigration rates for the consecutive-year-periods of population distribution data 2022 and 2023. The immigration rates <span class="math notranslate nohighlight">\(i_s\)</span> that we use in our model are the the residuals described in <a class="reference internal" href="#equation-eqpopimmrates">(6)</a> implied by these two consecutive periods. <a class="reference internal" href="#figimmrateszaf"><span class="std std-numref">Figure 3</span></a> shows the estimated immigration rates for <span class="math notranslate nohighlight">\(E+S=100\)</span> and given the fertility rates from Section <a class="reference internal" href="#secdemogfert"><span class="std std-ref">Fertility rates</span></a> and the mortality rates from Section <a class="reference internal" href="#secdemogmort"><span class="std std-ref">Mortality rates</span></a>. These immigration rates show large out-migration from South Africa.<a class="footnote-reference brackets" href="#out-migration" id="id6" role="doc-noteref"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></a></p>
 <p>At the end of Section <a class="reference internal" href="#secdemogpopsstp"><span class="std std-ref">Population steady-state and transition path</span></a>, we describe a small adjustment that we make to the immigration rates after a certain number of periods in order to make computation of the transition path equilibrium of the model compute more robustly.</p>
 </section>
 <section id="population-steady-state-and-transition-path">
@@ -538,32 +693,32 @@ <h2> Contents </h2>
 <p>Existence of an <span class="math notranslate nohighlight">\(m \in \mathbb{N}\)</span> such that <span class="math notranslate nohighlight">\(\left(\bf\Omega^m\right)_{ij} \neq 0 ~~ ( &gt; 0)\)</span> is one of the definitions of an irreducible (primitive) matrix. It is equivalent to saying that the directed graph associated with the matrix is strongly connected. Now the Perron-Frobenius Theorem for irreducible matrices gives us that the equilibrium vector is unique.</p>
 <p>We also know from that theorem that the eigenvalue associated with the positive real eigenvector will be real and positive. This eigenvalue, <span class="math notranslate nohighlight">\(p\)</span>, is the Perron eigenvalue and it is the steady state population growth rate of the model. By the PF Theorem for irreducible matrices, <span class="math notranslate nohighlight">\(| \lambda_i | \leq p\)</span> for all eigenvalues <span class="math notranslate nohighlight">\(\lambda_i\)</span> and there will be exactly <span class="math notranslate nohighlight">\(h\)</span> eigenvalues that are equal, where <span class="math notranslate nohighlight">\(h\)</span> is the period of the matrix. Since our matrix <span class="math notranslate nohighlight">\(\bf\Omega\)</span> is aperiodic, the steady state growth rate is the unique largest eigenvalue in magnitude. This implies that almost all initial vectors will converge to this eigenvector under iteration.</p>
 </div>
-<p>For a full treatment and proof of the Perron-Frobenius Theorem, see <span id="id6">[<a class="reference internal" href="../OGZAF_references.html#id67" title="Kotaro Suzumura. Perron-frobenius theorem on non-negative square matrices: an elementary proof. Hitotsubashi Journal of Economics, 24:137-141, 1983.">Suzumura, 1983</a>]</span>. Because the population growth process is exogenous to the model, we calibrate it to annual age data for age years <span class="math notranslate nohighlight">\(s=1\)</span> to <span class="math notranslate nohighlight">\(s=100\)</span>.</p>
-<p><a class="reference internal" href="#figorigvsfixsspop"><span class="std std-numref">Figure 1</span></a> shows the steady-state population distribution <span class="math notranslate nohighlight">\(\boldsymbol{\bar{\omega}}\)</span> and the population distribution after 120 periods <span class="math notranslate nohighlight">\(\boldsymbol{\hat{\omega}}_{120}\)</span>. Although the two distributions look very close to each other, they are not exactly the same.</p>
+<p>For a full treatment and proof of the Perron-Frobenius Theorem, see <span id="id7">[<a class="reference internal" href="../OGZAF_references.html#id68" title="Kotaro Suzumura. Perron-frobenius theorem on non-negative square matrices: an elementary proof. Hitotsubashi Journal of Economics, 24:137-141, 1983.">Suzumura, 1983</a>]</span>. Because the population growth process is exogenous to the model, we calibrate it to annual age data for age years <span class="math notranslate nohighlight">\(s=1\)</span> to <span class="math notranslate nohighlight">\(s=100\)</span>.</p>
+<p><a class="reference internal" href="#figorigvsfixsspop"><span class="std std-numref">Figure 4</span></a> shows the steady-state population distribution <span class="math notranslate nohighlight">\(\boldsymbol{\bar{\omega}}\)</span> and the population distribution after 120 periods <span class="math notranslate nohighlight">\(\boldsymbol{\hat{\omega}}_{120}\)</span>. Although the two distributions look very close to each other, they are not exactly the same.</p>
 <figure class="align-default" id="figorigvsfixsspop">
 <a class="reference internal image-reference" href="../../_images/OrigVsFixSSpop.png"><img alt="../../_images/OrigVsFixSSpop.png" src="../../_images/OrigVsFixSSpop.png" style="height: 500px;" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 1 </span><span class="caption-text">Theoretical steady-state population distribution vs. population distribution at period <span class="math notranslate nohighlight">\(t=120\)</span></span><a class="headerlink" href="#figorigvsfixsspop" title="Link to this image">#</a></p>
+<p><span class="caption-number">Fig. 4 </span><span class="caption-text">Theoretical steady-state population distribution vs. population distribution at period <span class="math notranslate nohighlight">\(t=120\)</span></span><a class="headerlink" href="#figorigvsfixsspop" title="Link to this image">#</a></p>
 </figcaption>
 </figure>
-<p>Further, we find that the maximum absolute difference between the population levels <span class="math notranslate nohighlight">\(\hat{\omega}_{s,t}\)</span> and <span class="math notranslate nohighlight">\(\hat{\omega}_{s,t+1}\)</span> was <span class="math notranslate nohighlight">\(1.3852\times 10^{-5}\)</span> after 160 periods. That is to say, that after 160 periods, given the estimated mortality, fertility, and immigration rates, the population has not achieved its steady state. For convergence in our solution method over a reasonable time horizon, we want the population to reach a stationary distribution after <span class="math notranslate nohighlight">\(T\)</span> periods. To do this, we artificially impose that the population distribution in period <span class="math notranslate nohighlight">\(t=120\)</span> is the steady-state. As can be seen from <a class="reference internal" href="#figorigvsfixsspop"><span class="std std-numref">Figure 1</span></a>, this assumption is not very restrictive. <a class="reference internal" href="#figimmratechg"><span class="std std-numref">Figure 2</span></a> shows the change in immigration rates that would make the period <span class="math notranslate nohighlight">\(t=120\)</span> population distribution equal be the steady-state. The maximum absolute difference between any two corresponding immigration rates in <a class="reference internal" href="#figimmratechg"><span class="std std-numref">Figure 2</span></a> is 0.0028.</p>
+<p>Further, we find that the maximum absolute difference between the population levels <span class="math notranslate nohighlight">\(\hat{\omega}_{s,t}\)</span> and <span class="math notranslate nohighlight">\(\hat{\omega}_{s,t+1}\)</span> was <span class="math notranslate nohighlight">\(1.3852\times 10^{-5}\)</span> after 160 periods. That is to say, that after 160 periods, given the estimated mortality, fertility, and immigration rates, the population has not achieved its steady state. For convergence in our solution method over a reasonable time horizon, we want the population to reach a stationary distribution after <span class="math notranslate nohighlight">\(T\)</span> periods. To do this, we artificially impose that the population distribution in period <span class="math notranslate nohighlight">\(t=120\)</span> is the steady-state. As can be seen from <a class="reference internal" href="#figorigvsfixsspop"><span class="std std-numref">Figure 4</span></a>, this assumption is not very restrictive. <a class="reference internal" href="#figimmratechg"><span class="std std-numref">Figure 5</span></a> shows the change in immigration rates that would make the period <span class="math notranslate nohighlight">\(t=120\)</span> population distribution equal be the steady-state. The maximum absolute difference between any two corresponding immigration rates in <a class="reference internal" href="#figimmratechg"><span class="std std-numref">Figure 5</span></a> is 0.0028.</p>
 <figure class="align-default" id="figimmratechg">
 <a class="reference internal image-reference" href="../../_images/OrigVsAdjImm.png"><img alt="../../_images/OrigVsAdjImm.png" src="../../_images/OrigVsAdjImm.png" style="height: 500px;" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 2 </span><span class="caption-text">Original immigration rates vs. adjusted immigration rates to make fixed steady-state population distribution</span><a class="headerlink" href="#figimmratechg" title="Link to this image">#</a></p>
+<p><span class="caption-number">Fig. 5 </span><span class="caption-text">Original immigration rates vs. adjusted immigration rates to make fixed steady-state population distribution</span><a class="headerlink" href="#figimmratechg" title="Link to this image">#</a></p>
 </figcaption>
 </figure>
-<p>The most recent year of population data come from <span id="id7">[<a class="reference internal" href="../OGZAF_references.html#id18" title="Census Bureau. Annual estimates of the resident population by single year of age and sex: april 1, 2010 to july 1, 2013 (both sexes). National Characteristics Vintage 2013, U.S. Census Bureau, http://www.census.gov/popest/data/national/asrh/2013/index.html, 2015.">Census Bureau, 2015</a>]</span> population estimates for both sexes for 2013. We those data and use the population transition matrix <a class="reference internal" href="#equation-eqpoplomstatmat2">(9)</a> to age it to the current model year of 2015. We then use <a class="reference internal" href="#equation-eqpoplomstatmat2">(9)</a> to generate the transition path of the population distribution over the time period of the model. <a class="reference internal" href="#figpopdistpath"><span class="std std-numref">Figure 3</span></a> shows the progression from the 2013 population data to the fixed steady-state at period <span class="math notranslate nohighlight">\(t=120\)</span>. The time path of the growth rate of the economically active population <span class="math notranslate nohighlight">\(\tilde{g}_{n,t}\)</span> is shown in <a class="reference internal" href="#figpopdistpath"><span class="std std-numref">Figure 3</span></a>.</p>
+<p>The most recent year of population data come from <span id="id8">[<a class="reference internal" href="../OGZAF_references.html#id19" title="Census Bureau. Annual estimates of the resident population by single year of age and sex: april 1, 2010 to july 1, 2013 (both sexes). National Characteristics Vintage 2013, U.S. Census Bureau, http://www.census.gov/popest/data/national/asrh/2013/index.html, 2015.">Census Bureau, 2015</a>]</span> population estimates for both sexes for 2013. We those data and use the population transition matrix <a class="reference internal" href="#equation-eqpoplomstatmat2">(9)</a> to age it to the current model year of 2015. We then use <a class="reference internal" href="#equation-eqpoplomstatmat2">(9)</a> to generate the transition path of the population distribution over the time period of the model. <a class="reference internal" href="#figpopdistpath"><span class="std std-numref">Figure 6</span></a> shows the progression from the 2013 population data to the fixed steady-state at period <span class="math notranslate nohighlight">\(t=120\)</span>. The time path of the growth rate of the economically active population <span class="math notranslate nohighlight">\(\tilde{g}_{n,t}\)</span> is shown in <a class="reference internal" href="#figpopdistpath"><span class="std std-numref">Figure 6</span></a>.</p>
 <figure class="align-default" id="figpopdistpath">
 <a class="reference internal image-reference" href="../../_images/PopDistPath.png"><img alt="../../_images/PopDistPath.png" src="../../_images/PopDistPath.png" style="height: 500px;" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 3 </span><span class="caption-text">Exogenous stationary population distribution at periods along transition path</span><a class="headerlink" href="#figpopdistpath" title="Link to this image">#</a></p>
+<p><span class="caption-number">Fig. 6 </span><span class="caption-text">Exogenous stationary population distribution at periods along transition path</span><a class="headerlink" href="#figpopdistpath" title="Link to this image">#</a></p>
 </figcaption>
 </figure>
 <figure class="align-default" id="figgrowthpath">
 <a class="reference internal image-reference" href="../../_images/GrowthPath.png"><img alt="../../_images/GrowthPath.png" src="../../_images/GrowthPath.png" style="height: 500px;" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 4 </span><span class="caption-text">Time path of the population growth rate <span class="math notranslate nohighlight">\(\tilde{g}_{n,t}\)</span></span><a class="headerlink" href="#figgrowthpath" title="Link to this image">#</a></p>
+<p><span class="caption-number">Fig. 7 </span><span class="caption-text">Time path of the population growth rate <span class="math notranslate nohighlight">\(\tilde{g}_{n,t}\)</span></span><a class="headerlink" href="#figgrowthpath" title="Link to this image">#</a></p>
 </figcaption>
 </figure>
 <hr class="footnotes docutils" />
@@ -576,6 +731,14 @@ <h2> Contents </h2>
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id4">2</a><span class="fn-bracket">]</span></span>
 <p>The parameter <span class="math notranslate nohighlight">\(\rho_s\)</span> is the probability that a household of age <span class="math notranslate nohighlight">\(s\)</span> dies before age <span class="math notranslate nohighlight">\(s+1\)</span>.</p>
 </aside>
+<aside class="footnote brackets" id="un-data-portal" role="doc-footnote">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id5">3</a><span class="fn-bracket">]</span></span>
+<p>Note that you might need a UN Data Portal API token to download the data directly from the United Nations Data Portal site. But the <a class="reference external" href="https://github.com/PSLmodels/OG-Core/blob/master/ogcore/demographics.py"><code class="docutils literal notranslate"><span class="pre">demographics.py</span></code></a> module will take the data from a pre-downloaded site if the API token is missing or fails.</p>
+</aside>
+<aside class="footnote brackets" id="out-migration" role="doc-footnote">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id6">4</a><span class="fn-bracket">]</span></span>
+<p>Out migration in South Africa is clearly a significant trend. <span id="id9">[<a class="reference internal" href="../OGZAF_references.html#id4" title="Business Tech. `reverse emigration' in south africa - this is how many people actually came home. Business Tech, April 2, 2024. URL: https://businesstech.co.za/news/lifestyle/764879/reverse-emigration-in-south-africa-this-is-how-many-people-actually-came-home/.">Business Tech, April 2, 2024</a>]</span> reports that “since 2000, around 413,000 South Africans have emigrated to other countries - and in 2022, just under 28,000 made their way back.”</p>
+</aside>
 </aside>
 </section>
 </section>
@@ -589,16 +752,16 @@ <h2> Contents </h2>
         },
         codeMirrorConfig: {
             theme: "abcdef",
-            mode: "ogzaf-dev"
+            mode: "python"
         },
         kernelOptions: {
-            name: "ogzaf-dev",
+            name: "python3",
             path: "./content/calibration"
         },
         predefinedOutput: true
     }
     </script>
-    <script>kernelName = 'ogzaf-dev'</script>
+    <script>kernelName = 'python3'</script>
 
                 </article>
               
@@ -696,8 +859,8 @@ <h2> Contents </h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/calibration/earnings.html b/content/calibration/earnings.html
index 4ff6bc1..3aba22c 100644
--- a/content/calibration/earnings.html
+++ b/content/calibration/earnings.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -141,6 +141,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -162,7 +164,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -366,10 +368,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -377,7 +379,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -426,16 +428,16 @@ <h2> Contents </h2>
 <div class="math notranslate nohighlight" id="equation-eqlaborincome">
 <span class="eqno">(11)<a class="headerlink" href="#equation-eqlaborincome" title="Link to this equation">#</a></span>\[  \text{labor income:}\quad x_{j,s,t}\equiv w_t e_{j,s}n_{j,s,t} \quad\forall j,t \quad\text{and}\quad E+1\leq s\leq E+S\]</div>
 <p>In this specification, <span class="math notranslate nohighlight">\(w_t\)</span> is an equilibrium wage representing a portion of labor income that is common to all workers. Individual quantity of labor supply is <span class="math notranslate nohighlight">\(n_{j,s,t}\)</span>, and <span class="math notranslate nohighlight">\(e_{j,s}\)</span> represents a labor productivity factor that augments or diminishes the productivity of a worker’s labor supply relative to average productivity.</p>
-<p>We calibrate deterministic ability paths such that each lifetime income group has a different life-cycle profile of earnings. The distribution of income and wealth are often focal components of macroeconomic models. These calibrations require the use of microeconomic data on household incomes, but this level of data is not readily available for South Africa from public sources or surveys. To overcome this, we start with the proposition that estimated productivity curves calibrated for the <a class="reference external" href="https://pslmodels.github.io/OG-USA/content/calibration/earnings.html">OG-USA</a> model, generated from micro-level earnings data, represent a generalized relationship between age and lifetime income <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id24" title="Jason DeBacker, Richard W. Evans, Evan Magnusson, Kerk L. Phillips, Shanthi Ramnath, and Isaac Swift. The distributional effects of redistributional tax policy. mimeo, Open Source Macroeconomics Laboratory, January 2017.">DeBacker <em>et al.</em>, 2017</a>]</span>. As such, our objective is to generate the curves for the U.S. and then adjust their generalized shapes to produce those for South Africa. In other words, our strategic approach is to apply South Africa’s national distribution of income by age to the estimated U.S. data on income by age, and then use these re-distributed data to re-estimate the earning profile curves and use them for South Africa. This is done in two ways (in this order):</p>
+<p>We calibrate deterministic ability paths such that each lifetime income group has a different life-cycle profile of earnings. The distribution of income and wealth are often focal components of macroeconomic models. These calibrations require the use of microeconomic data on household incomes, but this level of data is not readily available for South Africa from public sources or surveys. To overcome this, we start with the proposition that estimated productivity curves calibrated for the <a class="reference external" href="https://pslmodels.github.io/OG-USA/content/calibration/earnings.html">OG-USA</a> model, generated from micro-level earnings data, represent a generalized relationship between age and lifetime income <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, Evan Magnusson, Kerk L. Phillips, Shanthi Ramnath, and Isaac Swift. The distributional effects of redistributional tax policy. mimeo, Open Source Macroeconomics Laboratory, January 2017.">DeBacker <em>et al.</em>, 2017</a>]</span>. As such, our objective is to generate the curves for the U.S. and then adjust their generalized shapes to produce those for South Africa. In other words, our strategic approach is to apply South Africa’s national distribution of income by age to the estimated U.S. data on income by age, and then use these re-distributed data to re-estimate the earning profile curves and use them for South Africa. This is done in two ways (in this order):</p>
 <ol class="arabic simple">
 <li><p>Adjustment by income (<span class="math notranslate nohighlight">\(J\)</span>): adjust the gaps between the U.S. curves to match South Africa’s distribution between the <span class="math notranslate nohighlight">\(J\)</span>-income groups, using data from the World Inequality Database (WID);</p></li>
 <li><p>Adjustment by age (<span class="math notranslate nohighlight">\(S\)</span>): adjust the shape of all the U.S. curves to match South Africa’s national distribution of income per capita for each age year, using data from the National Transfer Accounts database (NTA).</p></li>
 </ol>
-<p>The data for the U.S. come from the U.S. Internal Revenue Services’s (IRS) Statistics of Income program (SOI) Continuous Work History Sample (CWHS). <span id="id2">[<a class="reference internal" href="../OGZAF_references.html#id24" title="Jason DeBacker, Richard W. Evans, Evan Magnusson, Kerk L. Phillips, Shanthi Ramnath, and Isaac Swift. The distributional effects of redistributional tax policy. mimeo, Open Source Macroeconomics Laboratory, January 2017.">DeBacker <em>et al.</em>, 2017</a>]</span> match the SOI data with Social Security Administration (SSA) data on age and Current Population Survey (CPS) data on hours in order to generate a non-top-coded measure of hourly wage. See <span id="id3">[<a class="reference internal" href="../OGZAF_references.html#id23" title="Jason DeBacker and Shanthi Ramnath. Estimating the hourly earnings processes of top earners. Technical Report, Mimeo, 2017.">DeBacker and Ramnath, 2017</a>]</span> for a detailed description of the methodology.</p>
+<p>The data for the U.S. come from the U.S. Internal Revenue Services’s (IRS) Statistics of Income program (SOI) Continuous Work History Sample (CWHS). <span id="id2">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, Evan Magnusson, Kerk L. Phillips, Shanthi Ramnath, and Isaac Swift. The distributional effects of redistributional tax policy. mimeo, Open Source Macroeconomics Laboratory, January 2017.">DeBacker <em>et al.</em>, 2017</a>]</span> match the SOI data with Social Security Administration (SSA) data on age and Current Population Survey (CPS) data on hours in order to generate a non-top-coded measure of hourly wage. See <span id="id3">[<a class="reference internal" href="../OGZAF_references.html#id24" title="Jason DeBacker and Shanthi Ramnath. Estimating the hourly earnings processes of top earners. Technical Report, Mimeo, 2017.">DeBacker and Ramnath, 2017</a>]</span> for a detailed description of the methodology.</p>
 <figure class="align-default" id="figlogabil">
 <a class="reference internal image-reference" href="../../_images/ability_log_2D_ZAF.png"><img alt="../../_images/ability_log_2D_ZAF.png" src="../../_images/ability_log_2D_ZAF.png" style="height: 350px;" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 5 </span><span class="caption-text">Exogenous life cycle income ability paths <span class="math notranslate nohighlight">\(\log(e_{j,s})\)</span> with <span class="math notranslate nohighlight">\(S=80\)</span> and <span class="math notranslate nohighlight">\(J=7\)</span></span><a class="headerlink" href="#figlogabil" title="Link to this image">#</a></p>
+<p><span class="caption-number">Fig. 8 </span><span class="caption-text">Exogenous life cycle income ability paths <span class="math notranslate nohighlight">\(\log(e_{j,s})\)</span> with <span class="math notranslate nohighlight">\(S=80\)</span> and <span class="math notranslate nohighlight">\(J=7\)</span></span><a class="headerlink" href="#figlogabil" title="Link to this image">#</a></p>
 </figcaption>
 </figure>
 <!-- +++
@@ -456,7 +458,7 @@ <h2> Contents </h2>
 Exogenous life cycle income ability paths $\log(e_{j,s})$ with $S=80$ and $J=7$
 ```
 -->
-<p><a class="reference internal" href="#figlogabil"><span class="std std-numref">Figure 5</span></a> shows a calibration for <span class="math notranslate nohighlight">\(J=7\)</span> deterministic lifetime ability paths <span class="math notranslate nohighlight">\(e_{j,s}\)</span> corresponding to labor income percentiles <span class="math notranslate nohighlight">\(\boldsymbol{\lambda}=[0.25, 0.25, 0.20, 0.10, 0.10, 0.09, 0.01]\)</span>. Because there are few individuals above age 80 in the data, <span id="id4">[<a class="reference internal" href="../OGZAF_references.html#id24" title="Jason DeBacker, Richard W. Evans, Evan Magnusson, Kerk L. Phillips, Shanthi Ramnath, and Isaac Swift. The distributional effects of redistributional tax policy. mimeo, Open Source Macroeconomics Laboratory, January 2017.">DeBacker <em>et al.</em>, 2017</a>]</span> extrapolate these estimates for model ages 80-100 using an arctan function.</p>
+<p><a class="reference internal" href="#figlogabil"><span class="std std-numref">Figure 8</span></a> shows a calibration for <span class="math notranslate nohighlight">\(J=7\)</span> deterministic lifetime ability paths <span class="math notranslate nohighlight">\(e_{j,s}\)</span> corresponding to labor income percentiles <span class="math notranslate nohighlight">\(\boldsymbol{\lambda}=[0.25, 0.25, 0.20, 0.10, 0.10, 0.09, 0.01]\)</span>. Because there are few individuals above age 80 in the data, <span id="id4">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, Evan Magnusson, Kerk L. Phillips, Shanthi Ramnath, and Isaac Swift. The distributional effects of redistributional tax policy. mimeo, Open Source Macroeconomics Laboratory, January 2017.">DeBacker <em>et al.</em>, 2017</a>]</span> extrapolate these estimates for model ages 80-100 using an arctan function.</p>
 <p>We calibrate the model such that each lifetime income group has a different life-cycle profile of earnings. Since the distribution on income and wealth are key aspects of our model, we calibrate these processes so that we can represent earners in the top 1 percent of the distribution of lifetime income.</p>
 <section id="lifetime-income">
 <span id="seclfearnlifinc"></span><h2>Lifetime Income<a class="headerlink" href="#lifetime-income" title="Link to this heading">#</a></h2>
@@ -552,7 +554,7 @@ <h2>Profiles by Lifetime Income<a class="headerlink" href="#profiles-by-lifetime
 <p>To get a life-cycle profile of effective labor units for each group, we estimate the wage profile for each lifetime income group. We do this by estimating the following regression model Equation {eq}`` separately for each lifetime income group using data on actual (not imputed) wages:</p>
 <div class="math notranslate nohighlight" id="equation-eqwage-profile">
 <span class="eqno">(15)<a class="headerlink" href="#equation-eqwage-profile" title="Link to this equation">#</a></span>\[  ln(w_{j,t}) = \alpha_{j} + \beta_{1}age_{j,t} + \beta_{2}age_{j,t}^{2} + \beta_{3}*age_{j,t}^{3} + \varepsilon_{j,t}\]</div>
-<p>Life-cycle earnings profiles are implied by the parameters estimated from equation <a class="reference internal" href="#equation-eqwage-profile">(15)</a>, and are used to plot <a class="reference internal" href="#figlogabil"><span class="std std-numref">Figure 5</span></a>. The arctan function used to extrapolate these estimates for model ages 80-100 takes the following form:</p>
+<p>Life-cycle earnings profiles are implied by the parameters estimated from equation <a class="reference internal" href="#equation-eqwage-profile">(15)</a>, and are used to plot <a class="reference internal" href="#figlogabil"><span class="std std-numref">Figure 8</span></a>. The arctan function used to extrapolate these estimates for model ages 80-100 takes the following form:</p>
 <div class="math notranslate nohighlight" id="equation-eqlfearnarctan">
 <span class="eqno">(16)<a class="headerlink" href="#equation-eqlfearnarctan" title="Link to this equation">#</a></span>\[    y = \left(\frac{-a}{\pi}\right)*arctan(bx+c)+\frac{a}{2}\]</div>
 <p>where <span class="math notranslate nohighlight">\(x\)</span> is age, and <span class="math notranslate nohighlight">\(a\)</span>, <span class="math notranslate nohighlight">\(b\)</span>, and <span class="math notranslate nohighlight">\(c\)</span> are the parameters we search over for the best fit of the function to the following three criteria: 1) the value of the function should match the value of the data at age 80, 2) the slope of the arctan should match the slope of the data at age 80, and 3) the value of the function should match the value of the data at age 100 times a constant. This constant is 0.5 for all lifetime income groups, except for the second highest ability at 0.7 (otherwise, the second highest has a lower income than the third highest ability group in the last few years).</p>
@@ -560,7 +562,7 @@ <h2>Profiles by Lifetime Income<a class="headerlink" href="#profiles-by-lifetime
 <section id="income-at-the-very-top">
 <h2>Income at the very top<a class="headerlink" href="#income-at-the-very-top" title="Link to this heading">#</a></h2>
 <p>In addition to lifecycle profiles of the seven percentile groups above, the model provides calibrations of income at the very top. This includes breaking out percentiles as fine as the top 0.01% of earners. The two alternative <span class="math notranslate nohighlight">\(\lambda\)</span> vectors are <span class="math notranslate nohighlight">\(\lambda_{j}=[0.25, 0.25, 0.2, 0.1, 0.1, 0.09, 0.005, 0.004, 0.001]\)</span> and <span class="math notranslate nohighlight">\(\lambda_{j}=[0.25, 0.25, 0.2, 0.1, 0.1, 0.09, 0.005, 0.004, 0.0009, 0.0001]\)</span>.</p>
-<p>Because we do not have U.S. panel data that allow us to observe such top percentile groups, we make the following assumptions in calibrating income at the very top. First, we assume the shape of the lifecycle profile of these top earners is the same as the top 1% overall. Second, we use 2018 estimates from the methodology of <span id="id5">[<a class="reference internal" href="../OGZAF_references.html#id60" title="Thomas Piketty and Emmanuel Saez. Income inequality in the united states, 1913-1998. Quarterly Journal of Economics, 118(1):1-39, February 2003.">Piketty and Saez, 2003</a>]</span> to provide factors to scale the earnings process we estimate for groups inside the top 1%.<a class="footnote-reference brackets" href="#ps-note" id="id6" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a></p>
+<p>Because we do not have U.S. panel data that allow us to observe such top percentile groups, we make the following assumptions in calibrating income at the very top. First, we assume the shape of the lifecycle profile of these top earners is the same as the top 1% overall. Second, we use 2018 estimates from the methodology of <span id="id5">[<a class="reference internal" href="../OGZAF_references.html#id61" title="Thomas Piketty and Emmanuel Saez. Income inequality in the united states, 1913-1998. Quarterly Journal of Economics, 118(1):1-39, February 2003.">Piketty and Saez, 2003</a>]</span> to provide factors to scale the earnings process we estimate for groups inside the top 1%.<a class="footnote-reference brackets" href="#ps-note" id="id6" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a></p>
 <div class="pst-scrollable-table-container"><table class="table" id="tab-top-incomes">
 <caption><span class="caption-number">Table 3 </span><span class="caption-text"><strong>Incomes at the very top</strong> Source: Piketty and Saez (2003) 2018 estimates.</span><a class="headerlink" href="#tab-top-incomes" title="Link to this table">#</a></caption>
 <thead>
@@ -722,8 +724,8 @@ <h2>Income at the very top<a class="headerlink" href="#income-at-the-very-top" t
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/calibration/exogenous_parameters.html b/content/calibration/exogenous_parameters.html
index 1bd62ed..e2e0cf1 100644
--- a/content/calibration/exogenous_parameters.html
+++ b/content/calibration/exogenous_parameters.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -141,6 +141,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -162,7 +164,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -366,10 +368,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -377,7 +379,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -410,7 +412,7 @@ <h1>Exogenous Parameters</h1>
   <section class="tex2jax_ignore mathjax_ignore" id="exogenous-parameters">
 <span id="chap-exog"></span><h1>Exogenous Parameters<a class="headerlink" href="#exogenous-parameters" title="Link to this heading">#</a></h1>
 <p>[TODO: This chapter needs heavy updating. Would be nice to do something similar to API chapter. But it is also nice to have references and descriptions as in the table below.]</p>
-<p>In this chapter, list the exogenous inputs to the model, options, and where the values come from (weak calibration vs. strong calibration). Point to the respective chapters for some of the inputs. Mention the code in <a class="reference external" href="https://github.com/PSLmodels/OG-USA/blob/master/ogusa/default_parameters.json"><code class="docutils literal notranslate"><span class="pre">default_parameters.json</span></code></a> and <a class="reference external" href="https://github.com/PSLmodels/OG-USA/blob/master/ogusa/parameters.py"><code class="docutils literal notranslate"><span class="pre">parameters.py</span></code></a>.</p>
+<p>In this chapter, list the exogenous inputs to the model, options, and where the values come from (weak calibration vs. strong calibration). Point to the respective chapters for some of the inputs. Mention the code in <a class="reference external" href="https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/ogzaf_default_parameters.json"><code class="docutils literal notranslate"><span class="pre">ogzaf_default_parameters.json</span></code></a> in the OG-ZAF repository and in <a class="reference external" href="https://github.com/PSLmodels/OG-Core/blob/master/ogcore/default_parameters.json"><code class="docutils literal notranslate"><span class="pre">default_parameters.json</span></code></a> and <a class="reference external" href="https://github.com/PSLmodels/OG-Core/blob/master/ogcore/parameters.py"><code class="docutils literal notranslate"><span class="pre">parameters.py</span></code></a> in the OG-Core repository.</p>
   <!-- +++
   ```{code-cell} ogzaf-dev
   :tags: [hide-cell]
@@ -574,8 +576,8 @@ <h1>Exogenous Parameters</h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/calibration/macro.html b/content/calibration/macro.html
index e902fc0..28d00f7 100644
--- a/content/calibration/macro.html
+++ b/content/calibration/macro.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -141,6 +141,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -162,7 +164,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -366,10 +368,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -377,7 +379,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -446,15 +448,15 @@ <h2> Contents </h2>
 <h2>Behavioral Assumptions<a class="headerlink" href="#behavioral-assumptions" title="Link to this heading">#</a></h2>
 <section id="elasticity-of-labor-supply">
 <h3>Elasticity of labor supply<a class="headerlink" href="#elasticity-of-labor-supply" title="Link to this heading">#</a></h3>
-<p>As discussed in the <a class="reference external" href="https://pslmodels.github.io/OG-Core/content/theory/households.html">OG-Core household theory documentation</a>, we use the elliptical disutility of labor function developed by <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id30" title="Richard W. Evans and Kerk L. Phillips. Advantages of an ellipse when modeling leisure utility. Computational Economics, 2017.">Evans and Phillips, 2017</a>]</span>.  We then fit the parameters of the elliptical utility function to match the marginal disutility from a constant Frisch elasticity function.  <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> users enter the constant Frisch elasticity as a parameter.  <span id="id2">[<a class="reference internal" href="../OGZAF_references.html#id59" title="William B. Peterman. Reconciling micro and macro estimates of the frisch labor supply elasticity. Economic Inquiry, 54(1):100-120, January 2016.">Peterman, 2016</a>]</span> finds a range of Frisch elasticities estimated from microeconomic and macroeconomic data.  These range from 0 to 4.  Peterman makes the case that in lifecycle models without an extensive margin for employment the  Frisch elasticity should be higher. For <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> we take a default value of 0.4 from <span id="id3">[<a class="reference internal" href="../OGZAF_references.html#id9" title="Joseph G Altonji. Intertemporal Substitution in Labor Supply: Evidence from Micro Data. Journal of Political Economy, 94(3):176-215, June 1986. URL: https://ideas.repec.org/a/ucp/jpolec/v94y1986i3ps176-s215.html, doi:.">Altonji, 1986</a>]</span>.</p>
+<p>As discussed in the <a class="reference external" href="https://pslmodels.github.io/OG-Core/content/theory/households.html">OG-Core household theory documentation</a>, we use the elliptical disutility of labor function developed by <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id31" title="Richard W. Evans and Kerk L. Phillips. Advantages of an ellipse when modeling leisure utility. Computational Economics, 2017.">Evans and Phillips, 2017</a>]</span>.  We then fit the parameters of the elliptical utility function to match the marginal disutility from a constant Frisch elasticity function.  <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> users enter the constant Frisch elasticity as a parameter.  <span id="id2">[<a class="reference internal" href="../OGZAF_references.html#id60" title="William B. Peterman. Reconciling micro and macro estimates of the frisch labor supply elasticity. Economic Inquiry, 54(1):100-120, January 2016.">Peterman, 2016</a>]</span> finds a range of Frisch elasticities estimated from microeconomic and macroeconomic data.  These range from 0 to 4.  Peterman makes the case that in lifecycle models without an extensive margin for employment the  Frisch elasticity should be higher. For <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> we take a default value of 0.4 from <span id="id3">[<a class="reference internal" href="../OGZAF_references.html#id10" title="Joseph G Altonji. Intertemporal Substitution in Labor Supply: Evidence from Micro Data. Journal of Political Economy, 94(3):176-215, June 1986. URL: https://ideas.repec.org/a/ucp/jpolec/v94y1986i3ps176-s215.html, doi:.">Altonji, 1986</a>]</span>.</p>
 </section>
 <section id="intertemporal-elasticity-of-substitution">
 <h3>Intertemporal elasticity of substitution<a class="headerlink" href="#intertemporal-elasticity-of-substitution" title="Link to this heading">#</a></h3>
-<p>The default value for the intertemporal elasticity of substitution, <span class="math notranslate nohighlight">\(\sigma\)</span>, is taken from <span id="id4">[<a class="reference internal" href="../OGZAF_references.html#id16" title="Orazio P. Attanasio, James Banks, Costas Meghir, and and Guglielmo Weber. Humps and Bumps in Lifetime Consumption. Journal of Business &amp; Economic Statistics, 17(1):22-35, January 1999. URL: https://ideas.repec.org/a/bes/jnlbes/v17y1999i1p22-35.html, doi:.">Attanasio <em>et al.</em>, 1999</a>]</span>.  We set <span class="math notranslate nohighlight">\(\sigma=1.5\)</span>.</p>
+<p>The default value for the intertemporal elasticity of substitution, <span class="math notranslate nohighlight">\(\sigma\)</span>, is taken from <span id="id4">[<a class="reference internal" href="../OGZAF_references.html#id17" title="Orazio P. Attanasio, James Banks, Costas Meghir, and and Guglielmo Weber. Humps and Bumps in Lifetime Consumption. Journal of Business &amp; Economic Statistics, 17(1):22-35, January 1999. URL: https://ideas.repec.org/a/bes/jnlbes/v17y1999i1p22-35.html, doi:.">Attanasio <em>et al.</em>, 1999</a>]</span>.  We set <span class="math notranslate nohighlight">\(\sigma=1.5\)</span>.</p>
 </section>
 <section id="rate-of-time-preference">
 <h3>Rate of time preference<a class="headerlink" href="#rate-of-time-preference" title="Link to this heading">#</a></h3>
-<p>We take our default value for the rate of time preference parameter, <span class="math notranslate nohighlight">\(\beta\)</span> from <span id="id5">[<a class="reference internal" href="../OGZAF_references.html#id15" title="Christopher Carroll. Precautionary saving and the marginal propensity to consume out of permanent income. Journal of Monetary Economics, 56(6):780-790, 2009. URL: https://EconPapers.repec.org/RePEc:eee:moneco:v:56:y:2009:i:6:p:780-790.">Carroll, 2009</a>]</span>.  We set the value to <span class="math notranslate nohighlight">\(\beta=0.96\)</span> (on an annual basis).</p>
+<p>We take our default value for the rate of time preference parameter, <span class="math notranslate nohighlight">\(\beta\)</span> from <span id="id5">[<a class="reference internal" href="../OGZAF_references.html#id16" title="Christopher Carroll. Precautionary saving and the marginal propensity to consume out of permanent income. Journal of Monetary Economics, 56(6):780-790, 2009. URL: https://EconPapers.repec.org/RePEc:eee:moneco:v:56:y:2009:i:6:p:780-790.">Carroll, 2009</a>]</span>.  We set the value to <span class="math notranslate nohighlight">\(\beta=0.96\)</span> (on an annual basis).</p>
 </section>
 </section>
 <section id="economic-assumptions">
@@ -643,8 +645,8 @@ <h3>Government expenditures<a class="headerlink" href="#government-expenditures"
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/calibration/matching_lwi.html b/content/calibration/matching_lwi.html
index a8a6e89..0231f34 100644
--- a/content/calibration/matching_lwi.html
+++ b/content/calibration/matching_lwi.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -139,6 +139,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -160,7 +162,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -364,10 +366,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -375,7 +377,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -508,8 +510,8 @@ <h1>Matching Labor, Wealth, and Income Moments</h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/calibration/tax_functions.html b/content/calibration/tax_functions.html
index 0617e6e..ce5e6b5 100644
--- a/content/calibration/tax_functions.html
+++ b/content/calibration/tax_functions.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -141,6 +141,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -162,7 +164,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -366,10 +368,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -377,7 +379,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -428,18 +430,18 @@ <h2> Contents </h2>
                   
   <section class="tex2jax_ignore mathjax_ignore" id="tax-functions">
 <span id="chap-taxcalc"></span><h1>Tax Functions<a class="headerlink" href="#tax-functions" title="Link to this heading">#</a></h1>
-<p>The government is not an optimizing agent in <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>. The government levies taxes on households, provides transfers to households, levies taxes on firms, spends resources on public goods, and makes rule-based adjustments to stabilize the economy in the long-run. The government can run budget deficits or surpluses in a given year and must, therefore, be able to accumulate debt or savings.</p>
-<p>The government sector influences households through two terms in the household budget constraint <a class="reference internal" href="#equation-eqhhbc">(17)</a>—government transfers <span class="math notranslate nohighlight">\(TR_{t}\)</span> and through the total tax liability function <span class="math notranslate nohighlight">\(T_{s,t}\)</span>, which can be decomposed into the effective tax rate times total income <a class="reference internal" href="#equation-eqtaxcalcliabetr2">(20)</a>. In this chapter, we detail the household tax component of government activity <span class="math notranslate nohighlight">\(T_{s,t}\)</span> in <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>, along with our method of incorporating detailed microsimulation data into a dynamic general equilibrium model.</p>
+<p>The government is not an optimizing agent in <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>. The government levies taxes on households, provides transfers to households, levies taxes on firms, spends resources on public goods, and makes rule-based adjustments to stabilize the economy in the long-run. The government can run budget deficits or surpluses in a given year and must, therefore, be able to accumulate debt or savings.</p>
+<p>The government sector influences households through two terms in the household budget constraint <a class="reference internal" href="#equation-eqhhbc">(17)</a>—government transfers <span class="math notranslate nohighlight">\(TR_{t}\)</span> and through the total tax liability function <span class="math notranslate nohighlight">\(T_{s,t}\)</span>, which can be decomposed into the effective tax rate times total income <a class="reference internal" href="#equation-eqtaxcalcliabetr2">(20)</a>. In this chapter, we detail the household tax component of government activity <span class="math notranslate nohighlight">\(T_{s,t}\)</span> in <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>, along with our method of incorporating detailed microsimulation data into a dynamic general equilibrium model.</p>
 <div class="math notranslate nohighlight" id="equation-eqhhbc">
 <span class="eqno">(17)<a class="headerlink" href="#equation-eqhhbc" title="Link to this equation">#</a></span>\[\begin{split}  c_{j,s,t} + b_{j,s+1,t+1} &amp;= (1 + r_{hh,t})b_{j,s,t} + w_t e_{j,s} n_{j,s,t} + \\
   &amp;\quad\quad\zeta_{j,s}\frac{BQ_t}{\lambda_j\omega_{s,t}} + \eta_{j,s,t}\frac{TR_{t}}{\lambda_j\omega_{s,t}} + ubi_{j,s,t} - T_{s,t}  \\
   &amp;\quad\forall j,t\quad\text{and}\quad s\geq E+1 \quad\text{where}\quad b_{j,E+1,t}=0\quad\forall j,t\end{split}\]</div>
 <p>Incorporating realistic tax and incentive detail into a general equilibrium model is notoriously difficult for two reasons. First, it is impossible in a dynamic general equilibrium model to capture all of the dimensions of heterogeneity on which the real-world tax rate depends. For example, a household’s tax liability in reality depends on filing status, number of dependents, many types of income, and some characteristics correlated with age. A good heterogeneous agent DGE model tries to capture the most important dimensions of heterogeneity, and necessarily neglects the other dimensions.</p>
 <p>The second difficulty in modeling realistic tax and incentive detail is the need for good microeconomic data on the individuals who make up the economy from which to simulate behavioral responses and corresponding tax liabilities and tax rates.</p>
-<p><code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> follows the method of <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> of generating detailed tax data on effective tax rates and marginal tax rates for a sample of tax filers along with their respective income and demographic characteristics and then using that data to estimate parametric tax functions that can be incorporated into <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>.</p>
+<p><code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> follows the method of <span id="id1">[<a class="reference internal" href="../OGZAF_references.html#id26" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> of generating detailed tax data on effective tax rates and marginal tax rates for a sample of tax filers along with their respective income and demographic characteristics and then using that data to estimate parametric tax functions that can be incorporated into <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>.</p>
 <section id="effective-and-marginal-tax-rates">
 <span id="sectaxcalcratetheory"></span><h2>Effective and Marginal Tax Rates<a class="headerlink" href="#effective-and-marginal-tax-rates" title="Link to this heading">#</a></h2>
-<p>Before going into more detail regarding how we handle these two difficulties in <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>, we need to define some functions and make some notation. For notational simplicity, we will use the variable <span class="math notranslate nohighlight">\(x\)</span> to summarize labor income, and we will use the variable <span class="math notranslate nohighlight">\(y\)</span> to summarize capital income.</p>
+<p>Before going into more detail regarding how we handle these two difficulties in <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>, we need to define some functions and make some notation. For notational simplicity, we will use the variable <span class="math notranslate nohighlight">\(x\)</span> to summarize labor income, and we will use the variable <span class="math notranslate nohighlight">\(y\)</span> to summarize capital income.</p>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalclabinc">
 <span class="eqno">(18)<a class="headerlink" href="#equation-eqtaxcalclabinc" title="Link to this equation">#</a></span>\[  x_{j,s,t} \equiv w_{t}e_{j,s}n_{j,s,t} \quad\forall j, t \quad\text{and}\quad E+1\leq s\leq E+S\]</div>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalccapinc">
@@ -448,7 +450,7 @@ <h2> Contents </h2>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalcliabetr2">
 <span class="eqno">(20)<a class="headerlink" href="#equation-eqtaxcalcliabetr2" title="Link to this equation">#</a></span>\[  T_{s,t} = \tau^{etr}_{s,t}(x_{j,s,t}, y_{j,s,t})\left(x_{j,s,t} + y_{j,s,t}\right)\]</div>
 <p>Rearranging <a class="reference internal" href="#equation-eqtaxcalcliabetr2">(20)</a> gives the definition of an effective tax rate (<span class="math notranslate nohighlight">\(ETR\)</span>) as total tax liability divided by unadjusted gross income, or rather, total tax liability as a percent of unadjusted gross income.</p>
-<p>A marginal tax rate (<span class="math notranslate nohighlight">\(MTR\)</span>) is defined as the change in total tax liability from a small change income. In <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>, we differentiate between the marginal tax rate on labor income (<span class="math notranslate nohighlight">\(MTRx\)</span>) and the marginal tax rate on capital income (<span class="math notranslate nohighlight">\(MTRy\)</span>).</p>
+<p>A marginal tax rate (<span class="math notranslate nohighlight">\(MTR\)</span>) is defined as the change in total tax liability from a small change income. In <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>, we differentiate between the marginal tax rate on labor income (<span class="math notranslate nohighlight">\(MTRx\)</span>) and the marginal tax rate on capital income (<span class="math notranslate nohighlight">\(MTRy\)</span>).</p>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalcmtrx">
 <span class="eqno">(21)<a class="headerlink" href="#equation-eqtaxcalcmtrx" title="Link to this equation">#</a></span>\[  \tau^{mtrx} \equiv \frac{\partial T_{s,t}}{\partial w_t e_{j,s}n_{j,s,t}} = \frac{\partial T_{s,t}}{\partial x_{j,s,t}} \quad\forall j,t \quad\text{and}\quad E+1\leq s\leq E+S\]</div>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalcmtry">
@@ -461,29 +463,29 @@ <h2> Contents </h2>
 </section>
 <section id="microeconomic-data">
 <span id="sectaxcalcmicro"></span><h2>Microeconomic Data<a class="headerlink" href="#microeconomic-data" title="Link to this heading">#</a></h2>
-<p>For <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>, we use an open source microsimulation model called <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> that uses microeconomic data on U.S. households from the Internal Revenue Service (IRS) Statistics of Income (SOI) Public Use File (PUF).<a class="footnote-reference brackets" href="#taxcalc-note" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>  For users that have not paid for access to the Public Use File (PUF), <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> has an option to use a CPS matched dataset that is publicly available free of charge that has the same general properties as the PUF.</p>
-<p><code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> starts with the underlying population microeconomic data, in which each observation is a filer with a population weight that renders the sample representative. It then processes the relevant income and demographic characteristics in order to calculate the tax liability of each individual, according to all the rich tax law of the United States tax code. <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> can then calculate effective tax rates for all of these individuals, thereby creating a sample of how ETR’s are related to other variables in our <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> model, such as total income <span class="math notranslate nohighlight">\(x + y\)</span>, labor income <span class="math notranslate nohighlight">\(x\)</span>, and capital income <span class="math notranslate nohighlight">\(y\)</span>. <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> can also generate marginal tax rates by adding a dollar to each filer’s income of a particular type and calculate how the filer’s tax liability changes. This is a finite difference calculation of a derivative.</p>
-<p><a class="reference internal" href="#figtaxcalcetrtotinc"><span class="std std-numref">Figure 6</span></a> shows a scatter plot of <span class="math notranslate nohighlight">\(ETR\)</span>’s for 43-year-olds in 2017 and unadjusted gross income <span class="math notranslate nohighlight">\(x + y\)</span>. It is clear that <span class="math notranslate nohighlight">\(ETR\)</span> is positively related to income. It is also clear that a significant number of filers have a negative <span class="math notranslate nohighlight">\(ETR\)</span>. We will discuss in Section <a class="reference internal" href="#sectaxcalcfuncs"><span class="std std-ref">Fitting Tax Functions</span></a> the functional form <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> uses to best capture the main characteristics of these ETR data.</p>
+<p>For <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>, we use an open source microsimulation model called <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> that uses microeconomic data on U.S. households from the Internal Revenue Service (IRS) Statistics of Income (SOI) Public Use File (PUF).<a class="footnote-reference brackets" href="#taxcalc-note" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>  For users that have not paid for access to the Public Use File (PUF), <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> has an option to use a CPS matched dataset that is publicly available free of charge that has the same general properties as the PUF.</p>
+<p><code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> starts with the underlying population microeconomic data, in which each observation is a filer with a population weight that renders the sample representative. It then processes the relevant income and demographic characteristics in order to calculate the tax liability of each individual, according to all the rich tax law of the United States tax code. <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> can then calculate effective tax rates for all of these individuals, thereby creating a sample of how ETR’s are related to other variables in our <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> model, such as total income <span class="math notranslate nohighlight">\(x + y\)</span>, labor income <span class="math notranslate nohighlight">\(x\)</span>, and capital income <span class="math notranslate nohighlight">\(y\)</span>. <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code> can also generate marginal tax rates by adding a dollar to each filer’s income of a particular type and calculate how the filer’s tax liability changes. This is a finite difference calculation of a derivative.</p>
+<p><a class="reference internal" href="#figtaxcalcetrtotinc"><span class="std std-numref">Figure 9</span></a> shows a scatter plot of <span class="math notranslate nohighlight">\(ETR\)</span>’s for 43-year-olds in 2017 and unadjusted gross income <span class="math notranslate nohighlight">\(x + y\)</span>. It is clear that <span class="math notranslate nohighlight">\(ETR\)</span> is positively related to income. It is also clear that a significant number of filers have a negative <span class="math notranslate nohighlight">\(ETR\)</span>. We will discuss in Section <a class="reference internal" href="#sectaxcalcfuncs"><span class="std std-ref">Fitting Tax Functions</span></a> the functional form <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> uses to best capture the main characteristics of these ETR data.</p>
 <figure class="align-default" id="figtaxcalcetrtotinc">
 <a class="reference internal image-reference" href="../../_images/Compare_ETR_functions.png"><img alt="../../_images/Compare_ETR_functions.png" src="../../_images/Compare_ETR_functions.png" style="height: 500px;" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 6 </span><span class="caption-text">Plot of estimated <span class="math notranslate nohighlight">\(ETR\)</span> functions: <span class="math notranslate nohighlight">\(t=2017\)</span> and <span class="math notranslate nohighlight">\(s=43\)</span> under current law</span><a class="headerlink" href="#figtaxcalcetrtotinc" title="Link to this image">#</a></p>
+<p><span class="caption-number">Fig. 9 </span><span class="caption-text">Plot of estimated <span class="math notranslate nohighlight">\(ETR\)</span> functions: <span class="math notranslate nohighlight">\(t=2017\)</span> and <span class="math notranslate nohighlight">\(s=43\)</span> under current law</span><a class="headerlink" href="#figtaxcalcetrtotinc" title="Link to this image">#</a></p>
 </figcaption>
 </figure>
-<p><a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 7</span></a> shows 3D scatter plots of <span class="math notranslate nohighlight">\(ETR\)</span>, <span class="math notranslate nohighlight">\(MTRx\)</span>, and <span class="math notranslate nohighlight">\(MTRy\)</span> (and a histogram of the data) with the labor income and capital income, separately, of each age-42 filer in 2017, generated by <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code>. This figure presents the main visual evidence for the functional form we use to fit tax functions to these data in Section <a class="reference internal" href="#sectaxcalcfuncs"><span class="std std-ref">Fitting Tax Functions</span></a>. <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 7</span></a> presents strong evidence that the tax rate—<span class="math notranslate nohighlight">\(ETR\)</span>, <span class="math notranslate nohighlight">\(MTRx\)</span>, and <span class="math notranslate nohighlight">\(MTRy\)</span>—is most accurately modeled as a function of labor income and capital income, separately: <span class="math notranslate nohighlight">\(\tau(x,y)\)</span>.</p>
+<p><a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 10</span></a> shows 3D scatter plots of <span class="math notranslate nohighlight">\(ETR\)</span>, <span class="math notranslate nohighlight">\(MTRx\)</span>, and <span class="math notranslate nohighlight">\(MTRy\)</span> (and a histogram of the data) with the labor income and capital income, separately, of each age-42 filer in 2017, generated by <code class="docutils literal notranslate"><span class="pre">Tax-Calculator</span></code>. This figure presents the main visual evidence for the functional form we use to fit tax functions to these data in Section <a class="reference internal" href="#sectaxcalcfuncs"><span class="std std-ref">Fitting Tax Functions</span></a>. <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 10</span></a> presents strong evidence that the tax rate—<span class="math notranslate nohighlight">\(ETR\)</span>, <span class="math notranslate nohighlight">\(MTRx\)</span>, and <span class="math notranslate nohighlight">\(MTRy\)</span>—is most accurately modeled as a function of labor income and capital income, separately: <span class="math notranslate nohighlight">\(\tau(x,y)\)</span>.</p>
 <figure class="align-default" id="figtaxcalc3dtaxrates">
 <a class="reference internal image-reference" href="../../_images/Age42_2017_scatters.png"><img alt="../../_images/Age42_2017_scatters.png" src="../../_images/Age42_2017_scatters.png" style="height: 500px;" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 7 </span><span class="caption-text">Scatter plot of ETR, MTRx, MTRy, and histogram as functions of labor income and capital income from microsimulation model: <span class="math notranslate nohighlight">\(t=2017\)</span> and <span class="math notranslate nohighlight">\(s=42\)</span> under current law. Note: Axes in the histogram in the lower-right panel have been switched relative to the other three figures in order to see the distribution more clearly.</span><a class="headerlink" href="#figtaxcalc3dtaxrates" title="Link to this image">#</a></p>
+<p><span class="caption-number">Fig. 10 </span><span class="caption-text">Scatter plot of ETR, MTRx, MTRy, and histogram as functions of labor income and capital income from microsimulation model: <span class="math notranslate nohighlight">\(t=2017\)</span> and <span class="math notranslate nohighlight">\(s=42\)</span> under current law. Note: Axes in the histogram in the lower-right panel have been switched relative to the other three figures in order to see the distribution more clearly.</span><a class="headerlink" href="#figtaxcalc3dtaxrates" title="Link to this image">#</a></p>
 </figcaption>
 </figure>
 </section>
 <section id="fitting-tax-functions">
 <span id="sectaxcalcfuncs"></span><h2>Fitting Tax Functions<a class="headerlink" href="#fitting-tax-functions" title="Link to this heading">#</a></h2>
-<p>In looking at the 2D scatter plot on effective tax rates as a function of total income in <a class="reference internal" href="#figtaxcalcetrtotinc"><span class="std std-numref">Figure 6</span></a> and the 3D scatter plots of <span class="math notranslate nohighlight">\(ETR\)</span>, <span class="math notranslate nohighlight">\(MTRx\)</span>, and <span class="math notranslate nohighlight">\(MTRy\)</span> in <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 7</span></a>, it is clear that all of these rates exhibit negative exponential or logistic shape. This empirical regularity allows us to make an important and nonrestrictive assumption. We can fit parametric tax rate functions to these data that are constrained to be monotonically increasing in labor income and capital income. This assumption of monotonicity is computationally important as it preserves a convex budget set for each household, which is important for being able to solve many household lifetime problems over a large number of periods.</p>
+<p>In looking at the 2D scatter plot on effective tax rates as a function of total income in <a class="reference internal" href="#figtaxcalcetrtotinc"><span class="std std-numref">Figure 9</span></a> and the 3D scatter plots of <span class="math notranslate nohighlight">\(ETR\)</span>, <span class="math notranslate nohighlight">\(MTRx\)</span>, and <span class="math notranslate nohighlight">\(MTRy\)</span> in <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 10</span></a>, it is clear that all of these rates exhibit negative exponential or logistic shape. This empirical regularity allows us to make an important and nonrestrictive assumption. We can fit parametric tax rate functions to these data that are constrained to be monotonically increasing in labor income and capital income. This assumption of monotonicity is computationally important as it preserves a convex budget set for each household, which is important for being able to solve many household lifetime problems over a large number of periods.</p>
 <section id="default-tax-functional-form">
 <span id="sectaxcalcfuncs-dep"></span><h3>Default Tax Functional Form<a class="headerlink" href="#default-tax-functional-form" title="Link to this heading">#</a></h3>
-<p>For the default option, <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> follows the approach of <span id="id3">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> in using the following functional form to estimate tax functions for each age <span class="math notranslate nohighlight">\(s=E+1, E+2, ... E+S\)</span> in each time period <span class="math notranslate nohighlight">\(t\)</span>. This option can be manually selected by setting the parameter <code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;DEP&quot;</span></code>. Alternative specifications are outlined in Section <a class="reference internal" href="#sectaxcalcfuncs-alt"><span class="std std-ref">Alternative Functional Forms</span></a> below. Equation <a class="reference internal" href="#equation-eqtaxcalctaxfuncform">(25)</a> is written as a generic tax rate, but we use this same functional form for <span class="math notranslate nohighlight">\(ETR\)</span>’s, <span class="math notranslate nohighlight">\(MTRx\)</span>’s, and <span class="math notranslate nohighlight">\(MTRy\)</span>’s.</p>
+<p>For the default option, <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> follows the approach of <span id="id3">[<a class="reference internal" href="../OGZAF_references.html#id26" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> in using the following functional form to estimate tax functions for each age <span class="math notranslate nohighlight">\(s=E+1, E+2, ... E+S\)</span> in each time period <span class="math notranslate nohighlight">\(t\)</span>. This option can be manually selected by setting the parameter <code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;DEP&quot;</span></code>. Alternative specifications are outlined in Section <a class="reference internal" href="#sectaxcalcfuncs-alt"><span class="std std-ref">Alternative Functional Forms</span></a> below. Equation <a class="reference internal" href="#equation-eqtaxcalctaxfuncform">(25)</a> is written as a generic tax rate, but we use this same functional form for <span class="math notranslate nohighlight">\(ETR\)</span>’s, <span class="math notranslate nohighlight">\(MTRx\)</span>’s, and <span class="math notranslate nohighlight">\(MTRy\)</span>’s.</p>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalctaxfuncform">
 <span class="eqno">(25)<a class="headerlink" href="#equation-eqtaxcalctaxfuncform" title="Link to this equation">#</a></span>\[\begin{split}  \tau(x,y) = &amp;\Bigl[\tau(x) + shift_x\Bigr]^\phi\Bigl[\tau(y) + shift_y\Bigr]^{1-\phi} + shift \\
   &amp;\text{where}\quad \tau(x) \equiv (max_x - min_x)\left(\frac{Ax^2 + Bx}{Ax^2 + Bx + 1}\right) + min_x \\
@@ -494,7 +496,7 @@ <h2> Contents </h2>
 <p>By assuming each tax function takes the same form, we are breaking the analytical link between the the effective tax rate function and the marginal rate functions.  In particular, one could assume an effective tax rate function and then use the analytical derivative of that to find the marginal tax rate function.  However, we’ve found it useful to separately estimate the marginal and average rate functions.  One reason is that we want the tax functions to be able to capture policy changes that have differential effects on marginal and average rates.  For example, a change in the standard deduction for tax payers would have a direct effect on their average tax rates.  But it will have secondary effect on marginal rates as well, as some filers will find themselves in different tax brackets after the policy change. These are smaller and second order effects. When tax functions are are fit to the new policy, in this case a lower standard deduction, we want them to be able to represent this differential impact on the marginal and average tax rates. The second reason is related to the first. As the additional flexibility allows us to model specific aspects of tax policy more closely, it also allows us to better fit the parameterized tax functions to the data.</p>
 <p>The key building blocks of the functional form Equation <a class="reference internal" href="#equation-eqtaxcalctaxfuncform">(25)</a> are the <span class="math notranslate nohighlight">\(\tau(x)\)</span> and <span class="math notranslate nohighlight">\(\tau(y)\)</span> univariate functions. The ratio of polynomials in the <span class="math notranslate nohighlight">\(\tau(x)\)</span> function <span class="math notranslate nohighlight">\(\frac{Ax^2 + Bx}{Ax^2 + Bx + 1}\)</span> with positive coefficients <span class="math notranslate nohighlight">\(A,B&gt;0\)</span> and positive support for labor income <span class="math notranslate nohighlight">\(x&gt;0\)</span> creates a negative-exponential-shaped function that is bounded between 0 and 1, and the curvature is governed by the ratio of quadratic polynomials. The multiplicative scalar term <span class="math notranslate nohighlight">\((max_x-min_x)\)</span> on the ratio of polynomials and the addition of <span class="math notranslate nohighlight">\(min_x\)</span> at the end of <span class="math notranslate nohighlight">\(\tau(x)\)</span> expands the range of the univariate negative-exponential-shaped function to <span class="math notranslate nohighlight">\(\tau(x)\in[min_x, max_x]\)</span>. The <span class="math notranslate nohighlight">\(\tau(y)\)</span> function is an analogous univariate negative-exponential-shaped function in capital income <span class="math notranslate nohighlight">\(y\)</span>, such that <span class="math notranslate nohighlight">\(\tau(y)\in[min_y,max_y]\)</span>.</p>
 <p>The respective <span class="math notranslate nohighlight">\(shift_x\)</span> and <span class="math notranslate nohighlight">\(shift_y\)</span> parameters in Equation <a class="reference internal" href="#equation-eqtaxcalctaxfuncform">(25)</a> are analogous to the additive constants in a Stone-Geary utility function. These constants ensure that the two sums <span class="math notranslate nohighlight">\(\tau(x) + shift_x\)</span> and <span class="math notranslate nohighlight">\(\tau(y) + shift_y\)</span> are both strictly positive. They allow for negative tax rates in the <span class="math notranslate nohighlight">\(\tau(\cdot)\)</span> functions despite the requirement that the arguments inside the brackets be strictly positive. The general <span class="math notranslate nohighlight">\(shift\)</span> parameter outside of the Cobb-Douglas brackets can then shift the tax rate function so that it can accommodate negative tax rates. The Cobb-Douglas share parameter <span class="math notranslate nohighlight">\(\phi\in[0,1]\)</span> controls the shape of the function between the two univariate functions <span class="math notranslate nohighlight">\(\tau(x)\)</span> and <span class="math notranslate nohighlight">\(\tau(y)\)</span>.</p>
-<p>This functional form for tax rates delivers flexible parametric functions that can fit the tax rate data shown in <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 7</span></a> as well as a wide variety of policy reforms. Further, these functional forms are monotonically increasing in both labor income <span class="math notranslate nohighlight">\(x\)</span> and capital income <span class="math notranslate nohighlight">\(y\)</span>. This characteristic of monotonicity in <span class="math notranslate nohighlight">\(x\)</span> and <span class="math notranslate nohighlight">\(y\)</span> is essential for guaranteeing convex budget sets and thus uniqueness of solutions to the household Euler equations. The assumption of monotonicity does not appear to be a strong one when viewing the the tax rate data shown in <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 7</span></a>. While it does limit the potential tax systems to which one could apply our methodology, tax policies that do not satisfy this assumption would result in non-convex budget sets and thus require non-standard DGE model solutions methods and would not guarantee a unique equilibrium. The 12 parameters of our tax rate functional form from <a class="reference internal" href="#equation-eqtaxcalctaxfuncform">(25)</a> are summarized in <a class="reference internal" href="#tabtaxcalctfuncparams"><span class="std std-numref">Table 4</span></a>.</p>
+<p>This functional form for tax rates delivers flexible parametric functions that can fit the tax rate data shown in <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 10</span></a> as well as a wide variety of policy reforms. Further, these functional forms are monotonically increasing in both labor income <span class="math notranslate nohighlight">\(x\)</span> and capital income <span class="math notranslate nohighlight">\(y\)</span>. This characteristic of monotonicity in <span class="math notranslate nohighlight">\(x\)</span> and <span class="math notranslate nohighlight">\(y\)</span> is essential for guaranteeing convex budget sets and thus uniqueness of solutions to the household Euler equations. The assumption of monotonicity does not appear to be a strong one when viewing the the tax rate data shown in <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 10</span></a>. While it does limit the potential tax systems to which one could apply our methodology, tax policies that do not satisfy this assumption would result in non-convex budget sets and thus require non-standard DGE model solutions methods and would not guarantee a unique equilibrium. The 12 parameters of our tax rate functional form from <a class="reference internal" href="#equation-eqtaxcalctaxfuncform">(25)</a> are summarized in <a class="reference internal" href="#tabtaxcalctfuncparams"><span class="std std-numref">Table 4</span></a>.</p>
 <div class="pst-scrollable-table-container"><table class="table" id="tabtaxcalctfuncparams">
 <caption><span class="caption-number">Table 4 </span><span class="caption-text"><strong>Description of tax rate function <span class="math notranslate nohighlight">\(\tau(x,y)\)</span> parameters.</strong></span><a class="headerlink" href="#tabtaxcalctfuncparams" title="Link to this table">#</a></caption>
 <thead>
@@ -545,7 +547,7 @@ <h2> Contents </h2>
 <figure class="align-default" id="figtaxcalc3dvspred">
 <a class="reference internal image-reference" href="../../_images/Age42_2017_vsPred.png"><img alt="../../_images/Age42_2017_vsPred.png" src="../../_images/Age42_2017_vsPred.png" style="height: 500px;" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 8 </span><span class="caption-text">Estimated tax rate functions of ETR, MTRx, MTRy, and histogram as functions of labor income and capital income from microsimulation model: <span class="math notranslate nohighlight">\(t=2017\)</span> and <span class="math notranslate nohighlight">\(s=42\)</span> under current law. Note: Axes in the histogram in the lower-right panel have been switched relative to the other three figures in order to see the distribution.</span><a class="headerlink" href="#figtaxcalc3dvspred" title="Link to this image">#</a></p>
+<p><span class="caption-number">Fig. 11 </span><span class="caption-text">Estimated tax rate functions of ETR, MTRx, MTRy, and histogram as functions of labor income and capital income from microsimulation model: <span class="math notranslate nohighlight">\(t=2017\)</span> and <span class="math notranslate nohighlight">\(s=42\)</span> under current law. Note: Axes in the histogram in the lower-right panel have been switched relative to the other three figures in order to see the distribution.</span><a class="headerlink" href="#figtaxcalc3dvspred" title="Link to this image">#</a></p>
 </figcaption>
 </figure>
 <div class="pst-scrollable-table-container"><table class="table" id="tabtaxcalcest42">
@@ -636,29 +638,29 @@ <h2> Contents </h2>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalcthetawssq">
 <span class="eqno">(26)<a class="headerlink" href="#equation-eqtaxcalcthetawssq" title="Link to this equation">#</a></span>\[\begin{split}    \boldsymbol{\hat{\theta}}_{s,t} = \tilde{\boldsymbol{\theta}}_{s,t}:\quad &amp;\min_{\tilde{\boldsymbol{\theta}}_{s,t}}\sum_{i=1}^{N} \Bigl[\tau_{i}-\tau_{s,t}\bigl(x_i,y_i|\tilde{\boldsymbol{\theta}}_{s,t},\bar{\boldsymbol{\theta}}_{s,t}\bigr)\Bigr]^{2} w_i, \\
     &amp;\qquad\text{subject to}\quad A, B, C, D &gt; 0 \quad\text{and}\quad \phi\in[0,1]\end{split}\]</div>
-<p>where <span class="math notranslate nohighlight">\(\tau_{i}\)</span> is the tax rate for observation <span class="math notranslate nohighlight">\(i\)</span> from the microsimulation output, <span class="math notranslate nohighlight">\(\tau_{s,t}(x_i,y_i|\tilde{\boldsymbol{\theta}}_{s,t},\bar{\boldsymbol{\theta}}_{s,t})\)</span> is the predicted tax rate for filing-unit <span class="math notranslate nohighlight">\(i\)</span> with <span class="math notranslate nohighlight">\(x_{i}\)</span> labor income and <span class="math notranslate nohighlight">\(y_{i}\)</span> capital income given parameters <span class="math notranslate nohighlight">\(\boldsymbol{\theta}_{s,t}\)</span>, and <span class="math notranslate nohighlight">\(w_{i}\)</span> is the CPS sampling weight of this observation. The number <span class="math notranslate nohighlight">\(N\)</span> is the total number of observations from the microsimulation output for age <span class="math notranslate nohighlight">\(s\)</span> and year <span class="math notranslate nohighlight">\(t\)</span>. <a class="reference internal" href="#figtaxcalc3dvspred"><span class="std std-numref">Figure 8</span></a> shows the typical fit of an estimated tax function <span class="math notranslate nohighlight">\(\tau_{s,t}\bigl(x,y|\hat{\boldsymbol{\theta}}_{s,t}\bigr)\)</span> to the data. The data in <a class="reference internal" href="#figtaxcalc3dvspred"><span class="std std-numref">Figure 8</span></a> are the same age <span class="math notranslate nohighlight">\(s=42\)</span> and year <span class="math notranslate nohighlight">\(t=2017\)</span> as the data <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 7</span></a>.</p>
+<p>where <span class="math notranslate nohighlight">\(\tau_{i}\)</span> is the tax rate for observation <span class="math notranslate nohighlight">\(i\)</span> from the microsimulation output, <span class="math notranslate nohighlight">\(\tau_{s,t}(x_i,y_i|\tilde{\boldsymbol{\theta}}_{s,t},\bar{\boldsymbol{\theta}}_{s,t})\)</span> is the predicted tax rate for filing-unit <span class="math notranslate nohighlight">\(i\)</span> with <span class="math notranslate nohighlight">\(x_{i}\)</span> labor income and <span class="math notranslate nohighlight">\(y_{i}\)</span> capital income given parameters <span class="math notranslate nohighlight">\(\boldsymbol{\theta}_{s,t}\)</span>, and <span class="math notranslate nohighlight">\(w_{i}\)</span> is the CPS sampling weight of this observation. The number <span class="math notranslate nohighlight">\(N\)</span> is the total number of observations from the microsimulation output for age <span class="math notranslate nohighlight">\(s\)</span> and year <span class="math notranslate nohighlight">\(t\)</span>. <a class="reference internal" href="#figtaxcalc3dvspred"><span class="std std-numref">Figure 11</span></a> shows the typical fit of an estimated tax function <span class="math notranslate nohighlight">\(\tau_{s,t}\bigl(x,y|\hat{\boldsymbol{\theta}}_{s,t}\bigr)\)</span> to the data. The data in <a class="reference internal" href="#figtaxcalc3dvspred"><span class="std std-numref">Figure 11</span></a> are the same age <span class="math notranslate nohighlight">\(s=42\)</span> and year <span class="math notranslate nohighlight">\(t=2017\)</span> as the data <a class="reference internal" href="#figtaxcalc3dtaxrates"><span class="std std-numref">Figure 10</span></a>.</p>
 <p>The underlying data can limit the number of tax functions that can be estimated. For example, we use the age of the primary filer from the PUF-CPS match to be equivalent to the age of the DGE model household. The DGE model we use allows for individuals up to age 100, however the data contain few primary filers with age above age 80. Because we cannot reliably estimate tax functions for <span class="math notranslate nohighlight">\(s&gt;80\)</span>, we apply the tax function estimates for 80 year-olds to those with model ages 81 to 100. In the case certain ages below age 80 have too few observations to enable precise estimation of the model parameters, we use a linear interpolation method to find the values for those ages <span class="math notranslate nohighlight">\(21\leq s &lt;80\)</span> that cannot be precisely estimated. <a class="footnote-reference brackets" href="#interpolation-note" id="id4" role="doc-noteref"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></a></p>
-<p>In <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code>, we estimate the 12-parameter functional form <a class="reference internal" href="#equation-eqtaxcalctaxfuncform">(25)</a> using weighted nonlinear least squares to fit an effective tax rate function <span class="math notranslate nohighlight">\((\tau^{etr}_{s,t})\)</span>, a marginal tax rate of labor income function <span class="math notranslate nohighlight">\((\tau^{mtrx}_{s,t})\)</span>, and a marginal tax rate of capital income function <span class="math notranslate nohighlight">\((\tau^{mtry}_{s,t})\)</span> for each age <span class="math notranslate nohighlight">\(E+1\leq s\leq E+S\)</span> and each of the first 10 years from the current period. <a class="footnote-reference brackets" href="#param-note" id="id5" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a> That means we have to perform 2,400 estimations of 12 parameters each. <a class="reference internal" href="#figtaxcalc3dvspred"><span class="std std-numref">Figure 8</span></a> shows the predicted surfaces for <span class="math notranslate nohighlight">\(\tau^{etr}_{s=42,t=2017}\)</span>, <span class="math notranslate nohighlight">\(\tau^{mtrx}_{s=42,t=2017}\)</span>, and <span class="math notranslate nohighlight">\(\tau^{mtry}_{s=42,t=2017}\)</span> along with the underlying scatter plot data from which those functions were estimated. <a class="reference internal" href="#tabtaxcalcest42"><span class="std std-numref">Table 5</span></a> shows the estimated values of those functional forms.</p>
-<p>The full set of estimated values are calculated using the <a class="reference external" href="https://github.com/PSLmodels/OG-USA/blob/master/ogusa/calibrate.py#L82"><code class="docutils literal notranslate"><span class="pre">get_tax_function_parameters</span></code></a> method of the <a class="reference external" href="https://github.com/PSLmodels/OG-USA/blob/master/ogusa/calibrate.py#L20"><code class="docutils literal notranslate"><span class="pre">Calibration</span></code></a> class  of the <a class="reference external" href="https://github.com/PSLmodels/OG-USA/blob/master/ogusa/calibrate.py#L20"><code class="docutils literal notranslate"><span class="pre">OG-USA/ogusa/calibrate.py</span></code></a> module. And the estimated baseline values are stored in the <a class="reference external" href="https://github.com/PSLmodels/OG-USA/blob/master/ogusa/ogusa_default_parameters.json"><code class="docutils literal notranslate"><span class="pre">ogusa_default_parameters.json</span></code></a> file.</p>
+<p>In <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code>, we estimate the 12-parameter functional form <a class="reference internal" href="#equation-eqtaxcalctaxfuncform">(25)</a> using weighted nonlinear least squares to fit an effective tax rate function <span class="math notranslate nohighlight">\((\tau^{etr}_{s,t})\)</span>, a marginal tax rate of labor income function <span class="math notranslate nohighlight">\((\tau^{mtrx}_{s,t})\)</span>, and a marginal tax rate of capital income function <span class="math notranslate nohighlight">\((\tau^{mtry}_{s,t})\)</span> for each age <span class="math notranslate nohighlight">\(E+1\leq s\leq E+S\)</span> and each of the first 10 years from the current period. <a class="footnote-reference brackets" href="#param-note" id="id5" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a> That means we have to perform 2,400 estimations of 12 parameters each. <a class="reference internal" href="#figtaxcalc3dvspred"><span class="std std-numref">Figure 11</span></a> shows the predicted surfaces for <span class="math notranslate nohighlight">\(\tau^{etr}_{s=42,t=2017}\)</span>, <span class="math notranslate nohighlight">\(\tau^{mtrx}_{s=42,t=2017}\)</span>, and <span class="math notranslate nohighlight">\(\tau^{mtry}_{s=42,t=2017}\)</span> along with the underlying scatter plot data from which those functions were estimated. <a class="reference internal" href="#tabtaxcalcest42"><span class="std std-numref">Table 5</span></a> shows the estimated values of those functional forms.</p>
+<p>The full set of estimated values are calculated using the <a class="reference external" href="https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/calibrate.py#L82"><code class="docutils literal notranslate"><span class="pre">get_tax_function_parameters</span></code></a> method of the <a class="reference external" href="https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/calibrate.py#L20"><code class="docutils literal notranslate"><span class="pre">Calibration</span></code></a> class  of the <a class="reference external" href="https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/calibrate.py#L20"><code class="docutils literal notranslate"><span class="pre">OG-ZAF/ogzaf/calibrate.py</span></code></a> module. And the estimated baseline values are stored in the <a class="reference external" href="https://github.com/EAPD-DRB/OG-ZAF/blob/master/ogzaf/ogzaf_default_parameters.json"><code class="docutils literal notranslate"><span class="pre">ogzaf_default_parameters.json</span></code></a> file.</p>
 </section>
 <section id="alternative-functional-forms">
 <span id="sectaxcalcfuncs-alt"></span><h3>Alternative Functional Forms<a class="headerlink" href="#alternative-functional-forms" title="Link to this heading">#</a></h3>
-<p>In addition to the default option using tax functions of the form developed by <span id="id6">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span>, <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> also allows users to specify alternative tax functions.  Three alternatives are offered:</p>
+<p>In addition to the default option using tax functions of the form developed by <span id="id6">[<a class="reference internal" href="../OGZAF_references.html#id26" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span>, <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> also allows users to specify alternative tax functions.  Three alternatives are offered:</p>
 <ol class="arabic">
-<li><p>Functions as in <span id="id7">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span>, but where <span class="math notranslate nohighlight">\(\tau^{etr}_{s,t}\)</span>, <span class="math notranslate nohighlight">\(\tau^{mtrx}_{s,t}\)</span>, and <span class="math notranslate nohighlight">\(\tau^{mtry}_{s,t}\)</span> are functions of total income (i.e., <span class="math notranslate nohighlight">\(x+y\)</span>) and not labor and capital income separately.  Users can select this option by setting the parameter <code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;DEP_totalinc&quot;</span></code>.</p></li>
-<li><p>Functions of the Gouveia and Strauss form <span id="id8">[<a class="reference internal" href="../OGZAF_references.html#id34" title="Miguel Gouveia and Robert P. Strauss. Effective federal individual tax functions: an exploratory empirical analysis. National Tax Journal, 47(2):317-39, June 1994.">Gouveia and Strauss, 1994</a>]</span>:</p>
+<li><p>Functions as in <span id="id7">[<a class="reference internal" href="../OGZAF_references.html#id26" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span>, but where <span class="math notranslate nohighlight">\(\tau^{etr}_{s,t}\)</span>, <span class="math notranslate nohighlight">\(\tau^{mtrx}_{s,t}\)</span>, and <span class="math notranslate nohighlight">\(\tau^{mtry}_{s,t}\)</span> are functions of total income (i.e., <span class="math notranslate nohighlight">\(x+y\)</span>) and not labor and capital income separately.  Users can select this option by setting the parameter <code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;DEP_totalinc&quot;</span></code>.</p></li>
+<li><p>Functions of the Gouveia and Strauss form <span id="id8">[<a class="reference internal" href="../OGZAF_references.html#id35" title="Miguel Gouveia and Robert P. Strauss. Effective federal individual tax functions: an exploratory empirical analysis. National Tax Journal, 47(2):317-39, June 1994.">Gouveia and Strauss, 1994</a>]</span>:</p>
 <div class="math notranslate nohighlight">
 \[  \tau = \phi_{0}(1 - (x+y)^{(\phi_{1}-1)}((x+y)^{-\phi1} + \phi_{2})^{(-1 - \phi_{1})/\phi_{1}})\]</div>
 <p>Users can select this option by setting the parameter <code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;GS&quot;</span></code>.  The three parameters of this function (<span class="math notranslate nohighlight">\(\phi_{0}, \phi_{1}, \phi_{2}\)</span>) are estimated using the weighted sum of squares estimated described in Equation <a class="reference internal" href="#equation-eqtaxcalcthetawssq">(26)</a>.</p>
 </li>
 <li><p>Linear tax functions (i.e., <span class="math notranslate nohighlight">\(\tau =\)</span> a constant).  Users can select this option by setting the parameter <code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;linear&quot;</span></code>.  The constant rate is found by taking the weighted average of the appropriate tax rate (effective tax rate, marginal tax rate on labor income, marginal tax rate on labor income) for each age and year, where the values are weighted by sampling weights and income.</p></li>
 </ol>
-<p>Among all of these tax functional forms, users can set the <code class="docutils literal notranslate"><span class="pre">age_specific</span></code> parameter to <code class="docutils literal notranslate"><span class="pre">False</span></code> if they wish to have one function for all ages <span class="math notranslate nohighlight">\(s\)</span>.  In addition, for the functions based on <span id="id9">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> (<code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;DEP&quot;</span></code> or <code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;DEP_totinc&quot;</span></code>), one can set <code class="docutils literal notranslate"><span class="pre">analytical_mtrs=True</span></code> if they wish to have the <span class="math notranslate nohighlight">\(\tau^{mtrx}_{s,t}\)</span> and <span class="math notranslate nohighlight">\(\tau^{mtry}_{s,t}\)</span> derived from the <span class="math notranslate nohighlight">\(\tau^{etr}_{s,t}\)</span> functions.  This provides theoretical consistency, but reduced fit of the functions (see <span id="id10">[<a class="reference internal" href="../OGZAF_references.html#id25" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> for more details).</p>
+<p>Among all of these tax functional forms, users can set the <code class="docutils literal notranslate"><span class="pre">age_specific</span></code> parameter to <code class="docutils literal notranslate"><span class="pre">False</span></code> if they wish to have one function for all ages <span class="math notranslate nohighlight">\(s\)</span>.  In addition, for the functions based on <span id="id9">[<a class="reference internal" href="../OGZAF_references.html#id26" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> (<code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;DEP&quot;</span></code> or <code class="docutils literal notranslate"><span class="pre">tax_func_type=&quot;DEP_totinc&quot;</span></code>), one can set <code class="docutils literal notranslate"><span class="pre">analytical_mtrs=True</span></code> if they wish to have the <span class="math notranslate nohighlight">\(\tau^{mtrx}_{s,t}\)</span> and <span class="math notranslate nohighlight">\(\tau^{mtry}_{s,t}\)</span> derived from the <span class="math notranslate nohighlight">\(\tau^{etr}_{s,t}\)</span> functions.  This provides theoretical consistency, but reduced fit of the functions (see <span id="id10">[<a class="reference internal" href="../OGZAF_references.html#id26" title="Jason DeBacker, Richard W. Evans, and Kerk L. Phillips. Integrating microsimulation models of tax policy into a dge macroeconomic model. Public Finance Review, 47(2):207-275, March 2019.">DeBacker <em>et al.</em>, 2019</a>]</span> for more details).</p>
 </section>
 </section>
 <section id="factor-transforming-income-units">
 <span id="sectaxcalcfactor"></span><h2>Factor Transforming Income Units<a class="headerlink" href="#factor-transforming-income-units" title="Link to this heading">#</a></h2>
-<p>The tax functions <span class="math notranslate nohighlight">\(\tau^{etr}_{s,t}\)</span>, <span class="math notranslate nohighlight">\(\tau^{mtrx}_{s,t}\)</span>, and <span class="math notranslate nohighlight">\(\tau^{mtry}_{s,t}\)</span> are estimated based on current U.S. tax filer reported incomes in dollars. However, the consumption units of the <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> model are not in the same units as the real-world U.S. incomes data. For this reason, we have to transform the income by a <span class="math notranslate nohighlight">\(factor\)</span> so that it is in the same units as the income data on which the tax functions were estimated.</p>
+<p>The tax functions <span class="math notranslate nohighlight">\(\tau^{etr}_{s,t}\)</span>, <span class="math notranslate nohighlight">\(\tau^{mtrx}_{s,t}\)</span>, and <span class="math notranslate nohighlight">\(\tau^{mtry}_{s,t}\)</span> are estimated based on current U.S. tax filer reported incomes in dollars. However, the consumption units of the <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> model are not in the same units as the real-world U.S. incomes data. For this reason, we have to transform the income by a <span class="math notranslate nohighlight">\(factor\)</span> so that it is in the same units as the income data on which the tax functions were estimated.</p>
 <p>The tax rate functions are each functions of capital income and labor income <span class="math notranslate nohighlight">\(\tau(x,y)\)</span>. In order to make the tax functions return accurate tax rates associated with the correct levels of income, we multiply the model income <span class="math notranslate nohighlight">\(x^m\)</span> and <span class="math notranslate nohighlight">\(y^m\)</span> by a <span class="math notranslate nohighlight">\(factor\)</span> so that they are in the same units as the real-world U.S. income data <span class="math notranslate nohighlight">\(\tau(factor\times x^m, factor\times y^m)\)</span>. We define the <span class="math notranslate nohighlight">\(factor\)</span> such that average steady-state household total income in the model times the <span class="math notranslate nohighlight">\(factor\)</span> equals the U.S. data average total income.</p>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalcfactor">
 <span class="eqno">(27)<a class="headerlink" href="#equation-eqtaxcalcfactor" title="Link to this equation">#</a></span>\[  factor\Biggl[\sum_{s=E+1}^{E+S}\sum_{j=1}^J\lambda_j\bar{\omega}_s\left(\bar{w}e_{j,s}\bar{n}_{j,s} + \bar{r}_{hh}\bar{b}_{j,s}\right)\Biggr] = \text{Avg. household income in data}\]</div>
@@ -666,7 +668,7 @@ <h2> Contents </h2>
 </section>
 <section id="household-transfers">
 <span id="sectaxcalctfers"></span><h2>Household Transfers<a class="headerlink" href="#household-transfers" title="Link to this heading">#</a></h2>
-<p>Total transfers to households by the government in a given period <span class="math notranslate nohighlight">\(t\)</span> is <span class="math notranslate nohighlight">\(TR_t\)</span>. The percent of those transfers given to all households of age <span class="math notranslate nohighlight">\(s\)</span> and lifetime income group <span class="math notranslate nohighlight">\(j\)</span> is <span class="math notranslate nohighlight">\(\eta_{j,s}\)</span> such that <span class="math notranslate nohighlight">\(\sum_{s=E+1}^{E+S}\sum_{j=1}^J\eta_{j,s,t}=1\)</span>. <code class="docutils literal notranslate"><span class="pre">OG-USA</span></code> currently has the transfer distribution function set to distribute transfers uniformly among the population.</p>
+<p>Total transfers to households by the government in a given period <span class="math notranslate nohighlight">\(t\)</span> is <span class="math notranslate nohighlight">\(TR_t\)</span>. The percent of those transfers given to all households of age <span class="math notranslate nohighlight">\(s\)</span> and lifetime income group <span class="math notranslate nohighlight">\(j\)</span> is <span class="math notranslate nohighlight">\(\eta_{j,s}\)</span> such that <span class="math notranslate nohighlight">\(\sum_{s=E+1}^{E+S}\sum_{j=1}^J\eta_{j,s,t}=1\)</span>. <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> currently has the transfer distribution function set to distribute transfers uniformly among the population.</p>
 <div class="math notranslate nohighlight" id="equation-eqtaxcalcetajs">
 <span class="eqno">(28)<a class="headerlink" href="#equation-eqtaxcalcetajs" title="Link to this equation">#</a></span>\[  \eta_{j,s,t} = \frac{\lambda_j\omega_{s,t}}{\tilde{N}_t} \quad\forall j,t \quad\text{and}\quad E+1\leq s\leq E+S\]</div>
 <p>However, this distribution function <span class="math notranslate nohighlight">\(\eta_{j,s,t}\)</span> could also be modified to more accurately reflect the way transfers are distributed in the United States.</p>
@@ -813,8 +815,8 @@ <h2> Contents </h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/citations.html b/content/citations.html
index c1bf681..c899ea2 100644
--- a/content/citations.html
+++ b/content/citations.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
@@ -138,6 +138,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="intro/intro.html">
   
@@ -159,7 +161,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -363,10 +365,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -374,7 +376,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -573,8 +575,8 @@ <h1>Citations and use cases of OG-ZAF<a class="headerlink" href="#citations-and-
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/contributing/contributor_guide.html b/content/contributing/contributor_guide.html
index 8d0dc67..d08f2a7 100644
--- a/content/contributing/contributor_guide.html
+++ b/content/contributing/contributor_guide.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -139,6 +139,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="../intro/intro.html">
   
@@ -160,7 +162,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -364,10 +366,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -375,7 +377,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -565,7 +567,7 @@ <h2> Contents </h2>
 <aside class="footnote-list brackets">
 <aside class="footnote brackets" id="recent-python" role="doc-footnote">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id1">1</a><span class="fn-bracket">]</span></span>
-<p>The most recent version of Python from Anaconda is Python 3.10. <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> is currently tested to run on Python 3.8, 3.9, and 3.10.</p>
+<p>The most recent version of Python from Anaconda is Python 3.12. <code class="docutils literal notranslate"><span class="pre">OG-ZAF</span></code> is currently tested to run on Python 3.10 and 3.11.</p>
 </aside>
 <aside class="footnote brackets" id="commandline-note" role="doc-footnote">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id2">2</a><span class="fn-bracket">]</span></span>
@@ -696,8 +698,8 @@ <h2> Contents </h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/content/intro/intro.html b/content/intro/intro.html
index fd5f874..9e2fca2 100644
--- a/content/intro/intro.html
+++ b/content/intro/intro.html
@@ -18,12 +18,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="../../_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="../../_static/doctools.js?v=9a2dae69"></script>
@@ -142,6 +142,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="#">
   
@@ -163,7 +165,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -367,10 +369,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -378,7 +380,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -579,8 +581,8 @@ <h2> Contents </h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/genindex.html b/genindex.html
index ff0014e..f252ccd 100644
--- a/genindex.html
+++ b/genindex.html
@@ -17,12 +17,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -36,9 +36,9 @@
     <link rel="stylesheet" type="text/css" href="_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
@@ -138,6 +138,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="content/intro/intro.html">
   
@@ -159,7 +161,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -315,10 +317,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -326,7 +328,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -507,8 +509,8 @@ <h2 id="P">P</h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/objects.inv b/objects.inv
index 2c9be8a..84da7a9 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git a/py-modindex.html b/py-modindex.html
index 6762590..8632657 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -17,12 +17,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -36,9 +36,9 @@
     <link rel="stylesheet" type="text/css" href="_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
@@ -141,6 +141,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="content/intro/intro.html">
   
@@ -162,7 +164,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -318,10 +320,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -329,7 +331,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -449,8 +451,8 @@ <h1>Python Module Index</h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/reports/content/calibration/demographics.err.log b/reports/content/calibration/demographics.err.log
new file mode 100644
index 0000000..eea6db9
--- /dev/null
+++ b/reports/content/calibration/demographics.err.log
@@ -0,0 +1,108 @@
+Traceback (most recent call last):
+  File "/home/runner/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/jupyter_cache/executors/utils.py", line 58, in single_nb_execution
+    executenb(
+  File "/home/runner/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/nbclient/client.py", line 1314, in execute
+    return NotebookClient(nb=nb, resources=resources, km=km, **kwargs).execute()
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/home/runner/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/jupyter_core/utils/__init__.py", line 165, in wrapped
+    return loop.run_until_complete(inner)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/home/runner/miniconda3/envs/ogzaf-dev/lib/python3.11/asyncio/base_events.py", line 654, in run_until_complete
+    return future.result()
+           ^^^^^^^^^^^^^^^
+  File "/home/runner/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/nbclient/client.py", line 709, in async_execute
+    await self.async_execute_cell(
+  File "/home/runner/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/nbclient/client.py", line 1062, in async_execute_cell
+    await self._check_raise_for_error(cell, cell_index, exec_reply)
+  File "/home/runner/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/nbclient/client.py", line 918, in _check_raise_for_error
+    raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)
+nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:
+------------------
+import numpy as np
+import matplotlib.pyplot as plt
+import ogcore.demographics as demog
+
+fert_rates = demog.get_fert(
+    totpers=100,
+    min_age=0,
+    max_age=99,
+    country_id="710",
+    start_year=2023,
+    end_year=2023,
+    graph=False,
+    plot_path=None,
+    download_path=None,
+)
+plt.plot(
+    np.arange(1, 101), np.squeeze(fert_rates), linestyle="-", linewidth=1,
+    color="black"
+)
+plt.scatter(
+    np.arange(1, 101), np.squeeze(fert_rates), color="red", marker="o", s=4
+)
+plt.grid(
+    visible=True, which='major', axis='both', color='0.5', linestyle='--',
+    linewidth=0.3
+)
+plt.xlabel(r"Age ($s$)")
+plt.ylabel(r"Fertility rate ($f_s$)")
+plt.savefig('fert_rates_zaf.png')
+plt.show()
+------------------
+
+
+---------------------------------------------------------------------------
+StdinNotImplementedError                  Traceback (most recent call last)
+Cell In[1], line 5
+      2 import matplotlib.pyplot as plt
+      3 import ogcore.demographics as demog
+----> 5 fert_rates = demog.get_fert(
+      6     totpers=100,
+      7     min_age=0,
+      8     max_age=99,
+      9     country_id="710",
+     10     start_year=2023,
+     11     end_year=2023,
+     12     graph=False,
+     13     plot_path=None,
+     14     download_path=None,
+     15 )
+     16 plt.plot(
+     17     np.arange(1, 101), np.squeeze(fert_rates), linestyle="-", linewidth=1,
+     18     color="black"
+     19 )
+     20 plt.scatter(
+     21     np.arange(1, 101), np.squeeze(fert_rates), color="red", marker="o", s=4
+     22 )
+
+File ~/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/ogcore/demographics.py:180, in get_fert(totpers, min_age, max_age, country_id, start_year, end_year, graph, plot_path, download_path)
+    178 fert_rates_2D = np.zeros((end_year + 1 - start_year, totpers))
+    179 # Read UN data
+--> 180 df = get_un_data(
+    181     "68", country_id=country_id, start_year=start_year, end_year=end_year
+    182 )
+    183 # CLean and rebin data
+    184 for y in range(start_year, end_year + 1):
+
+File ~/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/ogcore/demographics.py:75, in get_un_data(variable_code, country_id, start_year, end_year)
+     73 else:  # if file not exist, prompt user for token
+     74     try:
+---> 75         UN_TOKEN = input(
+     76             "Please enter your UN API token (press return if you do not have one): "
+     77         )
+     78         # write the UN_TOKEN to a file to find in the future
+     79         with open(os.path.join("un_api_token.txt"), "w") as file:
+
+File ~/miniconda3/envs/ogzaf-dev/lib/python3.11/site-packages/ipykernel/kernelbase.py:1281, in Kernel.raw_input(self, prompt)
+   1279 if not self._allow_stdin:
+   1280     msg = "raw_input was called, but this frontend does not support input requests."
+-> 1281     raise StdinNotImplementedError(msg)
+   1282 return self._input_request(
+   1283     str(prompt),
+   1284     self._parent_ident["shell"],
+   1285     self.get_parent("shell"),
+   1286     password=False,
+   1287 )
+
+StdinNotImplementedError: raw_input was called, but this frontend does not support input requests.
+
diff --git a/search.html b/search.html
index 4c6559c..b74e712 100644
--- a/search.html
+++ b/search.html
@@ -16,12 +16,12 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="_static/styles/theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="_static/styles/bootstrap.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
-<link href="_static/styles/pydata-sphinx-theme.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
 
   
-  <link href="_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=3ee479438cf8b5e0d341" rel="stylesheet" />
+  <link href="_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
@@ -35,9 +35,9 @@
     <link rel="stylesheet" type="text/css" href="_static/sphinx-design.min.css?v=87e54e7c" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341" />
-<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341" />
-  <script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=3ee479438cf8b5e0d341"></script>
+  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script src="_static/documentation_options.js?v=9eb32ce0"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
@@ -140,6 +140,8 @@
         <div class="sidebar-primary-item">
 
   
+    
+  
 
 <a class="navbar-brand logo" href="content/intro/intro.html">
   
@@ -161,7 +163,7 @@
 
  <script>
  document.write(`
-   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
     <span class="search-button__default-text">Search</span>
     <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
@@ -317,10 +319,10 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
-    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
-    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
   </button>
 `);
 </script>
@@ -328,7 +330,7 @@
 
 <script>
 document.write(`
-  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+  <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass fa-lg"></i>
   </button>
 `);
@@ -436,8 +438,8 @@ <h1>Search</h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="_static/scripts/bootstrap.js?digest=3ee479438cf8b5e0d341"></script>
-<script src="_static/scripts/pydata-sphinx-theme.js?digest=3ee479438cf8b5e0d341"></script>
+  <script src="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/searchindex.js b/searchindex.js
index dcafa44..ec4c92e 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API": [[4, "api"]], "Aggregate Production Function and Capital Accumulation": [[10, "aggregate-production-function-and-capital-accumulation"]], "Aggregate transfers": [[10, "aggregate-transfers"]], "Alternative Functional Forms": [[12, "alternative-functional-forms"]], "Behavioral Assumptions": [[10, "behavioral-assumptions"]], "Bequest Process Calibration": [[6, "bequest-process-calibration"]], "Calculating UBI": [[5, "calculating-ubi"]], "Calibration of Macroeconomic Parameters": [[10, "calibration-of-macroeconomic-parameters"]], "Capital\u2019s share of output": [[10, "capital-s-share-of-output"]], "Citations and use cases of OG-ZAF": [[13, "citations-and-use-cases-of-og-zaf"]], "Citing OG-ZAF": [[15, "citing-og-zaf"]], "Contributor Guide": [[14, "contributor-guide"]], "Core Maintainers": [[15, "core-maintainers"]], "Default Tax Functional Form": [[12, "default-tax-functional-form"]], "Demographics": [[7, "demographics"]], "Demographics Functions": [[2, "demographics-functions"]], "Description of tax rate function \\tau(x,y) parameters.": [[12, "tabtaxcalctfuncparams"]], "Disclaimer": [[15, "disclaimer"]], "Economic Assumptions": [[10, "economic-assumptions"]], "Effective and Marginal Tax Rates": [[12, "effective-and-marginal-tax-rates"]], "Elasticity of labor supply": [[10, "elasticity-of-labor-supply"]], "Elasticity of substitution": [[10, "elasticity-of-substitution"]], "Estimated baseline current law tax rate function for \\tau_{s,t}(x,y) parameters for s=42, t=2017.": [[12, "tabtaxcalcest42"]], "Exogenous Parameters": [[9, "exogenous-parameters"]], "Factor Transforming Income Units": [[12, "factor-transforming-income-units"]], "Fertility rates": [[7, "fertility-rates"]], "Fitting Tax Functions": [[12, "fitting-tax-functions"]], "Footnotes": [[5, "footnotes"], [12, "footnotes"], [14, "footnotes"]], "Foreign holding of government debt in the initial period": [[10, "foreign-holding-of-government-debt-in-the-initial-period"]], "Foreign holdings of excess capital": [[10, "foreign-holdings-of-excess-capital"]], "Foreign purchases of newly issued debt": [[10, "foreign-purchases-of-newly-issued-debt"]], "Government Debt": [[10, "government-debt"]], "Government Debt, Spending and Transfers": [[10, "government-debt-spending-and-transfers"]], "Government expenditures": [[10, "government-expenditures"]], "Household Transfers": [[12, "household-transfers"]], "Immigration rates": [[7, "immigration-rates"]], "Income at the very top": [[8, "income-at-the-very-top"]], "Incomes at the very top Source: Piketty and Saez (2003) 2018 estimates.": [[8, "tab-top-incomes"]], "Initial log wage regressions. Source: CWHS data, 1991-2009. ** Significant at the 5-percent level (p<0.05). *** Significant at the 1-percent level (p<0.01).": [[8, "tabwage-step1"]], "Intertemporal elasticity of substitution": [[10, "intertemporal-elasticity-of-substitution"]], "Lifetime Earnings Profiles": [[8, "lifetime-earnings-profiles"]], "Lifetime Income": [[8, "lifetime-income"]], "List of exogenous parameters and baseline calibration values.": [[9, "tabexogvars"]], "Macro Parameter Estimation Functions": [[3, "macro-parameter-estimation-functions"]], "Main Calibration Functions": [[1, "main-calibration-functions"]], "Matching Labor, Wealth, and Income Moments": [[11, "matching-labor-wealth-and-income-moments"]], "Microeconomic Data": [[12, "microeconomic-data"]], "Mortality rates": [[7, "mortality-rates"]], "OG-ZAF": [[15, "og-zaf"]], "Open Economy Parameters": [[10, "open-economy-parameters"]], "Population steady-state and transition path": [[7, "population-steady-state-and-transition-path"]], "Profiles by Lifetime Income": [[8, "profiles-by-lifetime-income"]], "Proposition": [[7, null]], "Rate of time preference": [[10, "rate-of-time-preference"]], "References": [[0, "references"]], "Setup Git": [[14, "setup-git"]], "Setup Python": [[14, "setup-python"]], "Simple Usage": [[14, "simple-usage"]], "Submitting a GitHub Issue": [[14, "submitting-a-github-issue"]], "Submitting a GitHub Pull Request": [[14, "submitting-a-github-pull-request"]], "Tax Functions": [[12, "tax-functions"]], "UBI specification adjusted for economic growth": [[5, "ubi-specification-adjusted-for-economic-growth"]], "UBI specification not adjusted for economic growth": [[5, "ubi-specification-not-adjusted-for-economic-growth"]], "Universal Basic Income (UBI)": [[5, "universal-basic-income-ubi"]], "Workflow": [[14, "workflow"]], "ogzaf.calibrate": [[1, "ogzaf-calibrate"]], "ogzaf.demographics": [[2, "module-ogzaf.demographics"]], "ogzaf.macro_params": [[3, "module-ogzaf.macro_params"]]}, "docnames": ["content/OGZAF_references", "content/api/calibrate", "content/api/demographics", "content/api/macro_params", "content/api/public_api", "content/calibration/UBI", "content/calibration/bequests", "content/calibration/demographics", "content/calibration/earnings", "content/calibration/exogenous_parameters", "content/calibration/macro", "content/calibration/matching_lwi", "content/calibration/tax_functions", "content/citations", "content/contributing/contributor_guide", "content/intro/intro"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.viewcode": 1, "sphinxcontrib.bibtex": 9}, "filenames": ["content/OGZAF_references.md", "content/api/calibrate.rst", "content/api/demographics.rst", "content/api/macro_params.rst", "content/api/public_api.rst", "content/calibration/UBI.md", "content/calibration/bequests.md", "content/calibration/demographics.md", "content/calibration/earnings.md", "content/calibration/exogenous_parameters.md", "content/calibration/macro.md", "content/calibration/matching_lwi.md", "content/calibration/tax_functions.md", "content/citations.md", "content/contributing/contributor_guide.md", "content/intro/intro.md"], "indexentries": {"calibration (class in ogzaf.calibrate)": [[1, "ogzaf.calibrate.Calibration", false]], "get_fert() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.get_fert", false]], "get_macro_params() (in module ogzaf.macro_params)": [[3, "ogzaf.macro_params.get_macro_params", false]], "get_mort() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.get_mort", false]], "get_pop_objs() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.get_pop_objs", false]], "immsolve() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.immsolve", false]], "module": [[2, "module-ogzaf.demographics", false], [3, "module-ogzaf.macro_params", false]], "ogzaf.demographics": [[2, "module-ogzaf.demographics", false]], "ogzaf.macro_params": [[3, "module-ogzaf.macro_params", false]], "pop_rebin() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.pop_rebin", false]]}, "objects": {"ogzaf": [[2, 1, 0, "-", "demographics"], [3, 1, 0, "-", "macro_params"]], "ogzaf.calibrate": [[1, 0, 1, "", "Calibration"]], "ogzaf.demographics": [[2, 2, 1, "", "get_fert"], [2, 2, 1, "", "get_mort"], [2, 2, 1, "", "get_pop_objs"], [2, 2, 1, "", "immsolve"], [2, 2, 1, "", "pop_rebin"]], "ogzaf.macro_params": [[3, 2, 1, "", "get_macro_params"]]}, "objnames": {"0": ["py", "class", "Python class"], "1": ["py", "module", "Python module"], "2": ["py", "function", "Python function"]}, "objtypes": {"0": "py:class", "1": "py:module", "2": "py:function"}, "terms": {"": [0, 2, 5, 6, 7, 8, 9, 13, 14], "0": [2, 5, 7, 9, 10, 12], "00": 12, "000": [7, 8, 12], "00000002": 13, "0001": 8, "0009": 8, "001": 8, "002": 8, "0028": 7, "003": 8, "004": 8, "005": 8, "006": 8, "007": 8, "00e": 12, "011": 8, "02": 13, "027": 8, "03": 12, "032": 8, "04": [10, 12], "041": 12, "042": 8, "04e": 12, "05": 12, "058": 8, "06": 12, "065": 8, "07": 13, "070": 8, "072": 8, "08": 12, "09": [8, 12, 13], "09e": 12, "1": [0, 2, 5, 7, 9, 10, 12, 13, 14], "10": [7, 8, 12, 13, 14], "100": [0, 2, 7, 8, 12], "103": 8, "105": 12, "11": 12, "111": 0, "114": 0, "118": 0, "12": [8, 12], "120": [0, 7], "122": 12, "128": 0, "13": 12, "132": 0, "134": 8, "137": 0, "14": 12, "141": [0, 8], "143": 8, "145": 0, "15": [8, 12], "16": [9, 12], "160": [0, 7, 9], "17": [0, 5, 6, 12], "176": 0, "177": 8, "18": [5, 8, 12], "182": 0, "185": 0, "191": 0, "1913": 0, "196": 0, "1961": 10, "1981": [0, 6], "1983": [0, 7], "1986": [0, 10], "1988": [0, 6], "1989": [0, 6], "1994": [0, 6, 12], "1998": 0, "1999": [0, 10], "2": [0, 2, 5, 7, 8, 12, 13, 14], "20": [2, 7, 8, 9, 12], "2000": [0, 6], "2001": [0, 6], "2002": [0, 6], "2003": 0, "2004": [0, 6], "2009": [0, 10], "2010": [0, 7], "2013": [0, 7], "2014": [0, 6], "2015": [0, 6, 7, 10, 13], "2016": [0, 10, 13], "2017": [0, 8, 10, 13], "2017b": 13, "2018": 13, "2019": [0, 7, 10, 12, 13], "2020": 13, "2021": [10, 13], "2023": 2, "2024": 2, "2026": 2, "207": [0, 13], "21": [7, 8, 12, 13], "215": 0, "22": 0, "23": 12, "24": [0, 14], "25": [8, 12, 14], "25th": 8, "26": [10, 12], "27": 10, "275": [0, 13], "28e": 12, "2d": 12, "3": [0, 2, 7, 8, 10, 12, 14], "30": 13, "30e": 12, "314": 8, "317": [0, 8], "320": 2, "324": 8, "32e": 12, "34e": 12, "35": [0, 12], "36e": 12, "376": 8, "3852": 7, "39": 0, "3d": 12, "4": [0, 2, 7, 8, 9, 10, 12, 13, 14], "40": 14, "400": 12, "4000": 8, "43": 12, "43e": 12, "44": 12, "442": 8, "459": 8, "45e": 12, "47": [0, 7, 13], "474": 0, "5": [0, 2, 7, 10, 12], "50e": 12, "516": 8, "524": 8, "52e": 12, "54": [0, 12], "56": 0, "564": 8, "57": 0, "570": 8, "6": [0, 7, 8, 12], "61": [0, 10], "614ea9032502": 13, "621": 8, "62e": 12, "64": 5, "648": 8, "65": [5, 9], "670": 8, "677": 8, "68": [7, 12], "687": 8, "691": 0, "7": [7, 8, 10, 12], "70": 13, "706": 0, "70pctmtr_qn": 13, "70th": 8, "71": [0, 12], "710": 7, "714": 8, "72": 0, "721": 0, "732": 0, "743": 0, "749": 8, "756": 12, "768": 0, "779": 0, "77e": 12, "78": 10, "780": 0, "79": 0, "790": 0, "7b": 13, "8": [0, 7, 12, 14], "80": [2, 8, 9, 12], "80th": 8, "81": 12, "813": 0, "81e": 12, "833": 8, "839": 8, "84": 12, "840": 2, "847": 8, "86": 12, "88": [0, 8], "89": 0, "892": 0, "9": [7, 9, 10, 12, 14], "90th": 8, "93": 0, "931": 0, "937": 8, "94": 0, "96": [8, 10, 12], "968": 8, "99": 2, "990": 12, "991": 8, "99th": 8, "A": [0, 5, 6, 7, 12, 13], "And": [5, 12], "As": [5, 7, 8, 10, 12, 14], "At": 7, "But": [7, 9, 10, 12], "By": [7, 12], "For": [2, 7, 8, 10, 12, 13], "If": [7, 14, 15], "In": [7, 8, 9, 12], "It": [7, 12], "No": 14, "On": 13, "One": 12, "That": [7, 8, 12, 14], "The": [0, 4, 5, 6, 7, 8, 10, 12, 13, 14, 15], "Then": 12, "There": 4, "These": [7, 8, 10, 12], "To": [7, 8, 10, 14], "With": [8, 10], "_": [5, 7, 9, 12], "_n": 7, "_t": [7, 12], "abil": [5, 8], "abl": 12, "abmagw99": 0, "about": [4, 7, 14, 15], "abov": [8, 12, 14], "absolut": 7, "access": 12, "accommod": 12, "accord": [7, 10, 12], "account": [8, 14], "accumul": [0, 12], "accur": [7, 12], "accuraci": 14, "achiev": 7, "across": [7, 12], "act": 13, "activ": [2, 7, 9, 12, 14], "actual": 8, "ad": [7, 12, 14], "adam": 13, "add": 14, "addit": [7, 8, 12, 14], "adjust": [7, 8, 12], "administr": [8, 14], "adult": [5, 8], "advantag": 0, "aei": 13, "afford": 13, "africa": [7, 8, 10, 15], "after": [7, 12, 14], "afterward": 14, "ag": [0, 2, 5, 6, 7, 8, 9, 11, 12], "against": 15, "age_": 8, "age_specif": 12, "agent": [0, 2, 7, 8, 12], "aggreg": [0, 15], "al": [6, 7, 8, 10, 12], "alarm": 14, "aliv": 7, "all": [5, 7, 8, 12, 13, 14], "allow": [8, 12, 14, 15], "almost": 7, "along": [5, 7, 12, 14], "alpha_": 8, "alpha_d": 10, "alpha_g": 10, "alpha_t": 10, "alphabet": 4, "alreadi": 14, "also": [4, 7, 9, 10, 12, 14], "alt86": 0, "altern": 8, "although": 7, "altonji": [0, 10], "alwai": 14, "america": [0, 13], "american": [0, 13], "among": [8, 12], "amount": 8, "an": [0, 7, 8, 10, 12, 13, 14, 15], "anaconda": 14, "analog": 12, "analysi": [0, 13, 15], "analyt": 12, "analytical_mtr": 12, "anderson": 13, "angl": 14, "ani": [5, 7, 14], "annual": [0, 7, 10], "anoth": [7, 8, 13, 14], "ant": 12, "anyth": 14, "aperiod": 7, "api": [7, 9, 15], "appear": [8, 12], "appli": [8, 12], "applic": 12, "approach": [7, 8, 12], "appropri": 12, "approxim": 2, "april": [0, 13], "ar": [2, 3, 5, 7, 8, 10, 12, 14, 15], "arctan": 8, "arg": 2, "argument": 12, "aris": 14, "around": 4, "arrai": 2, "array_lik": 2, "artifici": 7, "ask": 14, "aspect": [8, 12], "asrh": 0, "assign": 8, "associ": [7, 12, 14], "assum": [5, 7, 8, 12], "assumpt": [7, 8, 12], "attanasio": [0, 10], "attrit": 8, "augment": [8, 10], "august": [0, 13], "automat": 14, "avail": [7, 8, 12], "averag": [7, 8, 10, 12], "avg": 12, "avoid": 10, "ax": 12, "b": [0, 8, 12, 13, 14], "b_": 12, "background": 14, "balanc": 8, "bank": [0, 3, 7, 10], "bar": [7, 12], "base": [5, 10, 12], "basi": 10, "becaus": [5, 7, 8, 12, 14], "been": [12, 15], "befor": [2, 7, 12, 13, 14], "begin": [5, 7], "behavior": 12, "being": 12, "below": [4, 7, 8, 9, 12, 14], "benefit": 5, "benjamin": 13, "bequest": 0, "berkelei": 8, "bes": 0, "best": [8, 12], "beta": 10, "beta_": 8, "better": 12, "between": [2, 5, 7, 8, 10, 12], "bf": 7, "biden": 13, "biggest": 7, "biggl": 12, "biggr": 12, "bigl": [5, 12], "bigr": [5, 12], "birth": 7, "block": [12, 14], "bmatrix": 7, "boldsymbol": [7, 8, 12], "bool": 2, "boolean": 5, "boom": 0, "born": [2, 7], "both": [0, 7, 8, 12], "bound": 12, "bq_t": [6, 12], "bracket": [12, 14], "brain": 12, "branch": 14, "break": [8, 12], "brief": 13, "budget": [5, 6, 12], "bug": 14, "build": 12, "bump": 0, "bureau": [0, 7], "busi": 0, "bust": 0, "bx": [8, 12], "c": [8, 12, 14], "c_": 12, "calcul": [2, 7, 8, 12], "calibr": [2, 3, 4, 5, 7, 8, 11, 12, 15], "call": [4, 12, 14], "came": 14, "campaign": 13, "can": [5, 7, 8, 12, 13, 14], "cannot": 12, "capit": [0, 8, 12], "capita": [8, 10], "captur": 12, "car09": 0, "carrol": [0, 10], "case": [2, 5, 8, 10, 12, 14], "caus": [0, 7], "cd": 14, "cdot": [7, 12], "censu": [0, 7], "censusbureau15": 0, "center": [5, 13], "central": 14, "certain": [7, 12], "certainti": 2, "chanc": 0, "chang": [0, 7, 8, 10, 12, 13, 14, 15], "chap": 9, "chapter": [5, 6, 7, 8, 9, 12], "charact": 14, "character": [7, 8], "characterist": [0, 12], "charg": 12, "check": [14, 15], "checkout": 14, "child": 5, "children": 5, "choic": 0, "christoph": 0, "citat": 15, "clariti": 12, "class": [1, 4, 5, 12], "clear": [7, 12], "clearli": 12, "click": 14, "clone": 14, "close": [7, 12, 14, 15], "cobb": [10, 12], "code": [4, 5, 7, 8, 9, 12, 14, 15], "coeffici": 12, "cohort": [7, 8], "collabor": 14, "com": [13, 14], "come": [7, 8, 9], "command": 14, "commit": 14, "committe": 13, "common": [5, 8], "compar": 5, "complet": [8, 14], "compon": [8, 12], "composit": 5, "comput": [0, 3, 7, 10, 12, 14], "computation": 12, "conceptu": 7, "conda": 14, "condit": 12, "confid": 7, "conflict": 14, "confus": 14, "congression": 13, "connect": 7, "consecut": [2, 7], "consensu": 6, "consist": [8, 10, 12], "constant": [7, 8, 10, 12], "constrain": [7, 12], "constraint": [5, 6, 12], "consum": 0, "consumpt": [0, 12, 15], "contact": 14, "contain": [12, 14, 15], "content": [13, 14], "continu": [8, 15], "contribut": [14, 15], "contributor": 15, "control": [0, 12, 14], "conveni": 7, "converg": 7, "convert": 10, "convex": 12, "copi": 14, "core": [5, 10, 12, 14], "corner": 14, "corpor": 13, "correct": 12, "correl": 12, "correspond": [2, 7, 8, 12], "costa": 0, "could": 12, "countri": [2, 7], "country_id": [2, 7], "coupl": 8, "cover": 5, "coverag": 14, "cp": [8, 12], "creat": [8, 12, 14], "criteria": 8, "criterion": 12, "curr_pop_dist": 2, "curr_pop_new": 2, "current": [2, 7, 8, 14], "curv": 8, "curvatur": 12, "cut": 13, "cy": 12, "cycl": 8, "d": [0, 12, 14], "dampen": 9, "data": [0, 2, 3, 5, 7, 10, 11, 15], "dataapi": 7, "databas": [3, 8], "dataport": 7, "dataset": [5, 12], "david": 0, "ddot": 7, "de": [0, 6], "de18": 13, "death": [7, 8], "deback": [0, 5, 7, 8, 12, 13], "debt": [3, 12], "decemb": [0, 13], "declin": 14, "decompos": 12, "deduct": 12, "default": 10, "default_paramet": 9, "deficit": 12, "defin": [7, 8, 10, 12], "definit": [7, 8, 10, 12], "degrad": 14, "deliv": [12, 13], "dem": [0, 13], "demograph": [4, 5, 9, 12], "demographic_data_path": 1, "denardi04": 0, "denardiy14": 0, "dep": 12, "dep15": 13, "dep19": [0, 13], "dep20": 13, "dep21a": 13, "dep21b": 13, "dep_totalinc": 12, "dep_totinc": 12, "depend": [5, 8, 12, 14, 15], "deriv": [3, 12], "describ": [5, 6, 7, 12, 14, 15], "descript": [5, 7, 8, 9, 14], "despit": 12, "detail": [8, 12, 13], "determin": [5, 12], "determinist": 8, "dev": 14, "develop": [7, 10, 12, 15], "df19": 13, "dge": [0, 12, 13], "di": 7, "diagnost": 2, "diagon": 7, "dict": 2, "die": [2, 7], "differ": [2, 6, 7, 8, 12, 14], "differenti": [8, 12], "difficult": 12, "difficulti": [7, 12], "dimens": [2, 8, 12], "diminish": 8, "direct": [7, 12], "directli": [5, 12], "directori": [4, 14], "discount": 8, "discuss": [7, 10, 12], "dispers": 0, "distribut": [0, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14], "disutil": 10, "divid": [5, 7, 12], "do": [5, 7, 8, 9, 12, 14], "document": [4, 5, 10, 12, 14, 15], "dodd": 13, "doe": [5, 8, 12], "doesn": 14, "doi": [0, 13], "dollar": [5, 10, 12, 14], "domest": 10, "don": 14, "done": 8, "dougla": [10, 12], "down": [7, 8], "download": 14, "download_path": 2, "dr17": 0, "drb": [14, 15], "drop": 12, "dure": 7, "dy": [7, 12], "dyn": 7, "dynam": [0, 5, 7, 12, 13, 15], "e": [2, 7, 8, 9, 12, 14], "e_": [8, 12], "each": [2, 4, 5, 6, 7, 8, 12, 14], "eapd": [14, 15], "earlier": 8, "earn": 0, "earner": [0, 8], "easier": 14, "easili": 7, "econom": [0, 2, 7, 8, 9, 13], "econometrica": 0, "economi": [0, 5, 7, 12, 15], "econpap": 0, "edit": 14, "edu": 8, "edward": 0, "eee": 0, "effect": [0, 6, 8, 13], "eigenvalu": 7, "eigenvector": 7, "eitc": 13, "elast": 0, "element": [2, 7, 14], "elementari": 0, "ellips": 0, "ellipt": 10, "eml": 8, "emmanuel": [0, 8], "empir": [0, 7, 12], "employ": 10, "enabl": 12, "end": [2, 5, 7, 12, 14], "end_year": 2, "endogen": [8, 10, 12], "endow": 8, "enough": 7, "ensur": [12, 14], "enter": [7, 10, 14], "enterpris": 13, "entri": 7, "env": 14, "environ": 14, "ep17": 0, "epsilon": 12, "eq": 8, "equal": [2, 7, 12], "equat": [7, 8, 12], "equilibrium": [7, 8, 9, 12, 15], "equiv": [7, 8, 12], "equival": [7, 8, 12], "error": [2, 12, 14], "essenti": 12, "estim": [0, 4, 7, 10, 13], "estimate_chi_n": 1, "estimate_tax_funct": 1, "et": [6, 7, 8, 10, 12], "eta_": 12, "etr": 12, "euler": 12, "european": 0, "eva17": 13, "eva18": 13, "evan": [0, 5, 10, 13, 15], "even": 14, "everi": 5, "evid": [0, 12], "evolv": 7, "ex": 12, "exactli": 7, "exampl": [8, 12, 14], "excel": 14, "except": 8, "exclud": [8, 10], "execut": 14, "exhibit": [7, 12], "exist": [5, 7, 15], "exogen": [7, 8, 10], "expand": 12, "expans": 13, "expenditur": 5, "expens": 13, "experi": 13, "exploratori": 0, "exponenti": 12, "exposit": 12, "express": [8, 12], "extens": 10, "extrapol": 8, "f": 0, "f_": [7, 9], "f_1": 7, "f_2": 7, "f_3": 7, "face": 8, "factor": 8, "fall": [0, 8], "fals": [1, 2, 5, 12], "fang": 0, "far": [5, 14], "februari": [0, 13], "feder": [0, 10, 15], "feel": 14, "femal": [7, 8], "fer18": 13, "ferenstein": 13, "fert_rat": 2, "fertil": [2, 9], "fetch": 14, "few": [8, 12], "fig": 2, "figur": [2, 7, 8, 12], "file": [5, 8, 12, 14], "filenam": 14, "filer": [5, 8, 12], "final": [2, 14], "final_data_year": 2, "final_year": 2, "financ": [0, 13], "find": [3, 7, 8, 10, 12, 14], "fine": 8, "finish": 6, "finit": [8, 12], "firm": [10, 12], "first": [5, 7, 8, 12, 14], "fiscal": [0, 7, 13, 15], "fit": [8, 10], "five": [5, 12], "fix": [7, 8, 14], "flexibl": 12, "fobeniu": 7, "focal": 8, "focu": 13, "focus": 15, "follow": [5, 7, 8, 12, 14, 15], "foral": [5, 7, 8, 12], "forb": 13, "forev": 12, "fork": 14, "form": [7, 8], "former": 13, "found": [8, 10, 12], "foundat": 13, "four": [5, 7, 8, 14], "fourth": 7, "frac": [7, 8, 9, 12], "frailei": 13, "frank": 13, "fred": [3, 10], "free": [12, 14], "frequent": 14, "frisch": [0, 10], "frobeniu": [0, 7], "from": [0, 2, 3, 5, 7, 8, 9, 10, 12, 14], "full": [7, 12, 14], "function": [0, 4, 7, 8], "furth": 13, "further": [7, 12], "futur": 0, "g": [0, 7, 12], "g_": 7, "g_n_path": 2, "g_n_ss": 2, "g_y": [5, 10], "g_y_annu": 5, "gain": 8, "gale": [0, 6], "gamma": 10, "gap": 8, "gdp": [10, 15], "geari": 12, "gener": [2, 7, 8, 12, 14, 15], "geq": [7, 12], "get": [7, 8, 14], "get_fert": 2, "get_imm_r": 2, "get_macro_param": 3, "get_mort": 2, "get_pop_obj": 2, "get_tax_function_paramet": 12, "github": 15, "give": [7, 10, 12], "given": [5, 7, 12], "gksw00": 0, "go": [5, 7, 12], "goe": 5, "gokhal": [0, 6], "good": [7, 10, 12, 14], "gordon": 13, "gouveia": [0, 12], "gov": 0, "govern": [6, 7, 12], "graph": [2, 7], "graphdiag": 2, "graphic": 2, "gregori": 13, "gregoryferenstein": 13, "gross": 12, "group": [2, 5, 6, 7, 8, 12], "grow": [5, 7], "growth": [2, 7, 10, 13], "gs94a": 0, "gs94b": 0, "guarante": 12, "guess": 9, "guglielmo": 0, "guid": 15, "guidanc": 14, "h": [0, 7], "ha": [7, 8, 10, 12], "handl": [12, 15], "happen": 14, "hardwar": 14, "has15": 13, "has16": 13, "hassett": 13, "hassett_dynamicscoring_fin": 13, "hat": [5, 7, 12], "have": [2, 5, 7, 8, 9, 12, 14, 15], "hazard": 7, "head": [5, 8], "heavi": 9, "held": 10, "help": 14, "here": [4, 5, 10, 11, 14], "heritag": 13, "heterogen": [0, 8, 12], "hh": 12, "high": 4, "higher": [8, 10], "highest": 8, "histogram": 12, "histori": 8, "hitotsubashi": 0, "hold": 12, "horizon": 7, "host": [12, 14, 15], "hour": [8, 14], "hourli": [0, 8], "hous": 13, "household": [5, 6, 7, 8, 9, 10], "how": [4, 6, 11, 12, 14], "howev": [5, 7, 12], "html": [0, 13], "http": [0, 7, 8, 12, 13, 14], "hump": 0, "hur89": 0, "hurd": [0, 6], "i": [0, 2, 4, 5, 6, 7, 8, 9, 10, 12, 14, 15], "i_": [7, 9], "i_1": 7, "i_2": 7, "i_3": 7, "id": 2, "idea": [0, 13, 14], "ij": 7, "imm_rat": 2, "immigr": [2, 9], "immsolv": 2, "impact": [8, 12, 13], "implement": 15, "impli": [7, 8, 10], "import": 12, "impos": [5, 7], "imposs": 12, "improv": 14, "imput": 8, "incent": 12, "includ": [2, 5, 8, 11, 12, 14], "incom": [0, 6, 13], "incorpor": 12, "increas": [12, 14], "index": [0, 8], "indic": 7, "individu": [0, 8, 12], "inequ": [0, 8], "infant": [2, 7], "infer": 2, "infer_pop": 2, "infin": 5, "influenc": [7, 12], "infmort_r": 2, "infmort_rate_vec": 2, "inform": [7, 14], "inherit": 0, "initi": [2, 5, 7, 9], "initial_data_year": 2, "initial_foreign_debt_ratio": 10, "initial_year": 2, "input": 9, "inquiri": 0, "insid": [8, 12, 14], "instal": 14, "institut": 13, "int": 2, "integr": [0, 13], "inter": 0, "interest": [8, 10, 12, 15], "interfac": [5, 14], "interfer": 14, "intergener": 0, "intern": [8, 12], "interpol": 12, "intertempor": 0, "introduc": 14, "invest": 15, "investor": 10, "ir": [8, 12], "irreduc": 7, "isaac": [0, 13], "isn": 14, "issu": 15, "iter": 7, "its": [7, 13, 14], "j": [0, 5, 6, 8, 12], "jagadeesh": 0, "jame": 0, "januari": [0, 13], "jason": [0, 13], "jeffrei": 13, "jnlbe": 0, "job": 13, "joe": 13, "john": 0, "joseph": 0, "journal": 0, "jpolec": 0, "json": [5, 9, 12], "juli": [0, 13], "june": [0, 13], "karl": 0, "keep": 14, "kei": [8, 12], "kerk": [0, 13], "kevin": 13, "khtestimoni": 13, "know": [7, 12], "kotaro": 0, "kotlikoff": [0, 6], "ks81": 0, "kyle": 13, "l": [0, 13], "labor": [0, 8, 12], "laboratori": [0, 13], "lafleur": 15, "lai01": 0, "laitner": [0, 6], "lambda": 8, "lambda_": 8, "lambda_i": 7, "lambda_j": 12, "languag": 14, "larg": [6, 12, 14], "larger": [8, 14], "largest": 7, "last": [2, 8], "later": 8, "latest": 14, "latter": 5, "laurenc": 0, "law": 13, "lawrenc": 0, "least": [7, 12], "left": [7, 8, 12, 14], "leisur": 0, "length": 2, "leq": [7, 8, 12], "less": 2, "let": [5, 12], "level": [4, 7, 12], "levi": 12, "li_": 8, "liabil": 12, "librari": 14, "life": [2, 8, 9], "lifecycl": [8, 10], "lifetim": [0, 5, 6, 12], "like": [7, 14], "limit": 12, "line": 14, "linear": 12, "link": [0, 4, 12], "list": 4, "live": [6, 7, 14], "ln": 8, "local": 14, "locat": 4, "logic": 15, "logist": 12, "long": [5, 12], "look": [7, 12], "loss": 7, "lower": [8, 12], "m": [7, 12, 14], "mac": 14, "machin": 14, "macro": [0, 4], "macroeconom": [0, 7, 8, 13, 15], "macroeconomi": 8, "made": 14, "magnitud": 7, "magnusson": [0, 13], "mai": [0, 8, 13, 14], "main": [4, 12], "maintain": 14, "major": 15, "make": [4, 7, 8, 10, 12, 14, 15], "male": [7, 8], "mani": [12, 14], "manual": 12, "marcelo": 15, "march": [0, 13], "margin": [0, 10], "mariacristina": 0, "market": [7, 13], "marri": 8, "martin": 0, "massiv": 13, "master": 14, "match": [5, 7, 8, 10, 12], "mathbb": 7, "matheson": 13, "matplotlib": 2, "matric": [0, 5, 7], "matrix": [5, 6, 7], "matter": 14, "max": 2, "max_": 12, "max_ag": 2, "max_i": 12, "max_x": 12, "maximum": [5, 7, 9, 12], "mb": 14, "mean": [8, 12, 13, 14], "measur": [7, 8], "median": 8, "meet": 12, "meghir": 0, "member": [4, 14], "mention": 9, "merg": 14, "mermin": 13, "messag": 14, "method": [1, 4, 7, 12], "methodologi": [8, 12], "metric": 8, "mf17a": 13, "mf17b": 13, "michael": 0, "michel": 13, "micro": [0, 8], "microeconom": [8, 10], "microsimul": [0, 5, 12, 13], "miguel": 0, "mimeo": [0, 13], "min": [5, 12], "min_": 12, "min_ag": 2, "min_i": 12, "min_x": 12, "minimum": 12, "minu": 12, "minut": 14, "miss": 14, "model": [0, 2, 3, 5, 7, 8, 9, 10, 12, 13, 14, 15], "modifi": 12, "modul": [1, 2, 3, 4, 5, 12, 14], "moneco": 0, "monetari": 0, "monoton": 12, "more": [7, 12, 14], "mort_rat": 2, "mortal": [0, 2, 9], "most": [5, 7, 12, 14], "mother": 7, "motiv": 6, "move": 7, "mtr": 12, "mtrx": 12, "mtry": 12, "multipl": 12, "multipli": [5, 12], "must": [5, 12], "n": [0, 2, 7, 12], "n_": [7, 8, 12], "n_t": 7, "name": 14, "nardi": [0, 6], "nation": [0, 7, 8], "navig": 14, "necessari": 14, "necessarili": 12, "need": [5, 6, 7, 9, 12, 14], "needs_puf": 14, "neg": [0, 5, 7, 12], "neglect": 12, "neonat": 7, "neq": 7, "net": [7, 8, 10], "never": 14, "new": [2, 8, 12, 14], "newli": 14, "next": [7, 8, 12, 14], "nice": 9, "nis02": 0, "nis15": 0, "nishiyama": [0, 6, 7], "nmrt": 7, "non": [0, 5, 7, 8, 10, 12], "none": [1, 2, 7], "nonlinear": 12, "nonneg": 7, "nonrestrict": 12, "nonstationari": 5, "nonsteadi": [9, 12], "norbert": 13, "normal": 2, "notat": 12, "note": [5, 7, 8, 11, 12, 13, 14, 15], "notifi": 15, "notori": 12, "novemb": [0, 13], "now": [5, 7, 14], "nta": 8, "nu": 9, "number": [2, 5, 6, 7, 8, 9, 12, 14], "numpi": 2, "ob": 12, "object": [2, 8], "observ": [8, 12], "octob": [0, 13], "offer": 12, "often": [8, 14], "og": [1, 2, 3, 4, 5, 7, 8, 10, 11, 12, 14], "ogusa": [5, 12], "ogusa_default_paramet": [5, 12], "ogzaf": [4, 14], "old": [7, 12], "olg": 0, "omega": [5, 7, 12], "omega_": [7, 9, 12], "omega_cur": 2, "omega_cur_pct": 2, "omega_err": 2, "omega_new": 2, "omega_path_": 2, "omega_ss": 2, "onc": 14, "one": [5, 7, 8, 12, 14], "onli": 14, "open": [0, 12, 13, 14], "openrg": 13, "oper": 14, "opportun": 13, "oppos": 5, "optim": 12, "option": [9, 12], "orazio": 0, "order": [4, 7, 8, 12], "org": [0, 7, 12, 13, 14, 15], "organ": [4, 14], "origin": [2, 7, 14], "other": [5, 7, 8, 12, 14], "otherwis": 8, "our": [5, 7, 8, 10, 11, 12], "out": [0, 8], "outlai": 10, "outlin": [10, 12], "output": [2, 12, 15], "output_path": 1, "outsid": [7, 9, 12], "outstand": 10, "over": [2, 5, 7, 8, 12, 15], "overal": 8, "overcom": 8, "overlap": 15, "overlin": 5, "own": 14, "oxford": 0, "p": [0, 1, 7], "packag": [2, 4, 14, 15], "pag21": 13, "page": [13, 14], "paid": 12, "panel": [8, 12], "paper": [6, 13], "paragraph": 14, "paramet": [2, 4, 5, 7, 8], "parameter": [5, 10, 12], "parametr": 12, "part": 14, "partial": 12, "particip": 7, "particular": [8, 12], "pass": 14, "password": 14, "path": [2, 8, 9, 10], "payer": 12, "pdf": 13, "peak": 8, "per": [5, 7, 8, 10], "percent": [7, 12, 14], "percentil": 8, "perform": 12, "period": [2, 5, 7, 8, 9, 12, 14], "perman": 0, "perron": [0, 7], "persist": 12, "perspect": 0, "pet16": 0, "peterman": [0, 10], "pf": 7, "phi": 12, "phi1": 12, "phi_": 12, "phillip": [0, 10, 13], "pi": 8, "piketti": 0, "pip": 14, "platform": 14, "pleas": [14, 15], "plot": [2, 8, 12], "plot_path": 2, "point": 9, "polici": [0, 5, 12, 13, 15], "polit": 0, "polynomi": 12, "pom20": 13, "pomerleau": 13, "pop_dict": 2, "pop_dist": 2, "pop_rebin": 2, "popest": 0, "popul": [0, 2, 5, 8, 9, 12], "portal": [3, 7], "portion": 8, "posit": [5, 7, 12], "possibl": 14, "potenti": [12, 13], "power": 7, "pr": 15, "practic": 14, "pre_pop_dist": 2, "precautionari": 0, "preced": 14, "precis": 12, "predefin": 12, "predict": 12, "prefer": 7, "present": [8, 12], "preserv": 12, "presid": 13, "press": 0, "previou": [7, 14], "primari": [8, 12], "primit": 7, "print": 2, "prior": [14, 15], "privileg": 14, "prm": 13, "pro": 13, "probabl": 7, "problem": [7, 12], "proce": 14, "process": [0, 7, 8, 12, 14], "produc": [2, 8], "product": [8, 13], "program": [8, 14], "progress": 7, "project": 14, "prompt": 14, "proof": [0, 7], "propens": 0, "properti": 12, "propos": 13, "proposit": 8, "provid": [2, 4, 8, 12, 14, 15], "ps03": 0, "pslmodel": 12, "pubfin": 13, "public": [0, 3, 8, 12, 13], "publicli": [10, 12], "puf": 12, "pull": 15, "purpos": 14, "push": 14, "put": 5, "py": [1, 2, 3, 5, 9, 12], "pypi": 14, "pytest": 14, "qn_corpcut": 13, "qn_eitc_v1": 13, "qn_ogusa_tcja": 13, "qpsd": 3, "qquad": [7, 12], "quad": [5, 7, 8, 12], "quadrat": 12, "quantit": 13, "quantiti": 8, "quarterli": [0, 3], "question": [14, 15], "r": [8, 9, 12, 13], "r_": 12, "ramnath": [0, 8, 13], "randomli": 8, "rang": [7, 8, 10, 12], "rate": [2, 5, 8, 9, 13, 15], "rather": [10, 12], "ratio": [8, 10, 12], "re": [8, 14], "reach": [7, 13], "readi": 14, "readili": 8, "real": [7, 12], "realist": 12, "realiti": 12, "realiz": 8, "rearrang": 12, "reason": [7, 12], "recent": [7, 14], "reconcil": [0, 7], "record": 14, "redistribut": [0, 13], "reduc": [8, 12], "refer": [9, 15], "reflect": 12, "reform": [12, 13], "regard": [6, 12], "regress": 14, "regular": 12, "regularli": 15, "rel": [8, 12], "relat": 12, "relationship": 8, "relax": 7, "releas": 15, "relev": [2, 12], "reli": 3, "reliabl": 12, "remain": [7, 12], "rememb": 14, "remot": 14, "render": 12, "repeal": 13, "repec": [0, 13], "repo": 14, "report": [0, 7, 12, 13, 14], "repositori": [5, 12, 14, 15], "repres": [2, 5, 7, 8, 10, 12], "represent": [7, 8], "request": 15, "requir": [5, 7, 8, 12], "research": 13, "reserv": 10, "resid": 0, "residu": 7, "resolv": 14, "resourc": 12, "respect": [5, 9, 12], "respons": 12, "rest": 5, "restrict": 7, "result": 12, "retir": [0, 9], "return": [2, 10, 12], "revenu": [8, 12, 13, 15], "revert": 14, "review": [0, 13, 14], "rho_": [7, 9], "rho_0": 7, "rho_1": 7, "rho_2": 7, "rich": 12, "richard": [0, 13, 15], "rickecon": 15, "right": [7, 8, 12, 14], "risk": 0, "robert": 0, "robustli": 7, "rohali": 13, "role": 0, "round": 9, "row": 7, "rule": [12, 14], "run": [5, 12, 14], "s215": 0, "sae": 13, "saez": 0, "sai": 7, "salim": 13, "same": [2, 7, 8, 12, 14], "sampl": [8, 12], "satisfi": [7, 12], "save": [0, 2, 8, 12], "scalar": [2, 12], "scale": [8, 10], "scatter": 12, "scholz": [0, 6], "score": 13, "seacelo": 15, "search": 8, "sec": 9, "second": [8, 12, 14], "secondari": [8, 12], "section": [5, 7, 8, 12, 14, 15], "sector": [3, 12], "secular": 0, "secur": [8, 10], "see": [6, 7, 8, 9, 12, 14], "seen": [6, 7], "sefton": 0, "select": [12, 14], "senior": 5, "sens": 7, "sensit": 13, "separ": [8, 12, 14], "septemb": 13, "seri": [5, 7, 13], "servic": [8, 10, 12], "set": [2, 10, 12, 14], "seven": 8, "sex": [0, 7], "sh": 7, "shanthi": [0, 13], "shape": [8, 12], "share": [11, 12, 14], "shift": 12, "shift_": 12, "shift_i": 12, "shift_x": 12, "shifter": 12, "shinichi": 0, "short": 14, "should": [8, 10, 11, 12, 13, 14], "show": [5, 7, 8, 12, 14], "shown": [7, 8, 12, 14], "sigma": 10, "sign": 14, "signific": 12, "similar": [2, 9], "simpli": [7, 8], "simplic": 12, "simplifi": 5, "simul": [0, 2, 12, 13], "sinc": [5, 7, 8, 10], "singl": [0, 8], "site": 13, "situat": 14, "size": 2, "skip": [7, 14], "slope": 8, "small": [7, 12, 14], "smaller": 12, "so": [8, 12, 14], "social": [8, 10], "softwar": 14, "soi": [8, 12], "solut": [7, 12], "solv": [2, 5, 7, 12], "some": [5, 7, 9, 12, 14], "someth": 9, "sort": 8, "sourc": [0, 1, 3, 4, 12, 13, 14, 15], "south": [7, 8, 10, 15], "specif": [6, 7, 8, 10, 12, 14], "specifi": [12, 14], "spend": 12, "split": 5, "squar": [0, 7, 12], "ssa": 8, "sse": 12, "stabil": 12, "stabl": 7, "stai": 15, "standard": [12, 14], "start": [2, 7, 8, 12], "start_year": 2, "state": [0, 2, 5, 9, 12], "statement": [13, 14], "stationar": 5, "stationari": [2, 5, 7], "statist": [0, 8, 12], "statu": [12, 14], "steadi": [2, 5, 9, 12], "step": 14, "steven": 0, "stock": 10, "stone": 12, "store": 12, "str": 2, "straightforward": 7, "strateg": 8, "strauss": [0, 12], "stream": 15, "strictli": [7, 12], "strong": [9, 12], "strongli": 7, "structur": 8, "studi": [0, 6], "studio": 12, "sub": 7, "subject": 12, "submit": 15, "subscript": 12, "subsect": 15, "subsidi": 13, "substitut": 0, "successfulli": 14, "suit": 14, "sum": [7, 12], "sum_": [7, 8, 12], "summar": 12, "summer": [0, 6], "suppli": [0, 8, 11, 12], "support": 12, "sure": 14, "surfac": 12, "surplus": 12, "surv_rat": 2, "survei": 8, "surviv": 2, "suz83": 0, "suzumura": [0, 7], "swift": [0, 13], "switch": [12, 14], "symbol": [9, 12, 14], "sync": 14, "system": [7, 12, 14], "t": [2, 5, 7, 8, 9, 14], "t0": 2, "t_": 12, "t_1": 9, "t_2": 9, "tabl": [8, 9, 12], "table0": 8, "tag": 14, "take": [7, 8, 10, 12, 14], "taken": 10, "tax": [0, 5, 8, 13, 15], "tax_func_typ": 12, "taxcalc": 12, "taxpolicycent": 13, "taxvox": 13, "team": 14, "technic": 0, "technolog": 10, "tell": 14, "term": [7, 8, 12], "termin": 14, "test": [14, 15], "testimoni": 13, "text": [7, 8, 9, 12, 14], "texttt": 5, "than": [2, 7, 8, 10, 14], "thei": [7, 8, 12], "them": [8, 12, 14], "themselv": 12, "theorem": [0, 7], "theoret": [7, 12], "theori": [5, 10, 15], "therebi": 12, "therefor": [5, 8, 12], "theta": 12, "thi": [2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14, 15], "think": 14, "third": 8, "thoma": 0, "thornton": 13, "those": [7, 8, 12, 14], "though": 6, "thread": 15, "three": [7, 8, 12], "threshold": 12, "through": [7, 12, 14, 15], "throughout": 12, "thu": [8, 12], "tild": [7, 12], "time": [2, 5, 7, 8, 9, 12, 15], "tip": 14, "todo": [5, 6, 9, 11, 14], "too": 12, "top": [0, 7], "total": [2, 5, 6, 7, 10, 12], "totper": 2, "totpers_new": 2, "tpc": 13, "tpi": [2, 9], "tr_": 12, "tr_t": 12, "track": 14, "transfer": [0, 5, 8], "transform": 2, "transmiss": [0, 6], "treatment": 7, "tree": 4, "tri": 12, "true": [2, 6, 12], "truncat": 7, "try": 14, "tune": 15, "tupl": 2, "two": [2, 5, 7, 8, 10, 12], "type": [2, 8, 12, 14], "typic": [12, 14], "u": [0, 7, 8, 10, 12, 13], "ubi_": [5, 12], "ubi_growthadj": 5, "ubi_nom_017": 5, "ubi_nom_1864": 5, "ubi_nom_65p": 5, "ubi_nom_max": 5, "ubi_num_017_mat": 5, "ubi_num_1864_mat": 5, "ubi_num_65p_mat": 5, "ubi_t": 5, "ucp": 0, "un": [2, 3, 7], "unadjust": 12, "under": [5, 7, 12, 15], "underli": 12, "unexpectedli": 7, "uniformli": 12, "uniqu": [7, 12], "unit": [0, 5, 7, 8, 10], "univari": 12, "univers": 0, "untest": 14, "until": 7, "up": [4, 5, 7, 8, 12, 14], "upcom": 15, "updat": [5, 9, 13, 14, 15], "upload": 13, "upon": 5, "upper": 14, "upstream": 14, "url": [0, 13], "us": [2, 3, 7, 8, 10, 12, 14, 15], "usa": [2, 5, 8, 11, 12, 14], "user": [2, 10, 12, 14, 15], "usernam": 14, "usual": 14, "util": [0, 10, 12], "v": [0, 7, 9], "v17y1999i1p22": 0, "v47y2019i2p207": 13, "v94y1986i3ps176": 0, "valid": 5, "valu": [3, 5, 8, 10, 12], "valuabl": 12, "varepsilon": 10, "varepsilon_": 8, "variabl": [7, 8, 12], "varieti": 12, "vdot": 7, "ve": [12, 14], "vector": [2, 7, 8, 12], "venti": [0, 6], "veri": 7, "version": [7, 14, 15], "versu": 8, "via": [0, 14], "vice": 13, "view": [4, 12], "vintag": 0, "visual": 12, "vivo": 0, "vw88": 0, "w": [0, 12, 13, 15], "w_": [8, 12], "w_i": 12, "w_t": [8, 12], "wa": 7, "wage": [12, 13, 15], "wai": [5, 7, 8, 12, 13, 14], "want": [2, 7, 12, 14], "wdi": [3, 10], "we": [2, 4, 5, 6, 7, 8, 10, 11, 12, 14], "weak": 9, "weal": 0, "wealth": [0, 6, 8], "web": [12, 14], "weber": 0, "websit": 8, "weight": [7, 12], "well": [5, 7, 12], "were": [7, 12], "what": 15, "whatev": 12, "when": [0, 5, 8, 12, 14], "where": [5, 7, 8, 9, 12, 14], "wherea": 5, "whether": [5, 12], "which": [2, 5, 7, 8, 10, 12, 14, 15], "while": [5, 12], "who": 12, "whose": 8, "wid": 8, "wide": 12, "william": 0, "window": 14, "wise": [0, 6], "wish": 12, "within": [7, 8], "without": [7, 10, 14], "wol15": 0, "wolff": [0, 6], "word": 8, "work": [7, 8, 13, 14], "worker": 8, "workflow": 15, "workforc": 7, "world": [3, 7, 8, 10, 12], "worldbank": 7, "would": [7, 8, 9, 12, 14], "wp": 13, "write": 7, "written": [12, 14], "www": [0, 13], "x": [2, 8], "x_": [8, 12], "x_i": 12, "y": [0, 8], "y_": 12, "y_i": 12, "yang": [0, 6], "year": [0, 2, 7, 8, 10, 12], "yet": 7, "you": [14, 15], "your": 14, "youth": [7, 9], "zaf": [1, 3, 4, 7, 8, 10, 14], "zero": [2, 5, 7], "zeta_": [6, 12], "zeta_d": 10, "zeta_k": 10}, "titles": ["References", "Main Calibration Functions", "Demographics Functions", "Macro Parameter Estimation Functions", "API", "Universal Basic Income (UBI)", "Bequest Process Calibration", "Demographics", "Lifetime Earnings Profiles", "Exogenous Parameters", "Calibration of Macroeconomic Parameters", "Matching Labor, Wealth, and Income Moments", "Tax Functions", "Citations and use cases of OG-ZAF", "Contributor Guide", "OG-ZAF"], "titleterms": {"": [10, 12], "0": 8, "01": 8, "05": 8, "1": 8, "1991": 8, "2003": 8, "2009": 8, "2017": 12, "2018": 8, "42": 12, "5": 8, "accumul": 10, "adjust": 5, "aggreg": 10, "altern": 12, "api": 4, "assumpt": 10, "baselin": [9, 12], "basic": 5, "behavior": 10, "bequest": 6, "calcul": 5, "calibr": [1, 6, 9, 10], "capit": 10, "case": 13, "citat": 13, "cite": 15, "contributor": 14, "core": 15, "current": 12, "cwh": 8, "data": [8, 12], "debt": 10, "default": 12, "demograph": [2, 7], "descript": 12, "disclaim": 15, "earn": 8, "econom": [5, 10], "economi": 10, "effect": 12, "elast": 10, "estim": [3, 8, 12], "excess": 10, "exogen": 9, "expenditur": 10, "factor": 12, "fertil": 7, "fit": 12, "footnot": [5, 12, 14], "foreign": 10, "form": 12, "function": [1, 2, 3, 10, 12], "git": 14, "github": 14, "govern": 10, "growth": 5, "guid": 14, "hold": 10, "household": 12, "immigr": 7, "incom": [5, 8, 11, 12], "initi": [8, 10], "intertempor": 10, "issu": [10, 14], "labor": [10, 11], "law": 12, "level": 8, "lifetim": 8, "list": 9, "log": 8, "macro": 3, "macro_param": 3, "macroeconom": 10, "main": 1, "maintain": 15, "margin": 12, "match": 11, "microeconom": 12, "moment": 11, "mortal": 7, "newli": 10, "og": [13, 15], "ogzaf": [1, 2, 3], "open": 10, "output": 10, "p": 8, "paramet": [3, 9, 10, 12], "path": 7, "percent": 8, "period": 10, "piketti": 8, "popul": 7, "prefer": 10, "process": 6, "product": 10, "profil": 8, "proposit": 7, "pull": 14, "purchas": 10, "python": 14, "rate": [7, 10, 12], "refer": 0, "regress": 8, "request": 14, "saez": 8, "setup": 14, "share": 10, "signific": 8, "simpl": 14, "sourc": 8, "specif": 5, "spend": 10, "state": 7, "steadi": 7, "submit": 14, "substitut": 10, "suppli": 10, "t": 12, "tau": 12, "tau_": 12, "tax": 12, "time": 10, "top": 8, "transfer": [10, 12], "transform": 12, "transit": 7, "ubi": 5, "unit": 12, "univers": 5, "us": 13, "usag": 14, "valu": 9, "veri": 8, "wage": 8, "wealth": 11, "workflow": 14, "x": 12, "y": 12, "zaf": [13, 15]}})
\ No newline at end of file
+Search.setIndex({"alltitles": {"API": [[4, null]], "Aggregate Production Function and Capital Accumulation": [[10, "aggregate-production-function-and-capital-accumulation"]], "Aggregate transfers": [[10, "aggregate-transfers"]], "Alternative Functional Forms": [[12, "alternative-functional-forms"]], "Behavioral Assumptions": [[10, "behavioral-assumptions"]], "Bequest Process Calibration": [[6, null]], "Calculating UBI": [[5, "calculating-ubi"]], "Calibration of Macroeconomic Parameters": [[10, null]], "Capital\u2019s share of output": [[10, "capital-s-share-of-output"]], "Citations and use cases of OG-ZAF": [[13, null]], "Citing OG-ZAF": [[15, "citing-og-zaf"]], "Contributor Guide": [[14, null]], "Core Maintainers": [[15, "core-maintainers"]], "Default Tax Functional Form": [[12, "default-tax-functional-form"]], "Demographics": [[7, null]], "Demographics Functions": [[2, null]], "Description of tax rate function \\tau(x,y) parameters.": [[12, "tabtaxcalctfuncparams"]], "Disclaimer": [[15, "disclaimer"]], "Economic Assumptions": [[10, "economic-assumptions"]], "Effective and Marginal Tax Rates": [[12, "effective-and-marginal-tax-rates"]], "Elasticity of labor supply": [[10, "elasticity-of-labor-supply"]], "Elasticity of substitution": [[10, "elasticity-of-substitution"]], "Estimated baseline current law tax rate function for \\tau_{s,t}(x,y) parameters for s=42, t=2017.": [[12, "tabtaxcalcest42"]], "Exogenous Parameters": [[9, null]], "Factor Transforming Income Units": [[12, "factor-transforming-income-units"]], "Fertility rates": [[7, "fertility-rates"]], "Fitting Tax Functions": [[12, "fitting-tax-functions"]], "Footnotes": [[5, "footnotes"], [12, "footnotes"], [14, "footnotes"]], "Foreign holding of government debt in the initial period": [[10, "foreign-holding-of-government-debt-in-the-initial-period"]], "Foreign holdings of excess capital": [[10, "foreign-holdings-of-excess-capital"]], "Foreign purchases of newly issued debt": [[10, "foreign-purchases-of-newly-issued-debt"]], "Government Debt": [[10, "government-debt"]], "Government Debt, Spending and Transfers": [[10, "government-debt-spending-and-transfers"]], "Government expenditures": [[10, "government-expenditures"]], "Household Transfers": [[12, "household-transfers"]], "Immigration rates": [[7, "immigration-rates"]], "Income at the very top": [[8, "income-at-the-very-top"]], "Incomes at the very top Source: Piketty and Saez (2003) 2018 estimates.": [[8, "tab-top-incomes"]], "Initial log wage regressions. Source: CWHS data, 1991-2009. ** Significant at the 5-percent level (p<0.05). *** Significant at the 1-percent level (p<0.01).": [[8, "tabwage-step1"]], "Intertemporal elasticity of substitution": [[10, "intertemporal-elasticity-of-substitution"]], "Lifetime Earnings Profiles": [[8, null]], "Lifetime Income": [[8, "lifetime-income"]], "List of exogenous parameters and baseline calibration values.": [[9, "tabexogvars"]], "Macro Parameter Estimation Functions": [[3, null]], "Main Calibration Functions": [[1, null]], "Matching Labor, Wealth, and Income Moments": [[11, null]], "Microeconomic Data": [[12, "microeconomic-data"]], "Mortality rates": [[7, "mortality-rates"]], "OG-ZAF": [[15, null]], "Open Economy Parameters": [[10, "open-economy-parameters"]], "Population steady-state and transition path": [[7, "population-steady-state-and-transition-path"]], "Profiles by Lifetime Income": [[8, "profiles-by-lifetime-income"]], "Proposition": [[7, null]], "Rate of time preference": [[10, "rate-of-time-preference"]], "References": [[0, null]], "Setup Git": [[14, "setup-git"]], "Setup Python": [[14, "setup-python"]], "Simple Usage": [[14, "simple-usage"]], "Submitting a GitHub Issue": [[14, "submitting-a-github-issue"]], "Submitting a GitHub Pull Request": [[14, "submitting-a-github-pull-request"]], "Tax Functions": [[12, null]], "UBI specification adjusted for economic growth": [[5, "ubi-specification-adjusted-for-economic-growth"]], "UBI specification not adjusted for economic growth": [[5, "ubi-specification-not-adjusted-for-economic-growth"]], "Universal Basic Income (UBI)": [[5, null]], "Workflow": [[14, "workflow"]], "ogzaf.calibrate": [[1, "ogzaf-calibrate"]], "ogzaf.demographics": [[2, "module-ogzaf.demographics"]], "ogzaf.macro_params": [[3, "module-ogzaf.macro_params"]]}, "docnames": ["content/OGZAF_references", "content/api/calibrate", "content/api/demographics", "content/api/macro_params", "content/api/public_api", "content/calibration/UBI", "content/calibration/bequests", "content/calibration/demographics", "content/calibration/earnings", "content/calibration/exogenous_parameters", "content/calibration/macro", "content/calibration/matching_lwi", "content/calibration/tax_functions", "content/citations", "content/contributing/contributor_guide", "content/intro/intro"], "envversion": {"sphinx": 62, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.viewcode": 1, "sphinxcontrib.bibtex": 9}, "filenames": ["content/OGZAF_references.md", "content/api/calibrate.rst", "content/api/demographics.rst", "content/api/macro_params.rst", "content/api/public_api.rst", "content/calibration/UBI.md", "content/calibration/bequests.md", "content/calibration/demographics.md", "content/calibration/earnings.md", "content/calibration/exogenous_parameters.md", "content/calibration/macro.md", "content/calibration/matching_lwi.md", "content/calibration/tax_functions.md", "content/citations.md", "content/contributing/contributor_guide.md", "content/intro/intro.md"], "indexentries": {"calibration (class in ogzaf.calibrate)": [[1, "ogzaf.calibrate.Calibration", false]], "get_fert() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.get_fert", false]], "get_macro_params() (in module ogzaf.macro_params)": [[3, "ogzaf.macro_params.get_macro_params", false]], "get_mort() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.get_mort", false]], "get_pop_objs() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.get_pop_objs", false]], "immsolve() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.immsolve", false]], "module": [[2, "module-ogzaf.demographics", false], [3, "module-ogzaf.macro_params", false]], "ogzaf.demographics": [[2, "module-ogzaf.demographics", false]], "ogzaf.macro_params": [[3, "module-ogzaf.macro_params", false]], "pop_rebin() (in module ogzaf.demographics)": [[2, "ogzaf.demographics.pop_rebin", false]]}, "objects": {"ogzaf": [[2, 1, 0, "-", "demographics"], [3, 1, 0, "-", "macro_params"]], "ogzaf.calibrate": [[1, 0, 1, "", "Calibration"]], "ogzaf.demographics": [[2, 2, 1, "", "get_fert"], [2, 2, 1, "", "get_mort"], [2, 2, 1, "", "get_pop_objs"], [2, 2, 1, "", "immsolve"], [2, 2, 1, "", "pop_rebin"]], "ogzaf.macro_params": [[3, 2, 1, "", "get_macro_params"]]}, "objnames": {"0": ["py", "class", "Python class"], "1": ["py", "module", "Python module"], "2": ["py", "function", "Python function"]}, "objtypes": {"0": "py:class", "1": "py:module", "2": "py:function"}, "terms": {"": [0, 2, 5, 6, 7, 8, 9, 13, 14], "0": [2, 5, 7, 9, 10, 12], "00": 12, "000": [7, 8, 12], "00000002": 13, "0001": 8, "0009": 8, "001": 8, "002": 8, "0028": 7, "003": 8, "004": 8, "005": 8, "006": 8, "007": 8, "00e": 12, "011": 8, "02": 13, "027": 8, "03": 12, "032": 8, "04": [10, 12], "041": 12, "042": 8, "04e": 12, "05": 12, "058": 8, "06": 12, "065": 8, "07": 13, "070": 8, "072": 8, "08": 12, "09": [8, 12, 13], "09e": 12, "1": [0, 2, 5, 7, 9, 10, 12, 13, 14], "10": [7, 8, 12, 13, 14], "100": [0, 2, 7, 8, 12], "101": 7, "103": 8, "105": 12, "11": [12, 14], "111": 0, "114": 0, "118": 0, "12": [8, 12, 14], "120": [0, 7], "122": 12, "128": 0, "13": 12, "132": 0, "134": 8, "137": 0, "14": 12, "141": [0, 8], "143": 8, "145": 0, "15": [8, 12], "16": [9, 12], "160": [0, 7, 9], "17": [0, 5, 6, 12], "176": 0, "177": 8, "18": [5, 8, 12], "182": 0, "185": 0, "191": 0, "1913": 0, "196": 0, "1961": 10, "1981": [0, 6], "1983": [0, 7], "1986": [0, 10], "1988": [0, 6], "1989": [0, 6], "1994": [0, 6, 12], "1998": 0, "1999": [0, 10], "2": [0, 2, 5, 7, 8, 12, 13, 14], "20": [2, 7, 8, 9, 12], "2000": [0, 6, 7], "2001": [0, 6], "2002": [0, 6], "2003": 0, "2004": [0, 6], "2009": [0, 10], "2010": 0, "2013": [0, 7], "2014": [0, 6], "2015": [0, 6, 7, 10, 13], "2016": [0, 10, 13], "2017": [0, 8, 10, 13], "2017b": 13, "2018": 13, "2019": [0, 7, 10, 12, 13], "2020": 13, "2021": [10, 13], "2022": 7, "2023": [2, 7], "2024": [0, 2, 7], "2026": 2, "207": [0, 13], "21": [7, 8, 12, 13], "215": 0, "22": 0, "23": 12, "24": [0, 14], "25": [8, 12, 14], "25th": 8, "26": [10, 12], "27": 10, "275": [0, 13], "28": 7, "28e": 12, "2d": 12, "3": [0, 2, 7, 8, 10, 12, 14], "30": 13, "30e": 12, "314": 8, "317": [0, 8], "320": 2, "324": 8, "32e": 12, "34e": 12, "35": [0, 12], "36e": 12, "376": 8, "3852": 7, "39": 0, "3d": 12, "4": [0, 2, 7, 8, 9, 10, 12, 13, 14], "40": 14, "400": 12, "4000": 8, "413": 7, "43": 12, "43e": 12, "44": 12, "442": 8, "459": 8, "45e": 12, "47": [0, 7, 13], "474": 0, "5": [0, 2, 7, 10, 12], "50e": 12, "516": 8, "524": 8, "52e": 12, "54": [0, 12], "56": 0, "564": 8, "57": 0, "570": 8, "6": [0, 7, 8, 12], "61": [0, 10], "614ea9032502": 13, "621": 8, "62e": 12, "64": 5, "648": 8, "65": [5, 9], "670": 8, "677": 8, "68": [7, 12], "687": 8, "691": 0, "7": [7, 8, 10, 12], "70": 13, "706": 0, "70pctmtr_qn": 13, "70th": 8, "71": [0, 12], "710": 7, "714": 8, "72": 0, "721": 0, "732": 0, "743": 0, "749": 8, "756": 12, "764879": 0, "768": 0, "779": 0, "77e": 12, "78": 10, "780": 0, "79": 0, "790": 0, "7b": 13, "8": [0, 7, 8], "80": [2, 8, 9, 12], "80th": 8, "81": 12, "813": 0, "81e": 12, "833": 8, "839": 8, "84": 12, "840": 2, "847": 8, "86": 12, "88": [0, 8], "89": 0, "892": 0, "9": [7, 9, 10, 12], "90th": 8, "93": 0, "931": 0, "937": 8, "94": 0, "96": [8, 10, 12], "968": 8, "99": [2, 7], "990": 12, "991": 8, "99th": 8, "A": [0, 5, 6, 7, 12, 13], "And": [5, 12], "As": [5, 7, 8, 10, 12, 14], "At": 7, "But": [7, 9, 10, 12], "By": [7, 12], "For": [2, 7, 8, 10, 12, 13], "If": [7, 14, 15], "In": [7, 8, 9, 12], "It": [7, 12], "No": 14, "On": 13, "One": 12, "That": [7, 8, 12, 14], "The": [0, 4, 5, 6, 7, 8, 10, 12, 13, 14, 15], "Then": 12, "There": 4, "These": [7, 8, 10, 12], "To": [7, 8, 10, 14], "With": [8, 10], "_": [5, 7, 9, 12], "_n": 7, "_t": [7, 12], "abil": [5, 8], "abl": 12, "abmagw99": 0, "about": [4, 7, 14, 15], "abov": [8, 12, 14], "absolut": 7, "access": 12, "accommod": 12, "accord": [7, 10, 12], "account": [8, 14], "accumul": [0, 12], "accur": [7, 12], "accuraci": 14, "achiev": 7, "across": [7, 12], "act": 13, "activ": [2, 7, 9, 12, 14], "actual": [0, 8], "ad": [7, 12, 14], "adam": 13, "add": 14, "addit": [7, 8, 12, 14], "adjust": [7, 8, 12], "administr": [8, 14], "adult": [5, 8], "advantag": 0, "aei": 13, "afford": 13, "africa": [0, 7, 8, 10, 15], "african": 7, "after": [7, 12, 14], "afterward": 14, "ag": [0, 2, 5, 6, 7, 8, 9, 11, 12], "against": 15, "age_": 8, "age_specif": 12, "agent": [0, 2, 7, 8, 12], "aggreg": [0, 15], "al": [6, 7, 8, 10, 12], "alarm": 14, "aliv": 7, "all": [5, 7, 8, 12, 13, 14], "allow": [8, 12, 14, 15], "almost": 7, "along": [5, 7, 12, 14], "alpha_": 8, "alpha_d": 10, "alpha_g": 10, "alpha_t": 10, "alphabet": 4, "alreadi": 14, "also": [4, 7, 9, 10, 12, 14], "alt86": 0, "altern": 8, "although": 7, "altonji": [0, 10], "alwai": 14, "america": [0, 13], "american": [0, 13], "among": [8, 12], "amount": 8, "an": [0, 7, 8, 10, 12, 13, 14, 15], "anaconda": 14, "analog": 12, "analysi": [0, 13, 15], "analyt": 12, "analytical_mtr": 12, "anderson": 13, "angl": 14, "ani": [5, 7, 14], "annual": [0, 7, 10], "anoth": [7, 8, 13, 14], "ant": 12, "anyth": 14, "aperiod": 7, "api": [7, 9, 15], "appear": [8, 12], "appli": [8, 12], "applic": 12, "approach": [7, 8, 12], "appropri": 12, "approxim": 2, "april": [0, 7, 13], "ar": [2, 3, 5, 7, 8, 10, 12, 14, 15], "arang": 7, "arctan": 8, "arg": 2, "argument": 12, "aris": 14, "around": [4, 7], "arrai": 2, "array_lik": 2, "artifici": 7, "ask": 14, "aspect": [8, 12], "asrh": 0, "assign": 8, "associ": [7, 12, 14], "assum": [5, 7, 8, 12], "assumpt": [7, 8, 12], "attanasio": [0, 10], "attrit": 8, "augment": [8, 10], "august": [0, 13], "automat": 14, "avail": [7, 8, 12], "averag": [7, 8, 10, 12], "avg": 12, "avoid": 10, "ax": 12, "axi": 7, "b": [0, 8, 12, 13, 14], "b_": 12, "back": 7, "background": 14, "balanc": 8, "bank": [0, 3, 7, 10], "bar": [7, 12], "base": [5, 10, 12], "basi": 10, "becaus": [5, 7, 8, 12, 14], "been": [12, 15], "befor": [2, 7, 12, 13, 14], "begin": [5, 7], "behavior": 12, "being": 12, "below": [4, 7, 8, 9, 12, 14], "benefit": 5, "benjamin": 13, "bequest": 0, "berkelei": 8, "bes": 0, "best": [8, 12], "beta": 10, "beta_": 8, "better": 12, "between": [2, 5, 7, 8, 10, 12], "bf": 7, "biden": 13, "biggest": 7, "biggl": 12, "biggr": 12, "bigl": [5, 12], "bigr": [5, 12], "birth": 7, "black": 7, "block": [12, 14], "bmatrix": 7, "boldsymbol": [7, 8, 12], "bool": 2, "boolean": 5, "boom": 0, "born": [2, 7], "both": [0, 7, 8, 12], "bound": 12, "bq_t": [6, 12], "bracket": [12, 14], "brain": 12, "branch": 14, "break": [8, 12], "brief": 13, "budget": [5, 6, 12], "bug": 14, "build": 12, "bump": 0, "bureau": [0, 7], "busi": [0, 7], "businesstech": 0, "businesstech24": 0, "bust": 0, "bx": [8, 12], "c": [8, 12, 14], "c_": 12, "calcul": [2, 7, 8, 12], "calibr": [2, 3, 4, 5, 7, 8, 11, 12, 15], "call": [4, 12, 14], "came": [0, 14], "campaign": 13, "can": [5, 7, 8, 12, 13, 14], "cannot": 12, "capit": [0, 8, 12], "capita": [8, 10], "captur": 12, "car09": 0, "carrol": [0, 10], "case": [2, 5, 8, 10, 12, 14], "caus": [0, 7], "cd": 14, "cdot": [7, 12], "censu": [0, 7], "censusbureau15": 0, "center": [5, 13], "central": 14, "certain": [7, 12], "certainti": 2, "chanc": 0, "chang": [0, 7, 8, 10, 12, 13, 14, 15], "chap": 9, "chapter": [5, 6, 7, 8, 9, 12], "charact": 14, "character": [7, 8], "characterist": [0, 12], "charg": 12, "check": [14, 15], "checkout": 14, "child": 5, "children": 5, "choic": 0, "christoph": 0, "citat": 15, "clariti": 12, "class": [1, 4, 5, 12], "clear": [7, 12], "clearli": [7, 12], "click": 14, "clone": 14, "close": [7, 12, 14, 15], "co": 0, "cobb": [10, 12], "code": [4, 5, 7, 8, 9, 12, 14, 15], "coeffici": 12, "cohort": [7, 8], "collabor": 14, "color": 7, "com": [13, 14], "come": [7, 8, 9], "command": 14, "commit": 14, "committe": 13, "common": [5, 8], "compar": 5, "complet": [8, 14], "compon": [8, 12], "composit": 5, "comput": [0, 3, 7, 10, 12, 14], "computation": 12, "conceptu": 7, "conda": 14, "condit": 12, "confid": 7, "conflict": 14, "confus": 14, "congression": 13, "connect": 7, "consecut": [2, 7], "consensu": 6, "consist": [8, 10, 12], "constant": [7, 8, 10, 12], "constrain": [7, 12], "constraint": [5, 6, 12], "consum": 0, "consumpt": [0, 12, 15], "contact": 14, "contain": [12, 14, 15], "content": [13, 14], "continu": [8, 15], "contribut": [14, 15], "contributor": 15, "control": [0, 12, 14], "conveni": 7, "converg": 7, "convert": 10, "convex": 12, "copi": 14, "core": [5, 9, 10, 12, 14], "corner": 14, "corpor": 13, "correct": 12, "correl": 12, "correspond": [2, 7, 8, 12], "costa": 0, "could": 12, "countri": [2, 7], "country_id": [2, 7], "coupl": 8, "cover": 5, "coverag": 14, "cp": [8, 12], "creat": [7, 8, 12, 14], "criteria": 8, "criterion": 12, "curr_pop_dist": 2, "curr_pop_new": 2, "current": [2, 7, 8, 14], "curv": 8, "curvatur": 12, "cut": 13, "cy": 12, "cycl": 8, "d": [0, 12, 14], "dampen": 9, "data": [0, 2, 3, 5, 7, 10, 11, 15], "dataapi": 7, "databas": [3, 8], "dataport": 7, "dataset": [5, 12], "david": 0, "ddot": 7, "de": [0, 6], "de18": 13, "death": [7, 8], "deback": [0, 5, 7, 8, 12, 13], "debt": [3, 12], "decemb": [0, 13], "declin": 14, "decompos": 12, "deduct": 12, "default": 10, "default_paramet": 9, "deficit": 12, "defin": [7, 8, 10, 12], "definit": [7, 8, 10, 12], "degrad": 14, "deliv": [12, 13], "dem": [0, 13], "demog": 7, "demograph": [4, 5, 9, 12], "demographic_data_path": 1, "denardi04": 0, "denardiy14": 0, "dep": 12, "dep15": 13, "dep19": [0, 13], "dep20": 13, "dep21a": 13, "dep21b": 13, "dep_totalinc": 12, "dep_totinc": 12, "depend": [5, 8, 12, 14, 15], "deriv": [3, 12], "describ": [5, 6, 7, 12, 14, 15], "descript": [5, 7, 8, 9, 14], "despit": 12, "detail": [8, 12, 13], "determin": [5, 12], "determinist": 8, "dev": 14, "develop": [7, 10, 12, 15], "df19": 13, "dge": [0, 12, 13], "di": 7, "diagnost": 2, "diagon": 7, "dict": 2, "die": [2, 7], "differ": [2, 6, 7, 8, 12, 14], "differenti": [8, 12], "difficult": 12, "difficulti": [7, 12], "dimens": [2, 8, 12], "diminish": 8, "direct": [7, 12], "directli": [5, 7, 12], "directori": [4, 14], "discount": 8, "discuss": [7, 10, 12], "dispers": 0, "distribut": [0, 2, 5, 6, 7, 8, 9, 11, 12, 13, 14], "disutil": 10, "divid": [5, 7, 12], "do": [5, 7, 8, 9, 12, 14], "document": [4, 5, 10, 12, 14, 15], "dodd": 13, "doe": [5, 8, 12], "doesn": 14, "doi": [0, 13], "dollar": [5, 10, 12, 14], "domest": 10, "don": 14, "done": 8, "dougla": [10, 12], "down": [7, 8], "download": [7, 14], "download_path": [2, 7], "dr17": 0, "drb": [14, 15], "drop": 12, "dure": 7, "dy": [7, 12], "dyn": 7, "dynam": [0, 5, 7, 12, 13, 15], "e": [2, 7, 8, 9, 12, 14], "e_": [8, 12], "each": [2, 4, 5, 6, 7, 8, 12, 14], "eapd": [14, 15], "earlier": 8, "earn": 0, "earner": [0, 8], "easier": 14, "easili": 7, "econom": [0, 2, 7, 8, 9, 13], "econometrica": 0, "economi": [0, 5, 7, 12, 15], "econpap": 0, "edit": 14, "edu": 8, "edward": 0, "eee": 0, "effect": [0, 6, 8, 13], "eigenvalu": 7, "eigenvector": 7, "eitc": 13, "elast": 0, "element": [2, 7, 14], "elementari": 0, "ellips": 0, "ellipt": 10, "emigr": [0, 7], "eml": 8, "emmanuel": [0, 8], "empir": [0, 7, 12], "employ": 10, "enabl": 12, "end": [2, 5, 7, 12, 14], "end_year": [2, 7], "endogen": [8, 10, 12], "endow": 8, "enough": 7, "ensur": [12, 14], "enter": [7, 10, 14], "enterpris": 13, "entri": 7, "env": 14, "environ": 14, "ep17": 0, "epsilon": 12, "eq": 8, "equal": [2, 7, 12], "equat": [7, 8, 12], "equilibrium": [7, 8, 9, 12, 15], "equiv": [7, 8, 12], "equival": [7, 8, 12], "error": [2, 12, 14], "essenti": 12, "estim": [0, 4, 7, 10, 13], "estimate_chi_n": 1, "estimate_tax_funct": 1, "et": [6, 7, 8, 10, 12], "eta_": 12, "etr": 12, "euler": 12, "european": 0, "eva17": 13, "eva18": 13, "evan": [0, 5, 10, 13, 15], "even": 14, "everi": 5, "evid": [0, 12], "evolv": 7, "ex": 12, "exactli": 7, "exampl": [8, 12, 14], "excel": 14, "except": 8, "exclud": [8, 10], "execut": 14, "exhibit": [7, 12], "exist": [5, 7, 15], "exogen": [7, 8, 10], "expand": 12, "expans": 13, "expenditur": 5, "expens": 13, "experi": 13, "exploratori": 0, "exponenti": 12, "exposit": 12, "express": [8, 12], "extens": 10, "extrapol": 8, "f": 0, "f_": [7, 9], "f_1": 7, "f_2": 7, "f_3": 7, "face": 8, "factor": 8, "fail": 7, "fall": [0, 8], "fals": [1, 2, 5, 7, 12], "fang": 0, "far": [5, 14], "februari": [0, 13], "feder": [0, 10, 15], "feel": 14, "femal": [7, 8], "fer18": 13, "ferenstein": 13, "fert_rat": [2, 7], "fert_rates_zaf": 7, "fertil": [2, 9], "fetch": 14, "few": [8, 12], "fig": 2, "figur": [2, 7, 8, 12], "file": [5, 8, 12, 14], "filenam": 14, "filer": [5, 8, 12], "final": [2, 14], "final_data_year": 2, "final_year": 2, "financ": [0, 13], "find": [3, 7, 8, 10, 12, 14], "fine": 8, "finish": 6, "finit": [8, 12], "firm": [10, 12], "first": [5, 7, 8, 12, 14], "fiscal": [0, 7, 13, 15], "fit": [8, 10], "five": [5, 12], "fix": [7, 8, 14], "flexibl": 12, "fobeniu": 7, "focal": 8, "focu": 13, "focus": 15, "follow": [5, 7, 8, 12, 14, 15], "foral": [5, 7, 8, 12], "forb": 13, "forev": 12, "fork": 14, "form": [7, 8], "former": 13, "found": [8, 10, 12], "foundat": 13, "four": [5, 8, 14], "fourth": 7, "frac": [7, 8, 9, 12], "frailei": 13, "frank": 13, "fred": [3, 10], "free": [12, 14], "frequent": 14, "frisch": [0, 10], "frobeniu": [0, 7], "from": [0, 2, 3, 5, 7, 8, 9, 10, 12, 14], "full": [7, 12, 14], "function": [0, 4, 7, 8], "furth": 13, "further": [7, 12], "futur": 0, "g": [0, 7, 12], "g_": 7, "g_n_path": 2, "g_n_ss": 2, "g_y": [5, 10], "g_y_annu": 5, "gain": 8, "gale": [0, 6], "gamma": 10, "gap": 8, "gdp": [10, 15], "geari": 12, "gener": [2, 7, 8, 12, 14, 15], "geq": [7, 12], "get": [7, 8, 14], "get_fert": [2, 7], "get_imm_r": [2, 7], "get_macro_param": 3, "get_mort": [2, 7], "get_pop_obj": 2, "get_tax_function_paramet": 12, "github": 15, "give": [7, 10, 12], "given": [5, 7, 12], "gksw00": 0, "go": [5, 7, 12], "goe": 5, "gokhal": [0, 6], "good": [7, 10, 12, 14], "gordon": 13, "gouveia": [0, 12], "gov": 0, "govern": [6, 7, 12], "graph": [2, 7], "graphdiag": 2, "graphic": 2, "gregori": 13, "gregoryferenstein": 13, "grid": 7, "gross": 12, "group": [2, 5, 6, 7, 8, 12], "grow": [5, 7], "growth": [2, 7, 10, 13], "gs94a": 0, "gs94b": 0, "guarante": 12, "guess": 9, "guglielmo": 0, "guid": 15, "guidanc": 14, "h": [0, 7], "ha": [7, 8, 10, 12], "handl": [12, 15], "happen": 14, "hardwar": 14, "has15": 13, "has16": 13, "hassett": 13, "hassett_dynamicscoring_fin": 13, "hat": [5, 7, 12], "have": [2, 5, 7, 8, 9, 12, 14, 15], "hazard": 7, "head": [5, 8], "heavi": 9, "held": 10, "help": 14, "here": [4, 5, 10, 11, 14], "heritag": 13, "heterogen": [0, 8, 12], "hh": 12, "high": 4, "higher": [8, 10], "highest": 8, "histogram": 12, "histori": 8, "hitotsubashi": 0, "hold": 12, "home": 0, "horizon": 7, "host": [12, 14, 15], "hour": [8, 14], "hourli": [0, 8], "hous": 13, "household": [5, 6, 7, 8, 9, 10], "how": [0, 4, 6, 11, 12, 14], "howev": [5, 7, 12], "hstack": 7, "html": [0, 13], "http": [0, 7, 8, 12, 13, 14], "hump": 0, "hur89": 0, "hurd": [0, 6], "i": [0, 2, 4, 5, 6, 7, 8, 9, 10, 12, 14, 15], "i_": [7, 9], "i_1": 7, "i_2": 7, "i_3": 7, "id": 2, "idea": [0, 13, 14], "ij": 7, "imm_rat": [2, 7], "imm_rates_zaf": 7, "immigr": [2, 9], "immsolv": 2, "impact": [8, 12, 13], "implement": 15, "impli": [7, 8, 10], "import": [7, 12], "impos": [5, 7], "imposs": 12, "improv": 14, "imput": 8, "incent": 12, "includ": [2, 5, 8, 11, 12, 14], "incom": [0, 6, 13], "incorpor": 12, "increas": [12, 14], "increment": 7, "index": [0, 8], "indic": 7, "individu": [0, 8, 12], "inequ": [0, 8], "inf_mort_r": 7, "infant": [2, 7], "infer": 2, "infer_pop": 2, "infin": 5, "influenc": [7, 12], "infmort_r": [2, 7], "infmort_rate_vec": 2, "inform": [7, 14], "inherit": 0, "initi": [2, 5, 7, 9], "initial_data_year": 2, "initial_foreign_debt_ratio": 10, "initial_year": 2, "input": 9, "inquiri": 0, "insid": [8, 12, 14], "instal": 14, "institut": 13, "int": 2, "integr": [0, 13], "inter": 0, "interest": [8, 10, 12, 15], "interfac": [5, 14], "interfer": 14, "intergener": 0, "intern": [8, 12], "interpol": 12, "intertempor": 0, "introduc": 14, "invest": 15, "investor": 10, "ir": [8, 12], "irreduc": 7, "isaac": [0, 13], "isn": 14, "issu": 15, "iter": 7, "its": [7, 13, 14], "j": [0, 5, 6, 8, 12], "jagadeesh": 0, "jame": 0, "januari": [0, 13], "jason": [0, 13], "jeffrei": 13, "jnlbe": 0, "job": 13, "joe": 13, "john": 0, "joseph": 0, "journal": 0, "jpolec": 0, "json": [5, 9, 12], "juli": [0, 13], "june": [0, 13], "just": 7, "karl": 0, "keep": 14, "kei": [8, 12], "kerk": [0, 13], "kevin": 13, "khtestimoni": 13, "know": [7, 12], "kotaro": 0, "kotlikoff": [0, 6], "ks81": 0, "kyle": 13, "l": [0, 13], "labor": [0, 8, 12], "laboratori": [0, 13], "lafleur": 15, "lai01": 0, "laitner": [0, 6], "lambda": 8, "lambda_": 8, "lambda_i": 7, "lambda_j": 12, "languag": 14, "larg": [6, 7, 12, 14], "larger": [8, 14], "largest": 7, "last": [2, 8], "later": 8, "latest": 14, "latter": 5, "laurenc": 0, "law": 13, "lawrenc": 0, "least": [7, 12], "left": [7, 8, 12, 14], "leisur": 0, "length": 2, "leq": [7, 8, 12], "less": 2, "let": [5, 12], "level": [4, 7, 12], "levi": 12, "li_": 8, "liabil": 12, "librari": 14, "life": [2, 8, 9], "lifecycl": [8, 10], "lifestyl": 0, "lifetim": [0, 5, 6, 12], "like": [7, 14], "limit": 12, "line": 14, "linear": 12, "linestyl": 7, "linewidth": 7, "link": [0, 4, 12], "list": 4, "live": [6, 7, 14], "ln": 8, "local": 14, "locat": 4, "logic": 15, "logist": 12, "long": [5, 12], "look": [7, 12], "loss": 7, "lower": [8, 12], "m": [7, 12, 14], "mac": 14, "machin": 14, "macro": [0, 4], "macroeconom": [0, 7, 8, 13, 15], "macroeconomi": 8, "made": [7, 14], "magnitud": 7, "magnusson": [0, 13], "mai": [0, 8, 13, 14], "main": [4, 12], "maintain": 14, "major": [7, 15], "make": [4, 7, 8, 10, 12, 14, 15], "male": [7, 8], "mani": [0, 12, 14], "manual": 12, "marcelo": 15, "march": [0, 13], "margin": [0, 10], "mariacristina": 0, "marker": 7, "market": [7, 13], "marri": 8, "martin": 0, "massiv": 13, "master": 14, "match": [5, 7, 8, 10, 12], "mathbb": 7, "matheson": 13, "matplotlib": [2, 7], "matric": [0, 5, 7], "matrix": [5, 6, 7], "matter": 14, "max": 2, "max_": 12, "max_ag": [2, 7], "max_i": 12, "max_x": 12, "maximum": [5, 7, 9, 12], "mb": 14, "mean": [8, 12, 13, 14], "measur": [7, 8], "median": 8, "meet": 12, "meghir": 0, "member": [4, 14], "men": 7, "mention": 9, "merg": 14, "mermin": 13, "messag": 14, "method": [1, 4, 7, 12], "methodologi": [8, 12], "metric": 8, "mf17a": 13, "mf17b": 13, "michael": 0, "michel": 13, "micro": [0, 8], "microeconom": [8, 10], "microsimul": [0, 5, 12, 13], "might": 7, "migrat": 7, "miguel": 0, "mimeo": [0, 13], "min": [5, 12], "min_": 12, "min_ag": [2, 7], "min_i": 12, "min_x": 12, "minimum": 12, "minu": 12, "minut": 14, "miss": [7, 14], "model": [0, 2, 3, 5, 7, 8, 9, 10, 12, 13, 14, 15], "modifi": 12, "modul": [1, 2, 3, 4, 5, 7, 12, 14], "moneco": 0, "monetari": 0, "monoton": 12, "more": [7, 12, 14], "mort_rat": [2, 7], "mort_rates_zaf": 7, "mortal": [0, 2, 9], "mortil": 7, "most": [5, 7, 12, 14], "mother": 7, "motiv": 6, "move": 7, "mtr": 12, "mtrx": 12, "mtry": 12, "multipl": 12, "multipli": [5, 12], "must": [5, 12], "n": [0, 2, 7, 12], "n_": [7, 8, 12], "n_t": 7, "name": 14, "nardi": [0, 6], "nation": [0, 7, 8], "navig": 14, "necessari": 14, "necessarili": 12, "need": [5, 6, 7, 9, 12, 14], "needs_puf": 14, "neg": [0, 5, 7, 12], "neglect": 12, "neonat": 7, "neq": 7, "net": [7, 8, 10], "never": 14, "new": [0, 2, 8, 12, 14], "newli": 14, "next": [7, 8, 12, 14], "nice": 9, "nis02": 0, "nis15": 0, "nishiyama": [0, 6, 7], "nmrt": 7, "non": [0, 5, 7, 8, 10, 12], "none": [1, 2, 7], "nonlinear": 12, "nonneg": 7, "nonrestrict": 12, "nonstationari": 5, "nonsteadi": [9, 12], "norbert": 13, "normal": 2, "notat": 12, "note": [5, 7, 8, 11, 12, 13, 14, 15], "notifi": 15, "notori": 12, "novemb": [0, 13], "now": [5, 7, 14], "np": 7, "nta": 8, "nu": 9, "number": [2, 5, 6, 7, 8, 9, 12, 14], "numpi": [2, 7], "o": 7, "ob": 12, "object": [2, 8], "observ": [8, 12], "octob": [0, 13], "offer": 12, "often": [8, 14], "og": [1, 2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 14], "ogcor": 7, "ogzaf": [4, 5, 12, 14], "ogzaf_default_paramet": [5, 9, 12], "old": [7, 12], "olg": 0, "omega": [5, 7, 12], "omega_": [7, 9, 12], "omega_cur": 2, "omega_cur_pct": 2, "omega_err": 2, "omega_new": 2, "omega_path_": 2, "omega_ss": 2, "onc": 14, "one": [5, 7, 8, 12, 14], "onli": 14, "open": [0, 12, 13, 14], "openrg": 13, "oper": 14, "opportun": 13, "oppos": 5, "optim": 12, "option": [9, 12], "orazio": 0, "order": [4, 7, 8, 12], "org": [0, 7, 12, 13, 14, 15], "organ": [4, 14], "origin": [2, 7, 14], "other": [5, 7, 8, 12, 14], "otherwis": 8, "our": [5, 7, 8, 10, 11, 12], "out": [0, 7, 8], "outlai": 10, "outlin": [10, 12], "output": [2, 12, 15], "output_path": 1, "outsid": [7, 9, 12], "outstand": 10, "over": [2, 5, 7, 8, 12, 15], "overal": 8, "overcom": 8, "overlap": 15, "overlin": 5, "own": 14, "oxford": 0, "p": [0, 1, 7], "packag": [2, 4, 14, 15], "pag21": 13, "page": [13, 14], "paid": 12, "panel": [8, 12], "paper": [6, 13], "paragraph": 14, "paramet": [2, 4, 5, 7, 8], "parameter": [5, 10, 12], "parametr": 12, "part": 14, "partial": 12, "particip": 7, "particular": [8, 12], "pass": 14, "password": 14, "path": [2, 8, 9, 10], "payer": 12, "pdf": 13, "peak": 8, "peopl": 0, "per": [5, 7, 8, 10], "percent": [7, 12, 14], "percentil": 8, "perform": 12, "period": [2, 5, 7, 8, 9, 12, 14], "perman": 0, "perron": [0, 7], "persist": 12, "perspect": 0, "pet16": 0, "peterman": [0, 10], "pf": 7, "phi": 12, "phi1": 12, "phi_": 12, "phillip": [0, 10, 13], "pi": 8, "piketti": 0, "pip": 14, "platform": 14, "pleas": [14, 15], "plot": [2, 7, 8, 12], "plot_path": [2, 7], "plt": 7, "png": 7, "point": 9, "polici": [0, 5, 12, 13, 15], "polit": 0, "polynomi": 12, "pom20": 13, "pomerleau": 13, "pop_dict": 2, "pop_dist": [2, 7], "pop_rebin": 2, "popest": 0, "popul": [0, 2, 5, 8, 9, 12], "portal": [3, 7], "portion": 8, "posit": [5, 7, 12], "possibl": 14, "potenti": [12, 13], "power": 7, "pr": 15, "practic": 14, "pre": 7, "pre_pop_dist": 2, "precautionari": 0, "preced": 14, "precis": 12, "predefin": 12, "predict": 12, "prefer": 7, "present": [8, 12], "preserv": 12, "presid": 13, "press": 0, "previou": [7, 14], "primari": [8, 12], "primit": 7, "print": 2, "prior": [14, 15], "privileg": 14, "prm": 13, "pro": 13, "probabl": 7, "problem": [7, 12], "proce": 14, "process": [0, 7, 8, 12, 14], "produc": [2, 8], "product": [8, 13], "program": [8, 14], "progress": 7, "project": 14, "prompt": 14, "proof": [0, 7], "propens": 0, "properti": 12, "propos": 13, "proposit": 8, "provid": [2, 4, 8, 12, 14, 15], "ps03": 0, "pslmodel": 12, "pubfin": 13, "public": [0, 3, 8, 12, 13], "publicli": [10, 12], "puf": 12, "pull": 15, "purpos": 14, "push": 14, "put": 5, "py": [1, 2, 3, 5, 7, 9, 12], "pypi": 14, "pyplot": 7, "pytest": 14, "python": 7, "qn_corpcut": 13, "qn_eitc_v1": 13, "qn_ogusa_tcja": 13, "qpsd": 3, "qquad": [7, 12], "quad": [5, 7, 8, 12], "quadrat": 12, "quantit": 13, "quantiti": 8, "quarterli": [0, 3], "question": [14, 15], "r": [7, 8, 9, 12, 13], "r_": 12, "ramnath": [0, 8, 13], "randomli": 8, "rang": [7, 8, 10, 12], "rate": [2, 5, 8, 9, 13, 15], "rather": [10, 12], "ratio": [8, 10, 12], "re": [8, 14], "reach": [7, 13], "readi": 14, "readili": 8, "real": [7, 12], "realist": 12, "realiti": 12, "realiz": 8, "rearrang": 12, "reason": [7, 12], "recent": [7, 14], "reconcil": [0, 7], "record": 14, "red": 7, "redistribut": [0, 13], "reduc": [8, 12], "refer": [9, 15], "reflect": 12, "reform": [12, 13], "regard": [6, 12], "regress": 14, "regular": 12, "regularli": 15, "rel": [8, 12], "relat": 12, "relationship": 8, "relax": 7, "releas": 15, "relev": [2, 12], "reli": 3, "reliabl": 12, "remain": [7, 12], "rememb": 14, "remot": 14, "render": 12, "repeal": 13, "repec": [0, 13], "repo": 14, "report": [0, 7, 12, 13, 14], "repositori": [5, 9, 12, 14, 15], "repres": [2, 5, 7, 8, 10, 12], "represent": [7, 8], "request": 15, "requir": [5, 7, 8, 12], "research": 13, "reserv": 10, "resid": 0, "residu": 7, "resolv": 14, "resourc": 12, "respect": [5, 9, 12], "respons": 12, "rest": 5, "restrict": 7, "result": 12, "retir": [0, 9], "return": [2, 10, 12], "revenu": [8, 12, 13, 15], "revers": 0, "revert": 14, "review": [0, 13, 14], "rho_": [7, 9], "rho_0": 7, "rho_1": 7, "rho_2": 7, "rich": 12, "richard": [0, 13, 15], "rickecon": 15, "right": [7, 8, 12, 14], "risk": 0, "robert": 0, "robustli": 7, "rohali": 13, "role": 0, "round": 9, "row": 7, "rule": [12, 14], "run": [5, 12, 14], "s215": 0, "sae": 13, "saez": 0, "sai": 7, "salim": 13, "same": [2, 7, 8, 12, 14], "sampl": [8, 12], "satisfi": [7, 12], "save": [0, 2, 8, 12], "savefig": 7, "scalar": [2, 12], "scale": [8, 10], "scatter": [7, 12], "scholz": [0, 6], "score": 13, "seacelo": 15, "search": 8, "sec": 9, "second": [8, 12, 14], "secondari": [8, 12], "section": [5, 7, 8, 12, 14, 15], "sector": [3, 12], "secular": 0, "secur": [8, 10], "see": [6, 7, 8, 9, 12, 14], "seen": [6, 7], "sefton": 0, "select": [12, 14], "senior": 5, "sens": 7, "sensit": 13, "separ": [8, 12, 14], "septemb": 13, "seri": [5, 7, 13], "servic": [8, 10, 12], "set": [2, 10, 12, 14], "seven": 8, "sex": [0, 7], "sh": 7, "shanthi": [0, 13], "shape": [8, 12], "share": [11, 12, 14], "shift": 12, "shift_": 12, "shift_i": 12, "shift_x": 12, "shifter": 12, "shinichi": 0, "short": 14, "should": [8, 10, 11, 12, 13, 14], "show": [5, 7, 8, 12, 14], "shown": [7, 8, 12, 14], "sigma": 10, "sign": 14, "signific": [7, 12], "similar": [2, 9], "simpli": [7, 8], "simplic": 12, "simplifi": 5, "simul": [0, 2, 12, 13], "sinc": [5, 7, 8, 10], "singl": [0, 8], "site": [7, 13], "situat": 14, "size": 2, "skip": [7, 14], "slope": 8, "small": [7, 12, 14], "smaller": 12, "so": [8, 12, 14], "social": [8, 10], "softwar": 14, "soi": [8, 12], "solut": [7, 12], "solv": [2, 5, 7, 12], "some": [5, 7, 9, 12, 14], "someth": 9, "sort": 8, "sourc": [0, 1, 3, 4, 12, 13, 14, 15], "south": [0, 7, 8, 10, 15], "specif": [6, 7, 8, 10, 12, 14], "specifi": [12, 14], "spend": 12, "split": 5, "squar": [0, 7, 12], "squeez": 7, "ssa": 8, "sse": 12, "stabil": 12, "stabl": 7, "stai": 15, "standard": [12, 14], "start": [2, 7, 8, 12], "start_year": [2, 7], "state": [0, 2, 5, 9, 12], "statement": [13, 14], "stationar": 5, "stationari": [2, 5, 7], "statist": [0, 8, 12], "statu": [12, 14], "steadi": [2, 5, 9, 12], "step": 14, "steven": 0, "stock": 10, "stone": 12, "store": 12, "str": 2, "straightforward": 7, "strateg": 8, "strauss": [0, 12], "stream": 15, "strictli": [7, 12], "strong": [9, 12], "strongli": 7, "structur": 8, "studi": [0, 6], "studio": 12, "sub": 7, "subject": 12, "submit": 15, "subscript": 12, "subsect": 15, "subsidi": 13, "substitut": 0, "successfulli": 14, "suit": 14, "sum": [7, 12], "sum_": [7, 8, 12], "summar": 12, "summer": [0, 6], "suppli": [0, 8, 11, 12], "support": 12, "sure": 14, "surfac": 12, "surplus": 12, "surv_rat": 2, "survei": 8, "surviv": 2, "suz83": 0, "suzumura": [0, 7], "swift": [0, 13], "switch": [12, 14], "symbol": [9, 12, 14], "sync": 14, "system": [7, 12, 14], "t": [2, 5, 7, 8, 9, 14], "t0": 2, "t_": 12, "t_1": 9, "t_2": 9, "tabl": [8, 9, 12], "table0": 8, "tag": 14, "take": [7, 8, 10, 12, 14], "taken": 10, "tax": [0, 5, 8, 13, 15], "tax_func_typ": 12, "taxcalc": 12, "taxpolicycent": 13, "taxvox": 13, "team": 14, "tech": [0, 7], "technic": 0, "technolog": 10, "tell": 14, "term": [7, 8, 12], "termin": 14, "test": [14, 15], "testimoni": 13, "text": [7, 8, 9, 12, 14], "texttt": 5, "than": [2, 7, 8, 10, 14], "thei": [7, 8, 12], "them": [8, 12, 14], "themselv": 12, "theorem": [0, 7], "theoret": [7, 12], "theori": [5, 10, 15], "therebi": 12, "therefor": [5, 8, 12], "theta": 12, "thi": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14, 15], "think": 14, "third": 8, "thoma": 0, "thornton": 13, "those": [7, 8, 12, 14], "though": 6, "thread": 15, "three": [8, 12], "threshold": 12, "through": [12, 14, 15], "throughout": 12, "thu": [8, 12], "tild": [7, 12], "time": [2, 5, 7, 8, 9, 12, 15], "tip": 14, "todo": [5, 6, 9, 11, 14], "token": 7, "too": 12, "top": [0, 7], "total": [2, 5, 6, 7, 10, 12], "totper": [2, 7], "totpers_new": 2, "tpc": 13, "tpi": [2, 9], "tr_": 12, "tr_t": 12, "track": 14, "transfer": [0, 5, 8], "transform": 2, "transmiss": [0, 6], "treatment": 7, "tree": 4, "trend": 7, "tri": 12, "true": [2, 6, 7, 12], "truncat": 7, "try": 14, "tune": 15, "tupl": 2, "two": [2, 5, 7, 8, 10, 12], "type": [2, 8, 12, 14], "typic": [12, 14], "u": [0, 7, 8, 10, 12, 13], "ubi_": [5, 12], "ubi_growthadj": 5, "ubi_nom_017": 5, "ubi_nom_1864": 5, "ubi_nom_65p": 5, "ubi_nom_max": 5, "ubi_num_017_mat": 5, "ubi_num_1864_mat": 5, "ubi_num_65p_mat": 5, "ubi_t": 5, "ucp": 0, "un": [2, 3, 7], "unadjust": 12, "under": [5, 7, 12, 15], "underli": 12, "unexpectedli": 7, "uniformli": 12, "uniqu": [7, 12], "unit": [0, 5, 7, 8, 10], "univari": 12, "univers": 0, "untest": 14, "until": 7, "up": [4, 5, 7, 8, 12, 14], "upcom": 15, "updat": [5, 9, 13, 14, 15], "upload": 13, "upon": 5, "upper": 14, "upstream": 14, "url": [0, 13], "us": [2, 3, 7, 8, 10, 12, 14, 15], "usa": [2, 8, 11, 14], "user": [2, 10, 12, 14, 15], "usernam": 14, "usual": 14, "util": [0, 10, 12], "v": [0, 7, 9], "v17y1999i1p22": 0, "v47y2019i2p207": 13, "v94y1986i3ps176": 0, "valid": 5, "valu": [3, 5, 8, 10, 12], "valuabl": 12, "varepsilon": 10, "varepsilon_": 8, "variabl": [7, 8, 12], "varieti": 12, "vdot": 7, "ve": [12, 14], "vector": [2, 7, 8, 12], "venti": [0, 6], "veri": 7, "version": [7, 14, 15], "versu": 8, "via": [0, 14], "vice": 13, "view": [4, 12], "vintag": 0, "visibl": 7, "visual": 12, "vivo": 0, "vw88": 0, "w": [0, 12, 13, 15], "w_": [8, 12], "w_i": 12, "w_t": [8, 12], "wa": 7, "wage": [12, 13, 15], "wai": [5, 7, 8, 12, 13, 14], "want": [2, 7, 12, 14], "wdi": [3, 10], "we": [2, 4, 5, 6, 7, 8, 10, 11, 12, 14], "weak": 9, "weal": 0, "wealth": [0, 6, 8], "web": [12, 14], "weber": 0, "websit": 8, "weight": [7, 12], "well": [5, 7, 12], "were": [7, 12], "what": 15, "whatev": 12, "when": [0, 5, 8, 12, 14], "where": [5, 7, 8, 9, 12, 14], "wherea": 5, "whether": [5, 12], "which": [2, 5, 7, 8, 10, 12, 14, 15], "while": [5, 12], "who": 12, "whose": 8, "wid": 8, "wide": 12, "william": 0, "window": 14, "wise": [0, 6], "wish": 12, "within": [7, 8], "without": [7, 10, 14], "wol15": 0, "wolff": [0, 6], "women": 7, "word": 8, "work": [7, 8, 13, 14], "worker": 8, "workflow": 15, "workforc": 7, "world": [3, 7, 8, 10, 12], "worldbank": 7, "would": [7, 8, 9, 12, 14], "wp": 13, "write": 7, "written": [12, 14], "www": [0, 13], "x": [2, 8], "x_": [8, 12], "x_i": 12, "xlabel": 7, "y": [0, 8], "y_": 12, "y_i": 12, "yang": [0, 6], "year": [0, 2, 7, 8, 10, 12], "yet": 7, "ylabel": 7, "you": [7, 14, 15], "your": 14, "youth": [7, 9], "za": 0, "zaf": [1, 3, 4, 5, 7, 8, 9, 10, 12, 14], "zero": [2, 5, 7], "zeta_": [6, 12], "zeta_d": 10, "zeta_k": 10}, "titles": ["References", "Main Calibration Functions", "Demographics Functions", "Macro Parameter Estimation Functions", "API", "Universal Basic Income (UBI)", "Bequest Process Calibration", "Demographics", "Lifetime Earnings Profiles", "Exogenous Parameters", "Calibration of Macroeconomic Parameters", "Matching Labor, Wealth, and Income Moments", "Tax Functions", "Citations and use cases of OG-ZAF", "Contributor Guide", "OG-ZAF"], "titleterms": {"": [10, 12], "0": 8, "01": 8, "05": 8, "1": 8, "1991": 8, "2003": 8, "2009": 8, "2017": 12, "2018": 8, "42": 12, "5": 8, "accumul": 10, "adjust": 5, "aggreg": 10, "altern": 12, "api": 4, "assumpt": 10, "baselin": [9, 12], "basic": 5, "behavior": 10, "bequest": 6, "calcul": 5, "calibr": [1, 6, 9, 10], "capit": 10, "case": 13, "citat": 13, "cite": 15, "contributor": 14, "core": 15, "current": 12, "cwh": 8, "data": [8, 12], "debt": 10, "default": 12, "demograph": [2, 7], "descript": 12, "disclaim": 15, "earn": 8, "econom": [5, 10], "economi": 10, "effect": 12, "elast": 10, "estim": [3, 8, 12], "excess": 10, "exogen": 9, "expenditur": 10, "factor": 12, "fertil": 7, "fit": 12, "footnot": [5, 12, 14], "foreign": 10, "form": 12, "function": [1, 2, 3, 10, 12], "git": 14, "github": 14, "govern": 10, "growth": 5, "guid": 14, "hold": 10, "household": 12, "immigr": 7, "incom": [5, 8, 11, 12], "initi": [8, 10], "intertempor": 10, "issu": [10, 14], "labor": [10, 11], "law": 12, "level": 8, "lifetim": 8, "list": 9, "log": 8, "macro": 3, "macro_param": 3, "macroeconom": 10, "main": 1, "maintain": 15, "margin": 12, "match": 11, "microeconom": 12, "moment": 11, "mortal": 7, "newli": 10, "og": [13, 15], "ogzaf": [1, 2, 3], "open": 10, "output": 10, "p": 8, "paramet": [3, 9, 10, 12], "path": 7, "percent": 8, "period": 10, "piketti": 8, "popul": 7, "prefer": 10, "process": 6, "product": 10, "profil": 8, "proposit": 7, "pull": 14, "purchas": 10, "python": 14, "rate": [7, 10, 12], "refer": 0, "regress": 8, "request": 14, "saez": 8, "setup": 14, "share": 10, "signific": 8, "simpl": 14, "sourc": 8, "specif": 5, "spend": 10, "state": 7, "steadi": 7, "submit": 14, "substitut": 10, "suppli": 10, "t": 12, "tau": 12, "tau_": 12, "tax": 12, "time": 10, "top": 8, "transfer": [10, 12], "transform": 12, "transit": 7, "ubi": 5, "unit": 12, "univers": 5, "us": 13, "usag": 14, "valu": 9, "veri": 8, "wage": 8, "wealth": 11, "workflow": 14, "x": 12, "y": 12, "zaf": [13, 15]}})
\ No newline at end of file