From 8b6870c9e3bd304c86bf1104e08b8a2f6d1d824d Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Mon, 29 Apr 2024 22:37:38 +0000
Subject: [PATCH] Update docs build

---
 .buildinfo                                    |   2 +-
 .../auto_examples_python.zip                  | Bin 2326 -> 2326 bytes
 .../auto_examples_jupyter.zip                 | Bin 6213 -> 6213 bytes
 _images/sphx_glr_simple_arctan_fit_001.png    | Bin 25947 -> 25963 bytes
 _images/sphx_glr_simple_arctan_fit_thumb.png  | Bin 27577 -> 27524 bytes
 _sources/auto_examples/index.rst.txt          |   6 +
 .../model_fitting/EELS_curve_fitting.rst.txt  |   6 +-
 .../auto_examples/model_fitting/index.rst.txt |   3 +
 .../model_fitting/plot_residual.rst.txt       |   8 +-
 .../model_fitting/sg_execution_times.rst.txt  |   8 +-
 .../model_fitting/simple_arctan_fit.rst.txt   |  10 +-
 _sources/sg_execution_times.rst.txt           |   8 +-
 _static/basic.css                             |   2 +-
 _static/doctools.js                           |   2 +-
 _static/language_data.js                      |   4 +-
 _static/searchtools.js                        | 165 +++++++++++-------
 auto_examples/index.html                      |   4 +-
 .../model_fitting/EELS_curve_fitting.html     |  53 +++---
 auto_examples/model_fitting/index.html        |   4 +-
 .../model_fitting/plot_residual.html          |  12 +-
 .../model_fitting/sg_execution_times.html     |  12 +-
 .../model_fitting/simple_arctan_fit.html      |  14 +-
 auto_examples/sg_execution_times.html         |   4 +-
 changes.html                                  |   4 +-
 contributing.html                             |   4 +-
 genindex.html                                 |   4 +-
 index.html                                    |   5 +-
 intro.html                                    |   4 +-
 py-modindex.html                              |   4 +-
 reference/components.html                     |  26 +--
 reference/data.html                           |   8 +-
 reference/index.html                          |   5 +-
 reference/material.html                       |   4 +-
 reference/models.html                         |  22 +--
 reference/signals.html                        |   6 +-
 search.html                                   |   4 +-
 searchindex.js                                |   2 +-
 sg_execution_times.html                       |  12 +-
 user_guide/bibliography.html                  |   4 +-
 user_guide/dielectric_function.html           |   4 +-
 user_guide/eds.html                           |  37 ++--
 user_guide/eels.html                          |  18 +-
 user_guide/index.html                         |   5 +-
 user_guide/install.html                       |   4 +-
 user_guide/metadata_structure.html            |   4 +-
 45 files changed, 294 insertions(+), 223 deletions(-)

diff --git a/.buildinfo b/.buildinfo
index 90c174952..5c146ee36 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
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diff --git a/_sources/auto_examples/index.rst.txt b/_sources/auto_examples/index.rst.txt
index e90cb8158..2f7ccf74b 100644
--- a/_sources/auto_examples/index.rst.txt
+++ b/_sources/auto_examples/index.rst.txt
@@ -13,6 +13,9 @@ Below is a gallery of examples.
 
     <div class="sphx-glr-thumbnails">
 
+.. thumbnail-parent-div-open
+
+.. thumbnail-parent-div-close
 
 .. raw:: html
 
@@ -29,6 +32,7 @@ Below is a gallery of examples on model fitting.
 
     <div class="sphx-glr-thumbnails">
 
+.. thumbnail-parent-div-open
 
 .. raw:: html
 
@@ -81,6 +85,8 @@ Below is a gallery of examples on model fitting.
     </div>
 
 
+.. thumbnail-parent-div-close
+
 .. raw:: html
 
     </div>
diff --git a/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt b/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt
index df68af256..117c107b8 100644
--- a/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt
+++ b/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt
@@ -11,7 +11,7 @@
         :class: sphx-glr-download-link-note
 
         :ref:`Go to the end <sphx_glr_download_auto_examples_model_fitting_EELS_curve_fitting.py>`
-        to download the full example code
+        to download the full example code.
 
 .. rst-class:: sphx-glr-example-title
 
@@ -38,7 +38,7 @@ png file.
 
  .. code-block:: none
 
-
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+
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     44%|████████████████▎                    | 18.7M/42.3M [00:02<00:01, 15.2MB/s]
     51%|██████████████████▊                  | 21.5M/42.3M [00:02<00:01, 15.8MB/s]
     57%|█████████████████████▏               | 24.2M/42.3M [00:02<00:01, 16.1MB/s]
     64%|███████████████████████▌             | 26.9M/42.3M [00:02<00:00, 16.3MB/s]
     70%|█████████████████████████▉           | 29.7M/42.3M [00:02<00:00, 16.5MB/s]
     77%|████████████████████████████▎        | 32.4M/42.3M [00:02<00:00, 16.7MB/s]
     83%|██████████████████████████████▋      | 35.0M/42.3M [00:03<00:00, 16.5MB/s]
     89%|█████████████████████████████████    | 37.7M/42.3M [00:03<00:00, 16.6MB/s]
     96%|███████████████████████████████████▍ | 40.5M/42.3M [00:03<00:00, 16.7MB/s]
      0%|                                              | 0.00/42.3M [00:00<?, ?B/s]
    100%|██████████████████████████████████████| 42.3M/42.3M [00:00<00:00, 260GB/s]
 
 
 
@@ -68,7 +68,7 @@ png file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.511 seconds)
+   **Total running time of the script:** (0 minutes 9.313 seconds)
 
 
 .. _sphx_glr_download_auto_examples_model_fitting_EELS_curve_fitting.py:
diff --git a/_sources/auto_examples/model_fitting/index.rst.txt b/_sources/auto_examples/model_fitting/index.rst.txt
index 6acdaae4c..98f418b4d 100644
--- a/_sources/auto_examples/model_fitting/index.rst.txt
+++ b/_sources/auto_examples/model_fitting/index.rst.txt
@@ -13,6 +13,7 @@ Below is a gallery of examples on model fitting.
 
     <div class="sphx-glr-thumbnails">
 
+.. thumbnail-parent-div-open
 
 .. raw:: html
 
@@ -65,6 +66,8 @@ Below is a gallery of examples on model fitting.
     </div>
 
 
+.. thumbnail-parent-div-close
+
 .. raw:: html
 
     </div>
diff --git a/_sources/auto_examples/model_fitting/plot_residual.rst.txt b/_sources/auto_examples/model_fitting/plot_residual.rst.txt
index b8a5cd3a3..02f9f6fe4 100644
--- a/_sources/auto_examples/model_fitting/plot_residual.rst.txt
+++ b/_sources/auto_examples/model_fitting/plot_residual.rst.txt
@@ -11,7 +11,7 @@
         :class: sphx-glr-download-link-note
 
         :ref:`Go to the end <sphx_glr_download_auto_examples_model_fitting_plot_residual.py>`
-        to download the full example code
+        to download the full example code.
 
 .. rst-class:: sphx-glr-example-title
 
@@ -110,7 +110,7 @@ Fit for all navigation positions:
 
  .. code-block:: none
 
-    Exception ignored in: <function tqdm.__del__ at 0x7fd2a28c1c60>
+    Exception ignored in: <function tqdm.__del__ at 0x7f061dc52020>
     Traceback (most recent call last):
       File "/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/tqdm/std.py", line 1148, in __del__
         self.close()
@@ -118,7 +118,7 @@ Fit for all navigation positions:
         self.disp(bar_style='danger', check_delay=False)
         ^^^^^^^^^
     AttributeError: 'tqdm_notebook' object has no attribute 'disp'
-
      0%|          | 0/10 [00:00<?, ?it/s]
    100%|██████████| 10/10 [00:00<00:00, 1492.26it/s]
+
      0%|          | 0/10 [00:00<?, ?it/s]
    100%|██████████| 10/10 [00:00<00:00, 1465.67it/s]
 
 
 
@@ -164,7 +164,7 @@ sphinx_gallery_thumbnail_number = 2
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.562 seconds)
+   **Total running time of the script:** (0 minutes 0.599 seconds)
 
 
 .. _sphx_glr_download_auto_examples_model_fitting_plot_residual.py:
diff --git a/_sources/auto_examples/model_fitting/sg_execution_times.rst.txt b/_sources/auto_examples/model_fitting/sg_execution_times.rst.txt
index 2e78fc41a..2dd6cf749 100644
--- a/_sources/auto_examples/model_fitting/sg_execution_times.rst.txt
+++ b/_sources/auto_examples/model_fitting/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:08.435** total execution time for 3 files **from auto_examples/model_fitting**:
+**00:10.273** total execution time for 3 files **from auto_examples/model_fitting**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_model_fitting_EELS_curve_fitting.py` (``EELS_curve_fitting.py``)
-     - 00:07.511
+     - 00:09.313
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``plot_residual.py``)
-     - 00:00.562
+     - 00:00.599
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``simple_arctan_fit.py``)
-     - 00:00.362
+     - 00:00.361
      - 0.0
diff --git a/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt b/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt
index 1590a66b9..b605fc45e 100644
--- a/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt
+++ b/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt
@@ -11,7 +11,7 @@
         :class: sphx-glr-download-link-note
 
         :ref:`Go to the end <sphx_glr_download_auto_examples_model_fitting_simple_arctan_fit.py>`
-        to download the full example code
+        to download the full example code.
 
 .. rst-class:: sphx-glr-example-title
 
@@ -42,9 +42,9 @@ Fit an arctan function.
     Active: True
     Parameter Name |    Free |      Value |        Std |        Min |        Max | Linear
     ============== | ======= | ========== | ========== | ========== | ========== | ======
-                 A |    True | 0.99682161 | 0.00219186 |       None |       None |   True
-                 k |    True | 1.01951706 | 0.09004865 |       None |       None |  False
-                x0 |    True | -0.0084718 | 0.08091178 |       None |       None |  False
+                 A |    True | 0.99976981 | 0.00211443 |       None |       None |   True
+                 k |    True | 1.04261145 | 0.08938656 |       None |       None |  False
+                x0 |    True | -0.1259175 | 0.07728784 |       None |       None |  False
 
 
 
@@ -91,7 +91,7 @@ Fit an arctan function.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.362 seconds)
+   **Total running time of the script:** (0 minutes 0.361 seconds)
 
 
 .. _sphx_glr_download_auto_examples_model_fitting_simple_arctan_fit.py:
diff --git a/_sources/sg_execution_times.rst.txt b/_sources/sg_execution_times.rst.txt
index d4f4bcf9e..b274238a5 100644
--- a/_sources/sg_execution_times.rst.txt
+++ b/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:08.435** total execution time for 3 files **from all galleries**:
+**00:10.273** total execution time for 3 files **from all galleries**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_model_fitting_EELS_curve_fitting.py` (``../examples/model_fitting/EELS_curve_fitting.py``)
-     - 00:07.511
+     - 00:09.313
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``../examples/model_fitting/plot_residual.py``)
-     - 00:00.562
+     - 00:00.599
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``../examples/model_fitting/simple_arctan_fit.py``)
-     - 00:00.362
+     - 00:00.361
      - 0.0
diff --git a/_static/basic.css b/_static/basic.css
index e760386bd..2af6139e6 100644
--- a/_static/basic.css
+++ b/_static/basic.css
@@ -4,7 +4,7 @@
  *
  * Sphinx stylesheet -- basic theme.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
diff --git a/_static/doctools.js b/_static/doctools.js
index d06a71d75..4d67807d1 100644
--- a/_static/doctools.js
+++ b/_static/doctools.js
@@ -4,7 +4,7 @@
  *
  * Base JavaScript utilities for all Sphinx HTML documentation.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
diff --git a/_static/language_data.js b/_static/language_data.js
index 250f5665f..367b8ed81 100644
--- a/_static/language_data.js
+++ b/_static/language_data.js
@@ -5,7 +5,7 @@
  * This script contains the language-specific data used by searchtools.js,
  * namely the list of stopwords, stemmer, scorer and splitter.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -13,7 +13,7 @@
 var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
 
 
-/* Non-minified version is copied as a separate JS file, is available */
+/* Non-minified version is copied as a separate JS file, if available */
 
 /**
  * Porter Stemmer
diff --git a/_static/searchtools.js b/_static/searchtools.js
index 7918c3fab..92da3f8b2 100644
--- a/_static/searchtools.js
+++ b/_static/searchtools.js
@@ -4,7 +4,7 @@
  *
  * Sphinx JavaScript utilities for the full-text search.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -99,7 +99,7 @@ const _displayItem = (item, searchTerms, highlightTerms) => {
       .then((data) => {
         if (data)
           listItem.appendChild(
-            Search.makeSearchSummary(data, searchTerms)
+            Search.makeSearchSummary(data, searchTerms, anchor)
           );
         // highlight search terms in the summary
         if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
@@ -116,8 +116,8 @@ const _finishSearch = (resultCount) => {
     );
   else
     Search.status.innerText = _(
-      `Search finished, found ${resultCount} page(s) matching the search query.`
-    );
+      "Search finished, found ${resultCount} page(s) matching the search query."
+    ).replace('${resultCount}', resultCount);
 };
 const _displayNextItem = (
   results,
@@ -137,6 +137,22 @@ const _displayNextItem = (
   // search finished, update title and status message
   else _finishSearch(resultCount);
 };
+// Helper function used by query() to order search results.
+// Each input is an array of [docname, title, anchor, descr, score, filename].
+// Order the results by score (in opposite order of appearance, since the
+// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically.
+const _orderResultsByScoreThenName = (a, b) => {
+  const leftScore = a[4];
+  const rightScore = b[4];
+  if (leftScore === rightScore) {
+    // same score: sort alphabetically
+    const leftTitle = a[1].toLowerCase();
+    const rightTitle = b[1].toLowerCase();
+    if (leftTitle === rightTitle) return 0;
+    return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
+  }
+  return leftScore > rightScore ? 1 : -1;
+};
 
 /**
  * Default splitQuery function. Can be overridden in ``sphinx.search`` with a
@@ -160,13 +176,26 @@ const Search = {
   _queued_query: null,
   _pulse_status: -1,
 
-  htmlToText: (htmlString) => {
+  htmlToText: (htmlString, anchor) => {
     const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
-    htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() });
+    for (const removalQuery of [".headerlinks", "script", "style"]) {
+      htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
+    }
+    if (anchor) {
+      const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`);
+      if (anchorContent) return anchorContent.textContent;
+
+      console.warn(
+        `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.`
+      );
+    }
+
+    // if anchor not specified or not found, fall back to main content
     const docContent = htmlElement.querySelector('[role="main"]');
-    if (docContent !== undefined) return docContent.textContent;
+    if (docContent) return docContent.textContent;
+
     console.warn(
-      "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template."
+      "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template."
     );
     return "";
   },
@@ -239,16 +268,7 @@ const Search = {
     else Search.deferQuery(query);
   },
 
-  /**
-   * execute search (requires search index to be loaded)
-   */
-  query: (query) => {
-    const filenames = Search._index.filenames;
-    const docNames = Search._index.docnames;
-    const titles = Search._index.titles;
-    const allTitles = Search._index.alltitles;
-    const indexEntries = Search._index.indexentries;
-
+  _parseQuery: (query) => {
     // stem the search terms and add them to the correct list
     const stemmer = new Stemmer();
     const searchTerms = new Set();
@@ -284,16 +304,32 @@ const Search = {
     // console.info("required: ", [...searchTerms]);
     // console.info("excluded: ", [...excludedTerms]);
 
-    // array of [docname, title, anchor, descr, score, filename]
-    let results = [];
+    return [query, searchTerms, excludedTerms, highlightTerms, objectTerms];
+  },
+
+  /**
+   * execute search (requires search index to be loaded)
+   */
+  _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+    const allTitles = Search._index.alltitles;
+    const indexEntries = Search._index.indexentries;
+
+    // Collect multiple result groups to be sorted separately and then ordered.
+    // Each is an array of [docname, title, anchor, descr, score, filename].
+    const normalResults = [];
+    const nonMainIndexResults = [];
+
     _removeChildren(document.getElementById("search-progress"));
 
-    const queryLower = query.toLowerCase();
+    const queryLower = query.toLowerCase().trim();
     for (const [title, foundTitles] of Object.entries(allTitles)) {
-      if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) {
+      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)
-          results.push([
+          normalResults.push([
             docNames[file],
             titles[file] !== title ? `${titles[file]} > ${title}` : title,
             id !== null ? "#" + id : "",
@@ -308,46 +344,47 @@ const Search = {
     // search for explicit entries in index directives
     for (const [entry, foundEntries] of Object.entries(indexEntries)) {
       if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
-        for (const [file, id] of foundEntries) {
-          let score = Math.round(100 * queryLower.length / entry.length)
-          results.push([
+        for (const [file, id, isMain] of foundEntries) {
+          const score = Math.round(100 * queryLower.length / entry.length);
+          const result = [
             docNames[file],
             titles[file],
             id ? "#" + id : "",
             null,
             score,
             filenames[file],
-          ]);
+          ];
+          if (isMain) {
+            normalResults.push(result);
+          } else {
+            nonMainIndexResults.push(result);
+          }
         }
       }
     }
 
     // lookup as object
     objectTerms.forEach((term) =>
-      results.push(...Search.performObjectSearch(term, objectTerms))
+      normalResults.push(...Search.performObjectSearch(term, objectTerms))
     );
 
     // lookup as search terms in fulltext
-    results.push(...Search.performTermsSearch(searchTerms, excludedTerms));
+    normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms));
 
     // let the scorer override scores with a custom scoring function
-    if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item)));
-
-    // now sort the results by score (in opposite order of appearance, since the
-    // display function below uses pop() to retrieve items) and then
-    // alphabetically
-    results.sort((a, b) => {
-      const leftScore = a[4];
-      const rightScore = b[4];
-      if (leftScore === rightScore) {
-        // same score: sort alphabetically
-        const leftTitle = a[1].toLowerCase();
-        const rightTitle = b[1].toLowerCase();
-        if (leftTitle === rightTitle) return 0;
-        return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
-      }
-      return leftScore > rightScore ? 1 : -1;
-    });
+    if (Scorer.score) {
+      normalResults.forEach((item) => (item[4] = Scorer.score(item)));
+      nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item)));
+    }
+
+    // Sort each group of results by score and then alphabetically by name.
+    normalResults.sort(_orderResultsByScoreThenName);
+    nonMainIndexResults.sort(_orderResultsByScoreThenName);
+
+    // Combine the result groups in (reverse) order.
+    // Non-main index entries are typically arbitrary cross-references,
+    // so display them after other results.
+    let results = [...nonMainIndexResults, ...normalResults];
 
     // remove duplicate search results
     // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
@@ -361,7 +398,12 @@ const Search = {
       return acc;
     }, []);
 
-    results = results.reverse();
+    return results.reverse();
+  },
+
+  query: (query) => {
+    const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query);
+    const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms);
 
     // for debugging
     //Search.lastresults = results.slice();  // a copy
@@ -466,14 +508,18 @@ const Search = {
       // add support for partial matches
       if (word.length > 2) {
         const escapedWord = _escapeRegExp(word);
-        Object.keys(terms).forEach((term) => {
-          if (term.match(escapedWord) && !terms[word])
-            arr.push({ files: terms[term], score: Scorer.partialTerm });
-        });
-        Object.keys(titleTerms).forEach((term) => {
-          if (term.match(escapedWord) && !titleTerms[word])
-            arr.push({ files: titleTerms[word], score: Scorer.partialTitle });
-        });
+        if (!terms.hasOwnProperty(word)) {
+          Object.keys(terms).forEach((term) => {
+            if (term.match(escapedWord))
+              arr.push({ files: terms[term], score: Scorer.partialTerm });
+          });
+        }
+        if (!titleTerms.hasOwnProperty(word)) {
+          Object.keys(titleTerms).forEach((term) => {
+            if (term.match(escapedWord))
+              arr.push({ files: titleTerms[term], score: Scorer.partialTitle });
+          });
+        }
       }
 
       // no match but word was a required one
@@ -496,9 +542,8 @@ const Search = {
 
       // create the mapping
       files.forEach((file) => {
-        if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1)
-          fileMap.get(file).push(word);
-        else fileMap.set(file, [word]);
+        if (!fileMap.has(file)) fileMap.set(file, [word]);
+        else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word);
       });
     });
 
@@ -549,8 +594,8 @@ const Search = {
    * search summary for a given text. keywords is a list
    * of stemmed words.
    */
-  makeSearchSummary: (htmlText, keywords) => {
-    const text = Search.htmlToText(htmlText);
+  makeSearchSummary: (htmlText, keywords, anchor) => {
+    const text = Search.htmlToText(htmlText, anchor);
     if (text === "") return null;
 
     const textLower = text.toLowerCase();
diff --git a/auto_examples/index.html b/auto_examples/index.html
index 231dbc9b5..fb372595a 100644
--- a/auto_examples/index.html
+++ b/auto_examples/index.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -565,7 +565,7 @@ <h1>Model fitting<a class="headerlink" href="#model-fitting" title="Link to this
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/auto_examples/model_fitting/EELS_curve_fitting.html b/auto_examples/model_fitting/EELS_curve_fitting.html
index 8a9659928..eec726fa0 100644
--- a/auto_examples/model_fitting/EELS_curve_fitting.html
+++ b/auto_examples/model_fitting/EELS_curve_fitting.html
@@ -42,7 +42,7 @@
   <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../../_static/doctools.js?v=888ff710"></script>
+    <script src="../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../../_static/copybutton.js?v=ccdb6887"></script>
@@ -450,37 +450,36 @@
   <div class="sphx-glr-download-link-note admonition note">
 <p class="admonition-title">Note</p>
 <p><a class="reference internal" href="#sphx-glr-download-auto-examples-model-fitting-eels-curve-fitting-py"><span class="std std-ref">Go to the end</span></a>
-to download the full example code</p>
+to download the full example code.</p>
 </div>
 <section class="sphx-glr-example-title" id="eels-curve-fitting">
 <span id="sphx-glr-auto-examples-model-fitting-eels-curve-fitting-py"></span><h1>EELS curve fitting<a class="headerlink" href="#eels-curve-fitting" title="Link to this heading">#</a></h1>
 <p>Performs curve fitting to an EELS spectrum, plots the result and saves it as
 png file.</p>
 <img src="../../_images/sphx_glr_EELS_curve_fitting_001.png" srcset="../../_images/sphx_glr_EELS_curve_fitting_001.png" alt="coreloss_spectrum Signal" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>  0%|                                              | 0.00/42.3M [00:00&lt;?, ?B/s]
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- 89%|████████████████████████████████▉    | 37.6M/42.3M [00:02&lt;00:00, 23.1MB/s]
- 96%|███████████████████████████████████▍ | 40.4M/42.3M [00:02&lt;00:00, 23.8MB/s]
+  0%|                                     | 14.3k/42.3M [00:00&lt;08:01, 87.7kB/s]
+  0%|                                      | 54.3k/42.3M [00:00&lt;03:54, 180kB/s]
+  0%|                                       | 134k/42.3M [00:00&lt;02:10, 323kB/s]
+  1%|▎                                      | 290k/42.3M [00:00&lt;01:13, 574kB/s]
+  1%|▌                                     | 606k/42.3M [00:00&lt;00:38, 1.07MB/s]
+  3%|█                                    | 1.24M/42.3M [00:00&lt;00:20, 2.05MB/s]
+  6%|██▏                                  | 2.52M/42.3M [00:01&lt;00:10, 3.95MB/s]
+ 12%|████▍                                | 5.09M/42.3M [00:01&lt;00:04, 7.74MB/s]
+ 18%|██████▊                              | 7.80M/42.3M [00:01&lt;00:03, 10.6MB/s]
+ 25%|█████████▎                           | 10.7M/42.3M [00:01&lt;00:02, 12.9MB/s]
+ 32%|███████████▋                         | 13.4M/42.3M [00:01&lt;00:02, 13.9MB/s]
+ 38%|██████████████                       | 16.0M/42.3M [00:01&lt;00:01, 14.6MB/s]
+ 44%|████████████████▎                    | 18.7M/42.3M [00:02&lt;00:01, 15.2MB/s]
+ 51%|██████████████████▊                  | 21.5M/42.3M [00:02&lt;00:01, 15.8MB/s]
+ 57%|█████████████████████▏               | 24.2M/42.3M [00:02&lt;00:01, 16.1MB/s]
+ 64%|███████████████████████▌             | 26.9M/42.3M [00:02&lt;00:00, 16.3MB/s]
+ 70%|█████████████████████████▉           | 29.7M/42.3M [00:02&lt;00:00, 16.5MB/s]
+ 77%|████████████████████████████▎        | 32.4M/42.3M [00:02&lt;00:00, 16.7MB/s]
+ 83%|██████████████████████████████▋      | 35.0M/42.3M [00:03&lt;00:00, 16.5MB/s]
+ 89%|█████████████████████████████████    | 37.7M/42.3M [00:03&lt;00:00, 16.6MB/s]
+ 96%|███████████████████████████████████▍ | 40.5M/42.3M [00:03&lt;00:00, 16.7MB/s]
   0%|                                              | 0.00/42.3M [00:00&lt;?, ?B/s]
-100%|██████████████████████████████████████| 42.3M/42.3M [00:00&lt;00:00, 278GB/s]
+100%|██████████████████████████████████████| 42.3M/42.3M [00:00&lt;00:00, 260GB/s]
 </pre></div>
 </div>
 <div class="line-block">
@@ -502,7 +501,7 @@
 <a href="https://hyperspy.org/hyperspy-doc/dev/reference/base_classes/model/model1d.html#hyperspy.models.model1d.Model1D.plot" title="hyperspy.models.model1d.Model1D.plot" class="sphx-glr-backref-module-hyperspy-models-model1d sphx-glr-backref-type-py-method"><span class="n">m</span><span class="o">.</span><span class="n">plot</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 7.511 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 9.313 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-model-fitting-eels-curve-fitting-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/037b5aa4752b41748abf69bba9d1cbe4/EELS_curve_fitting.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">EELS_curve_fitting.ipynb</span></code></a></p>
@@ -595,7 +594,7 @@
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/auto_examples/model_fitting/index.html b/auto_examples/model_fitting/index.html
index 76ad8e2ac..7da7943c5 100644
--- a/auto_examples/model_fitting/index.html
+++ b/auto_examples/model_fitting/index.html
@@ -42,7 +42,7 @@
   <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../../_static/doctools.js?v=888ff710"></script>
+    <script src="../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../../_static/copybutton.js?v=ccdb6887"></script>
@@ -541,7 +541,7 @@
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/auto_examples/model_fitting/plot_residual.html b/auto_examples/model_fitting/plot_residual.html
index a83693849..3a8b20c47 100644
--- a/auto_examples/model_fitting/plot_residual.html
+++ b/auto_examples/model_fitting/plot_residual.html
@@ -42,7 +42,7 @@
   <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../../_static/doctools.js?v=888ff710"></script>
+    <script src="../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../../_static/copybutton.js?v=ccdb6887"></script>
@@ -450,7 +450,7 @@
   <div class="sphx-glr-download-link-note admonition note">
 <p class="admonition-title">Note</p>
 <p><a class="reference internal" href="#sphx-glr-download-auto-examples-model-fitting-plot-residual-py"><span class="std std-ref">Go to the end</span></a>
-to download the full example code</p>
+to download the full example code.</p>
 </div>
 <section class="sphx-glr-example-title" id="plot-residual">
 <span id="sphx-glr-auto-examples-model-fitting-plot-residual-py"></span><h1>Plot Residual<a class="headerlink" href="#plot-residual" title="Link to this heading">#</a></h1>
@@ -478,7 +478,7 @@
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="https://hyperspy.org/hyperspy-doc/dev/reference/base_classes/model/basemodel.html#hyperspy.model.BaseModel.multifit" title="hyperspy.model.BaseModel.multifit" class="sphx-glr-backref-module-hyperspy-model sphx-glr-backref-type-py-method"><span class="n">m</span><span class="o">.</span><span class="n">multifit</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Exception ignored in: &lt;function tqdm.__del__ at 0x7fd2a28c1c60&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Exception ignored in: &lt;function tqdm.__del__ at 0x7f061dc52020&gt;
 Traceback (most recent call last):
   File &quot;/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/tqdm/std.py&quot;, line 1148, in __del__
     self.close()
@@ -488,7 +488,7 @@
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   0%|          | 0/10 [00:00&lt;?, ?it/s]
-100%|██████████| 10/10 [00:00&lt;00:00, 1492.26it/s]
+100%|██████████| 10/10 [00:00&lt;00:00, 1465.67it/s]
 </pre></div>
 </div>
 <p>Plot the fitted model with residual:</p>
@@ -500,7 +500,7 @@
 <li><img src="../../_images/sphx_glr_plot_residual_002.png" srcset="../../_images/sphx_glr_plot_residual_002.png" alt="Signal" class = "sphx-glr-multi-img"/></li>
 </ul>
 <p>sphinx_gallery_thumbnail_number = 2</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.562 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.599 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-model-fitting-plot-residual-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">plot_residual.ipynb</span></code></a></p>
@@ -593,7 +593,7 @@
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/auto_examples/model_fitting/sg_execution_times.html b/auto_examples/model_fitting/sg_execution_times.html
index bb799e3de..4db239f1f 100644
--- a/auto_examples/model_fitting/sg_execution_times.html
+++ b/auto_examples/model_fitting/sg_execution_times.html
@@ -42,7 +42,7 @@
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     <script src="../../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../../_static/doctools.js?v=888ff710"></script>
+    <script src="../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../../_static/copybutton.js?v=ccdb6887"></script>
@@ -426,7 +426,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-model-fitting-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:08.435</strong> total execution time for 3 files <strong>from auto_examples/model_fitting</strong>:</p>
+<p><strong>00:10.273</strong> total execution time for 3 files <strong>from auto_examples/model_fitting</strong>:</p>
 <div class="docutils container">
 <style scoped>
 <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -448,15 +448,15 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="EELS_curve_fitting.html#sphx-glr-auto-examples-model-fitting-eels-curve-fitting-py"><span class="std std-ref">EELS curve fitting</span></a> (<code class="docutils literal notranslate"><span class="pre">EELS_curve_fitting.py</span></code>)</p></td>
-<td><p>00:07.511</p></td>
+<td><p>00:09.313</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_residual.html#sphx-glr-auto-examples-model-fitting-plot-residual-py"><span class="std std-ref">Plot Residual</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_residual.py</span></code>)</p></td>
-<td><p>00:00.562</p></td>
+<td><p>00:00.599</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="simple_arctan_fit.html#sphx-glr-auto-examples-model-fitting-simple-arctan-fit-py"><span class="std std-ref">Simple arctan fit</span></a> (<code class="docutils literal notranslate"><span class="pre">simple_arctan_fit.py</span></code>)</p></td>
-<td><p>00:00.362</p></td>
+<td><p>00:00.361</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>
@@ -527,7 +527,7 @@
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/auto_examples/model_fitting/simple_arctan_fit.html b/auto_examples/model_fitting/simple_arctan_fit.html
index 89b68729f..19abd42c4 100644
--- a/auto_examples/model_fitting/simple_arctan_fit.html
+++ b/auto_examples/model_fitting/simple_arctan_fit.html
@@ -42,7 +42,7 @@
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     <script src="../../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../../_static/doctools.js?v=888ff710"></script>
+    <script src="../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../../_static/copybutton.js?v=ccdb6887"></script>
@@ -450,7 +450,7 @@
   <div class="sphx-glr-download-link-note admonition note">
 <p class="admonition-title">Note</p>
 <p><a class="reference internal" href="#sphx-glr-download-auto-examples-model-fitting-simple-arctan-fit-py"><span class="std std-ref">Go to the end</span></a>
-to download the full example code</p>
+to download the full example code.</p>
 </div>
 <section class="sphx-glr-example-title" id="simple-arctan-fit">
 <span id="sphx-glr-auto-examples-model-fitting-simple-arctan-fit-py"></span><h1>Simple arctan fit<a class="headerlink" href="#simple-arctan-fit" title="Link to this heading">#</a></h1>
@@ -460,9 +460,9 @@
 Active: True
 Parameter Name |    Free |      Value |        Std |        Min |        Max | Linear
 ============== | ======= | ========== | ========== | ========== | ========== | ======
-             A |    True | 0.99682161 | 0.00219186 |       None |       None |   True
-             k |    True | 1.01951706 | 0.09004865 |       None |       None |  False
-            x0 |    True | -0.0084718 | 0.08091178 |       None |       None |  False
+             A |    True | 0.99976981 | 0.00211443 |       None |       None |   True
+             k |    True | 1.04261145 | 0.08938656 |       None |       None |  False
+            x0 |    True | -0.1259175 | 0.07728784 |       None |       None |  False
 </pre></div>
 </div>
 <div class="line-block">
@@ -499,7 +499,7 @@
 <a href="https://hyperspy.org/hyperspy-doc/dev/reference/base_classes/model/model1d.html#hyperspy.models.model1d.Model1D.plot" title="hyperspy.models.model1d.Model1D.plot" class="sphx-glr-backref-module-hyperspy-models-model1d sphx-glr-backref-type-py-method"><span class="n">m</span><span class="o">.</span><span class="n">plot</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.362 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.361 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-model-fitting-simple-arctan-fit-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">simple_arctan_fit.ipynb</span></code></a></p>
@@ -592,7 +592,7 @@
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/auto_examples/sg_execution_times.html b/auto_examples/sg_execution_times.html
index 9ce99d0ea..ac0b91cdc 100644
--- a/auto_examples/sg_execution_times.html
+++ b/auto_examples/sg_execution_times.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -519,7 +519,7 @@
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/changes.html b/changes.html
index 8f5d8b835..c4664e729 100644
--- a/changes.html
+++ b/changes.html
@@ -42,7 +42,7 @@
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=ccdb6887"></script>
@@ -607,7 +607,7 @@ <h2>Initiation (2023-10-28)<a class="headerlink" href="#initiation-2023-10-28" t
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/contributing.html b/contributing.html
index f0f9c2df8..d2d790b61 100644
--- a/contributing.html
+++ b/contributing.html
@@ -42,7 +42,7 @@
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=ccdb6887"></script>
@@ -608,7 +608,7 @@ <h2>Releasing a new version<a class="headerlink" href="#releasing-a-new-version"
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/genindex.html b/genindex.html
index bd88fd28c..8632e1c9c 100644
--- a/genindex.html
+++ b/genindex.html
@@ -41,7 +41,7 @@
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=ccdb6887"></script>
@@ -940,7 +940,7 @@ <h2 id="W">W</h2>
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/index.html b/index.html
index 0a5036462..96ec12b65 100644
--- a/index.html
+++ b/index.html
@@ -42,11 +42,12 @@
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=ccdb6887"></script>
     <script src="_static/design-tabs.js?v=36754332"></script>
+    <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script>DOCUMENTATION_OPTIONS.pagename = 'index';</script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
@@ -613,7 +614,7 @@ <h2>License<a class="headerlink" href="#license" title="Link to this heading">#<
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/intro.html b/intro.html
index 2552e32bb..c25c69c9a 100644
--- a/intro.html
+++ b/intro.html
@@ -42,7 +42,7 @@
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=ccdb6887"></script>
@@ -627,7 +627,7 @@ <h2>License<a class="headerlink" href="#license" title="Link to this heading">#<
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/py-modindex.html b/py-modindex.html
index ec87357eb..a9ea0ce86 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -41,7 +41,7 @@
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=ccdb6887"></script>
@@ -491,7 +491,7 @@ <h1>Python Module Index</h1>
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/reference/components.html b/reference/components.html
index c2075417d..068ff8632 100644
--- a/reference/components.html
+++ b/reference/components.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -746,13 +746,13 @@ <h1><a class="reference internal" href="#module-exspy.components" title="exspy.c
 <li><p><strong>centre</strong> (<em>Parameter</em>) – Location of the maximum of the peak.</p></li>
 <li><p><strong>FWHM</strong> (<em>Parameter</em>) – FWHM = <span class="math notranslate nohighlight">\(2 \sigma \sqrt{(2 \log(2))}\)</span> of the Gaussian distribution.</p></li>
 <li><p><strong>gamma</strong> (<em>Parameter</em>) – <span class="math notranslate nohighlight">\(\gamma\)</span> of the Lorentzian distribution.</p></li>
-<li><p><strong>resolution</strong> (<em>Parameter</em>) – </p></li>
-<li><p><strong>shirley_background</strong> (<em>Parameter</em>) – </p></li>
-<li><p><strong>non_isochromaticity</strong> (<em>Parameter</em>) – </p></li>
-<li><p><strong>transmission_function</strong> (<em>Parameter</em>) – </p></li>
-<li><p><strong>spin_orbit_splitting</strong> (<em>Bool</em>) – </p></li>
-<li><p><strong>spin_orbit_branching_ratio</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – </p></li>
-<li><p><strong>spin_orbit_splitting_energy</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – </p></li>
+<li><p><strong>resolution</strong> (<em>Parameter</em>)</p></li>
+<li><p><strong>shirley_background</strong> (<em>Parameter</em>)</p></li>
+<li><p><strong>non_isochromaticity</strong> (<em>Parameter</em>)</p></li>
+<li><p><strong>transmission_function</strong> (<em>Parameter</em>)</p></li>
+<li><p><strong>spin_orbit_splitting</strong> (<em>Bool</em>)</p></li>
+<li><p><strong>spin_orbit_branching_ratio</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>)</p></li>
+<li><p><strong>spin_orbit_splitting_energy</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>)</p></li>
 </ul>
 </dd>
 </dl>
@@ -776,7 +776,7 @@ <h1><a class="reference internal" href="#module-exspy.components" title="exspy.c
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>signal</strong> (<em>Signal1D instance</em>) – </p></li>
+<li><p><strong>signal</strong> (<em>Signal1D instance</em>)</p></li>
 <li><p><strong>x1</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – Defines the left limit of the spectral range to use for the
 estimation.</p></li>
 <li><p><strong>x2</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – Defines the right limit of the spectral range to use for the
@@ -899,9 +899,9 @@ <h1><a class="reference internal" href="#module-exspy.components" title="exspy.c
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>intensity</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – </p></li>
-<li><p><strong>plasmon_energy</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – </p></li>
-<li><p><strong>fwhm</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – </p></li>
+<li><p><strong>intensity</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>)</p></li>
+<li><p><strong>plasmon_energy</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>)</p></li>
+<li><p><strong>fwhm</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>)</p></li>
 <li><p><strong>**kwargs</strong> – Extra keyword arguments are passed to the
 <a class="reference external" href="https://hyperspy.org/hyperspy-doc/dev/reference/api.model/components1D.html#hyperspy.api.model.components1D.Expression" title="(in HyperSpy v2.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">hyperspy._components.expression.Expression</span></code></a> component.</p></li>
 </ul>
@@ -1039,7 +1039,7 @@ <h1><a class="reference internal" href="#module-exspy.components" title="exspy.c
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/reference/data.html b/reference/data.html
index 7915c3331..653a39135 100644
--- a/reference/data.html
+++ b/reference/data.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -566,7 +566,7 @@ <h1><a class="reference internal" href="#module-exspy.data" title="exspy.data"><
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>spectrum_type</strong> (<em>{'coreloss'</em><em>, </em><em>'lowloss'</em><em>, </em><em>'zeroloss'</em><em>, </em><em>'xrayabs'}</em><em>, </em><em>optional</em>) – </p></li>
+<li><p><strong>spectrum_type</strong> (<em>{'coreloss'</em><em>, </em><em>'lowloss'</em><em>, </em><em>'zeroloss'</em><em>, </em><em>'xrayabs'}</em><em>, </em><em>optional</em>)</p></li>
 <li><p><strong>title</strong> (<em>string</em>) – Search spectra titles for a text string.</p></li>
 <li><p><strong>author</strong> (<em>string</em><em>, </em><em>optional</em>) – Search authors for a text string.</p></li>
 <li><p><strong>element</strong> (<em>string</em><em> or </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.12)"><em>list</em></a><em> of </em><em>strings</em><em>, </em><em>optional</em>) – Filter for the presence of one or more element. Each string must
@@ -586,7 +586,7 @@ <h1><a class="reference internal" href="#module-exspy.data" title="exspy.data"><
 <cite>min_energy</cite>`max_energy`. “eq” for equal, “gt” for greater than.
 Deafault values are “gt”/”lt” for <cite>min_energy</cite>`max_energy`
 respectively.</p></li>
-<li><p><strong>monochromated</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a><em> or </em><em>None</em><em> (</em><em>default</em><em>)</em>) – </p></li>
+<li><p><strong>monochromated</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a><em> or </em><em>None</em><em> (</em><em>default</em><em>)</em>)</p></li>
 <li><p><strong>max_n</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a><em>, </em><em>default -1</em>) – Maximum number of spectra to return. -1 to return all.</p></li>
 <li><p><strong>order</strong> (<em>string</em>) – Key to sort results by. Valid keys are:
 * “spectrumType”,
@@ -751,7 +751,7 @@ <h1><a class="reference internal" href="#module-exspy.data" title="exspy.data"><
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/reference/index.html b/reference/index.html
index 76e6b4a6f..1995156c9 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -42,11 +42,12 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
+    <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/index';</script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -577,7 +578,7 @@
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/reference/material.html b/reference/material.html
index 00b747c58..6c3371b8f 100644
--- a/reference/material.html
+++ b/reference/material.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -734,7 +734,7 @@ <h1><a class="reference internal" href="#module-exspy.material" title="exspy.mat
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/reference/models.html b/reference/models.html
index 5edccd1e9..efb1e526e 100644
--- a/reference/models.html
+++ b/reference/models.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -471,13 +471,13 @@ <h1><a class="reference internal" href="#module-exspy.models" title="exspy.model
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>spectrum</strong> (<a class="reference internal" href="signals.html#exspy.signals.EDSSpectrum" title="exspy.signals.EDSSpectrum"><em>EDSSpectrum</em></a><em> (or </em><em>any EDSSpectrum subclass</em><em>) </em><em>instance.</em>) – </p></li>
+<li><p><strong>spectrum</strong> (<a class="reference internal" href="signals.html#exspy.signals.EDSSpectrum" title="exspy.signals.EDSSpectrum"><em>EDSSpectrum</em></a><em> (or </em><em>any EDSSpectrum subclass</em><em>) </em><em>instance.</em>)</p></li>
 <li><p><strong>auto_add_lines</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a>) – If True, automatically add Gaussians for all X-rays generated
 in the energy range by an element, using the edsmodel.add_family_lines
 method.</p></li>
 <li><p><strong>auto_background</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a>) – If True, adds automatically a polynomial order 6 to the model,
 using the edsmodel.add_polynomial_background method.</p></li>
-<li><p><strong>creator.</strong> (<em>Any extra arguments are passed to the Model</em>) – </p></li>
+<li><p><strong>creator.</strong> (<em>Any extra arguments are passed to the Model</em>)</p></li>
 </ul>
 </dd>
 </dl>
@@ -813,13 +813,13 @@ <h1><a class="reference internal" href="#module-exspy.models" title="exspy.model
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>spectrum</strong> (<a class="reference internal" href="signals.html#exspy.signals.EDSSEMSpectrum" title="exspy.signals.EDSSEMSpectrum"><em>EDSSEMSpectrum</em></a>) – </p></li>
+<li><p><strong>spectrum</strong> (<a class="reference internal" href="signals.html#exspy.signals.EDSSEMSpectrum" title="exspy.signals.EDSSEMSpectrum"><em>EDSSEMSpectrum</em></a>)</p></li>
 <li><p><strong>auto_add_lines</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a>) – If True, automatically add Gaussians for all X-rays generated
 in the energy range by an element, using the edsmodel.add_family_lines
 method.</p></li>
 <li><p><strong>auto_background</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a>) – If True, adds automatically a polynomial order 6 to the model,
 using the edsmodel.add_polynomial_background method.</p></li>
-<li><p><strong>constructor.</strong> (<em>Any extra arguments are passed to the Model</em>) – </p></li>
+<li><p><strong>constructor.</strong> (<em>Any extra arguments are passed to the Model</em>)</p></li>
 </ul>
 </dd>
 </dl>
@@ -833,13 +833,13 @@ <h1><a class="reference internal" href="#module-exspy.models" title="exspy.model
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>spectrum</strong> (<a class="reference internal" href="signals.html#exspy.signals.EDSTEMSpectrum" title="exspy.signals.EDSTEMSpectrum"><em>EDSTEMSpectrum</em></a>) – </p></li>
+<li><p><strong>spectrum</strong> (<a class="reference internal" href="signals.html#exspy.signals.EDSTEMSpectrum" title="exspy.signals.EDSTEMSpectrum"><em>EDSTEMSpectrum</em></a>)</p></li>
 <li><p><strong>auto_add_lines</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a>) – If True, automatically add Gaussians for all X-rays generated
 in the energy range by an element, using the edsmodel.add_family_lines
 method.</p></li>
 <li><p><strong>auto_background</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a>) – If True, adds automatically a polynomial order 6 to the model,
 using the edsmodel.add_polynomial_background method.</p></li>
-<li><p><strong>constructor.</strong> (<em>Any extra arguments are passed to the Model</em>) – </p></li>
+<li><p><strong>constructor.</strong> (<em>Any extra arguments are passed to the Model</em>)</p></li>
 </ul>
 </dd>
 </dl>
@@ -853,7 +853,7 @@ <h1><a class="reference internal" href="#module-exspy.models" title="exspy.model
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>spectrum</strong> (<em>a EELSSpectrum instance</em>) – </p></li>
+<li><p><strong>spectrum</strong> (<em>a EELSSpectrum instance</em>)</p></li>
 <li><p><strong>ll</strong> (<em>None</em><em> or </em><a class="reference internal" href="signals.html#exspy.signals.EELSSpectrum" title="exspy.signals.EELSSpectrum"><em>EELSSpectrum</em></a>) – If an EELSSpectrum is provided, it will be assumed that it is
 a low-loss EELS spectrum, and it will be used to simulate the
 effect of multiple scattering by convolving it with the EELS
@@ -1422,8 +1422,8 @@ <h1><a class="reference internal" href="#module-exspy.models" title="exspy.model
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>E1</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – </p></li>
-<li><p><strong>E2</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – </p></li>
+<li><p><strong>E1</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>)</p></li>
+<li><p><strong>E2</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>)</p></li>
 <li><p><strong>powerlaw</strong> (<em>PowerLaw component</em><em> or </em><em>None</em>) – If None, it will try to guess the right component from the
 background components of the model</p></li>
 </ul>
@@ -1592,7 +1592,7 @@ <h1><a class="reference internal" href="#module-exspy.models" title="exspy.model
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/reference/signals.html b/reference/signals.html
index efa793908..a149dac6f 100644
--- a/reference/signals.html
+++ b/reference/signals.html
@@ -42,7 +42,7 @@
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     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
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     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
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@@ -1075,7 +1075,7 @@ <h1><a class="reference internal" href="#module-exspy.signals" title="exspy.sign
 ‘estimate_integration_windows’.
 Else provide an array for which each row corresponds to a X-ray
 line. Each row contains the left and right value of the window.</p></li>
-<li><p><strong>navigator</strong> (str, None, or <a class="reference external" href="https://hyperspy.org/hyperspy-doc/dev/reference/api.signals/BaseSignal.html#hyperspy.api.signals.BaseSignal" title="(in HyperSpy v2.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseSignal</span></code></a> (or subclass).) – </p></li>
+<li><p><strong>navigator</strong> (str, None, or <a class="reference external" href="https://hyperspy.org/hyperspy-doc/dev/reference/api.signals/BaseSignal.html#hyperspy.api.signals.BaseSignal" title="(in HyperSpy v2.0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseSignal</span></code></a> (or subclass).)</p></li>
 <li><p><strong>'auto'</strong> (<em>Allowed string values are</em>) – <ul>
 <li><p>If <code class="docutils literal notranslate"><span class="pre">'auto'</span></code>:</p>
 <ul>
@@ -3084,7 +3084,7 @@ <h1><a class="reference internal" href="#module-exspy.signals" title="exspy.sign
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/search.html b/search.html
index 430219f89..b076689e7 100644
--- a/search.html
+++ b/search.html
@@ -40,7 +40,7 @@
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     <script src="_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=ccdb6887"></script>
@@ -475,7 +475,7 @@ <h1>Search</h1>
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/searchindex.js b/searchindex.js
index 6ab24c457..db6890b1c 100644
--- a/searchindex.js
+++ b/searchindex.js
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\ No newline at end of file
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     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -582,7 +582,7 @@ <h2>Compute the electron energy-loss signal<a class="headerlink" href="#compute-
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/user_guide/eds.html b/user_guide/eds.html
index f097967e1..0ead43b5d 100644
--- a/user_guide/eds.html
+++ b/user_guide/eds.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -554,7 +554,8 @@ <h3>Loading data<a class="headerlink" href="#loading-data" title="Link to this h
 </pre></div>
 </div>
 <figure class="align-center" id="id1">
-<a class="reference internal image-reference" href="../_images/EDS_microscope_parameters_gui.png"><img alt="../_images/EDS_microscope_parameters_gui.png" src="../_images/EDS_microscope_parameters_gui.png" style="width: 350px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_microscope_parameters_gui.png"><img alt="../_images/EDS_microscope_parameters_gui.png" src="../_images/EDS_microscope_parameters_gui.png" style="width: 350px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">EDS microscope parameters preferences window</span><a class="headerlink" href="#id1" title="Link to this image">#</a></p>
 </figcaption>
@@ -570,7 +571,8 @@ <h3>Loading data<a class="headerlink" href="#loading-data" title="Link to this h
 </pre></div>
 </div>
 <figure class="align-center" id="id2">
-<a class="reference internal image-reference" href="../_images/EDS_preferences_gui.png"><img alt="../_images/EDS_preferences_gui.png" src="../_images/EDS_preferences_gui.png" style="width: 400px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_preferences_gui.png"><img alt="../_images/EDS_preferences_gui.png" src="../_images/EDS_preferences_gui.png" style="width: 400px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">EDS preferences window</span><a class="headerlink" href="#id2" title="Link to this image">#</a></p>
 </figcaption>
@@ -595,7 +597,8 @@ <h3>Energy axis<a class="headerlink" href="#energy-axis" title="Link to this hea
 </pre></div>
 </div>
 <figure class="align-center" id="id3">
-<a class="reference internal image-reference" href="../_images/EDS_energy_axis_gui.png"><img alt="../_images/EDS_energy_axis_gui.png" src="../_images/EDS_energy_axis_gui.png" style="width: 280px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_energy_axis_gui.png"><img alt="../_images/EDS_energy_axis_gui.png" src="../_images/EDS_energy_axis_gui.png" style="width: 280px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">Axis properties window</span><a class="headerlink" href="#id3" title="Link to this image">#</a></p>
 </figcaption>
@@ -754,7 +757,8 @@ <h3>Finding elements from energy<a class="headerlink" href="#finding-elements-fr
 </pre></div>
 </div>
 <figure class="align-center" id="id4">
-<a class="reference internal image-reference" href="../_images/EDS_plot_spectrum.png"><img alt="../_images/EDS_plot_spectrum.png" src="../_images/EDS_plot_spectrum.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_plot_spectrum.png"><img alt="../_images/EDS_plot_spectrum.png" src="../_images/EDS_plot_spectrum.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">EDS spectrum</span><a class="headerlink" href="#id4" title="Link to this image">#</a></p>
 </figcaption>
@@ -774,7 +778,8 @@ <h3>Finding elements from energy<a class="headerlink" href="#finding-elements-fr
 </pre></div>
 </div>
 <figure class="align-center" id="id5">
-<a class="reference internal image-reference" href="../_images/EDS_plot_Xray_default.png"><img alt="../_images/EDS_plot_Xray_default.png" src="../_images/EDS_plot_Xray_default.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_plot_Xray_default.png"><img alt="../_images/EDS_plot_Xray_default.png" src="../_images/EDS_plot_Xray_default.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">EDS spectrum plot with line markers</span><a class="headerlink" href="#id5" title="Link to this image">#</a></p>
 </figcaption>
@@ -786,7 +791,8 @@ <h3>Finding elements from energy<a class="headerlink" href="#finding-elements-fr
 </pre></div>
 </div>
 <figure class="align-center" id="id6">
-<a class="reference internal image-reference" href="../_images/EDS_plot_Xray_a.png"><img alt="../_images/EDS_plot_Xray_a.png" src="../_images/EDS_plot_Xray_a.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_plot_Xray_a.png"><img alt="../_images/EDS_plot_Xray_a.png" src="../_images/EDS_plot_Xray_a.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">EDS spectrum plot with a selection of line markers</span><a class="headerlink" href="#id6" title="Link to this image">#</a></p>
 </figcaption>
@@ -814,7 +820,8 @@ <h3>Finding elements from energy<a class="headerlink" href="#finding-elements-fr
 </pre></div>
 </div>
 <figure class="align-center" id="id7">
-<a class="reference internal image-reference" href="../_images/EDS_get_lines_intensity.png"><img alt="../_images/EDS_get_lines_intensity.png" src="../_images/EDS_get_lines_intensity.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_get_lines_intensity.png"><img alt="../_images/EDS_get_lines_intensity.png" src="../_images/EDS_get_lines_intensity.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">Iron map as computed and displayed by <code class="docutils literal notranslate"><span class="pre">get_lines_intensity</span></code></span><a class="headerlink" href="#id7" title="Link to this image">#</a></p>
 </figcaption>
@@ -832,7 +839,8 @@ <h3>Finding elements from energy<a class="headerlink" href="#finding-elements-fr
 </pre></div>
 </div>
 <figure class="align-center">
-<a class="reference internal image-reference" href="../_images/EDS_get_lines_intensity_all.png"><img alt="../_images/EDS_get_lines_intensity_all.png" src="../_images/EDS_get_lines_intensity_all.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_get_lines_intensity_all.png"><img alt="../_images/EDS_get_lines_intensity_all.png" src="../_images/EDS_get_lines_intensity_all.png" style="width: 500px;" />
+</a>
 </figure>
 <p>Finally, the windows of integration can be visualised using
 <a class="reference internal" href="../reference/signals.html#exspy.signals.EDSSpectrum.plot" title="exspy.signals.EDSSpectrum.plot"><code class="xref py py-meth docutils literal notranslate"><span class="pre">plot()</span></code></a> method:</p>
@@ -842,7 +850,8 @@ <h3>Finding elements from energy<a class="headerlink" href="#finding-elements-fr
 </pre></div>
 </div>
 <figure class="align-center" id="id8">
-<a class="reference internal image-reference" href="../_images/EDS_integration_windows.png"><img alt="../_images/EDS_integration_windows.png" src="../_images/EDS_integration_windows.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_integration_windows.png"><img alt="../_images/EDS_integration_windows.png" src="../_images/EDS_integration_windows.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">EDS spectrum with integration windows markers</span><a class="headerlink" href="#id8" title="Link to this image">#</a></p>
 </figcaption>
@@ -867,7 +876,8 @@ <h3>Finding elements from energy<a class="headerlink" href="#finding-elements-fr
 </pre></div>
 </div>
 <figure class="align-center" id="id9">
-<a class="reference internal image-reference" href="../_images/EDS_background_subtraction.png"><img alt="../_images/EDS_background_subtraction.png" src="../_images/EDS_background_subtraction.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_background_subtraction.png"><img alt="../_images/EDS_background_subtraction.png" src="../_images/EDS_background_subtraction.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">EDS spectrum with background subtraction markers.</span><a class="headerlink" href="#id9" title="Link to this image">#</a></p>
 </figcaption>
@@ -976,7 +986,8 @@ <h3>Finding elements from energy<a class="headerlink" href="#finding-elements-fr
 </pre></div>
 </div>
 <figure class="align-center">
-<a class="reference internal image-reference" href="../_images/EDS_fitting.png"><img alt="../_images/EDS_fitting.png" src="../_images/EDS_fitting.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EDS_fitting.png"><img alt="../_images/EDS_fitting.png" src="../_images/EDS_fitting.png" style="width: 500px;" />
+</a>
 </figure>
 <p>The following methods can be used to enable/disable different
 functionalities of X-ray lines when fitting:</p>
@@ -1296,7 +1307,7 @@ <h3>Electron and X-ray range<a class="headerlink" href="#electron-and-x-ray-rang
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/user_guide/eels.html b/user_guide/eels.html
index 492cbef69..de82be62c 100644
--- a/user_guide/eels.html
+++ b/user_guide/eels.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -515,7 +515,8 @@
 </pre></div>
 </div>
 <figure class="align-center" id="id2">
-<a class="reference internal image-reference" href="../_images/EELS_edges_at_energy.png"><img alt="../_images/EELS_edges_at_energy.png" src="../_images/EELS_edges_at_energy.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EELS_edges_at_energy.png"><img alt="../_images/EELS_edges_at_energy.png" src="../_images/EELS_edges_at_energy.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">Labels of edges can be put or removed by toggling the edge buttons.</span><a class="headerlink" href="#id2" title="Link to this image">#</a></p>
 </figcaption>
@@ -524,7 +525,7 @@
 <section id="thickness-estimation">
 <span id="eels-thickness-label"></span><h3>Thickness estimation<a class="headerlink" href="#thickness-estimation" title="Link to this heading">#</a></h3>
 <div class="versionadded">
-<p><span class="versionmodified added">New in version 1.6: </span>Option to compute the absolute thickness, including the angular corrections
+<p><span class="versionmodified added">Added in version 1.6: </span>Option to compute the absolute thickness, including the angular corrections
 and mean free path estimation.</p>
 </div>
 <p>The <a class="reference internal" href="../reference/signals.html#exspy.signals.EELSSpectrum.estimate_thickness" title="exspy.signals.EELSSpectrum.estimate_thickness"><code class="xref py py-meth docutils literal notranslate"><span class="pre">estimate_thickness()</span></code></a> method can
@@ -717,7 +718,8 @@ <h3>Fitting model<a class="headerlink" href="#fitting-model" title="Link to this
 </pre></div>
 </div>
 <figure class="align-center" id="id3">
-<a class="reference internal image-reference" href="../_images/curve_fitting_BN.png"><img alt="../_images/curve_fitting_BN.png" src="../_images/curve_fitting_BN.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/curve_fitting_BN.png"><img alt="../_images/curve_fitting_BN.png" src="../_images/curve_fitting_BN.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">Curve fitting quantification of a boron nitride EELS core-loss spectrum
 from the <a class="reference external" href="https://eelsdb.eu">EELS Data Base</a>.</span><a class="headerlink" href="#id3" title="Link to this image">#</a></p>
@@ -798,7 +800,8 @@ <h3>Fitting model<a class="headerlink" href="#fitting-model" title="Link to this
 <p>If we zoom-in the fine structure region of the Boron-K ionization edge of the BN
 model above, we notice that the fit is actually not very good:</p>
 <figure class="align-center" id="id4">
-<a class="reference internal image-reference" href="../_images/EELS_BN_B_zoomin.png"><img alt="../_images/EELS_BN_B_zoomin.png" src="../_images/EELS_BN_B_zoomin.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EELS_BN_B_zoomin.png"><img alt="../_images/EELS_BN_B_zoomin.png" src="../_images/EELS_BN_B_zoomin.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">Boron-K EELS ionization edge fine structure model using default values</span><a class="headerlink" href="#id4" title="Link to this image">#</a></p>
 </figcaption>
@@ -882,7 +885,8 @@ <h4>Fine structure analysis<a class="headerlink" href="#id1" title="Link to this
 </pre></div>
 </div>
 <figure class="align-center" id="id5">
-<a class="reference internal image-reference" href="../_images/EELS_BN_B_zoomin_with_gaussians.png"><img alt="../_images/EELS_BN_B_zoomin_with_gaussians.png" src="../_images/EELS_BN_B_zoomin_with_gaussians.png" style="width: 500px;" /></a>
+<a class="reference internal image-reference" href="../_images/EELS_BN_B_zoomin_with_gaussians.png"><img alt="../_images/EELS_BN_B_zoomin_with_gaussians.png" src="../_images/EELS_BN_B_zoomin_with_gaussians.png" style="width: 500px;" />
+</a>
 <figcaption>
 <p><span class="caption-text">Boron-K EELS ionization edge fine structure model using two Gaussian functions
 for the first two white-lines, and a spline function for the rest of the
@@ -1005,7 +1009,7 @@ <h4>Fine structure analysis<a class="headerlink" href="#id1" title="Link to this
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/user_guide/index.html b/user_guide/index.html
index 85c123946..766cb6707 100644
--- a/user_guide/index.html
+++ b/user_guide/index.html
@@ -42,11 +42,12 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
+    <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script>DOCUMENTATION_OPTIONS.pagename = 'user_guide/index';</script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
@@ -564,7 +565,7 @@
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/user_guide/install.html b/user_guide/install.html
index f164c415b..68a1dc910 100644
--- a/user_guide/install.html
+++ b/user_guide/install.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -635,7 +635,7 @@ <h2>Updating the package<a class="headerlink" href="#updating-the-package" title
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>
diff --git a/user_guide/metadata_structure.html b/user_guide/metadata_structure.html
index e56b90973..feb0e85df 100644
--- a/user_guide/metadata_structure.html
+++ b/user_guide/metadata_structure.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=ccdb6887"></script>
@@ -821,7 +821,7 @@ <h4>EDS<a class="headerlink" href="#eds" title="Link to this heading">#</a></h4>
         <div class="footer-item">
 
   <p class="sphinx-version">
-    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.3.7.
     <br/>
   </p>
 </div>