From 8ecf220bd688b90d9ccd706cd122975979cf17fa Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Sun, 31 Mar 2024 09:48:24 +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 25851 -> 26127 bytes
 _images/sphx_glr_simple_arctan_fit_thumb.png  | Bin 26907 -> 27795 bytes
 .../model_fitting/EELS_curve_fitting.rst.txt  |   4 +-
 .../model_fitting/plot_residual.rst.txt       |   6 +--
 .../model_fitting/sg_execution_times.rst.txt  |   8 ++--
 .../model_fitting/simple_arctan_fit.rst.txt   |   8 ++--
 _sources/citing.rst.txt                       |   3 +-
 _sources/intro.rst.txt                        |   2 -
 _sources/sg_execution_times.rst.txt           |   8 ++--
 .../model_fitting/EELS_curve_fitting.html     |  44 ++++++++++--------
 .../model_fitting/plot_residual.html          |   6 +--
 .../model_fitting/sg_execution_times.html     |   8 ++--
 .../model_fitting/simple_arctan_fit.html      |   8 ++--
 changes.html                                  |   6 +--
 citing.html                                   |   2 +-
 index.html                                    |   2 +-
 intro.html                                    |   2 +-
 searchindex.js                                |   2 +-
 sg_execution_times.html                       |   8 ++--
 22 files changed, 66 insertions(+), 63 deletions(-)

diff --git a/.buildinfo b/.buildinfo
index 0b33d881f..c261822e5 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: 25ba3277e880366c9c656e601fe3ff23
+config: 47bf694fb161cf4b8278e0766520ec66
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
index 1e687c692fd437e04bb76500956e9e552d286f74..0b609d947610954cbd00bc81a9fe1f69984f9b69 100644
GIT binary patch
delta 64
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delta 64
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diff --git a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
index d3648feb40b463ac2c46b976934b82e922f6f0c3..218c95409e63fc68fcbee111199d89f4cc2887ed 100644
GIT binary patch
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diff --git a/_images/sphx_glr_simple_arctan_fit_001.png b/_images/sphx_glr_simple_arctan_fit_001.png
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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 fce68101c..54ddd1aea 100644
--- a/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt
+++ b/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt
@@ -38,7 +38,7 @@ png file.
 
  .. code-block:: none
 
-
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+
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@@ -68,7 +68,7 @@ png file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.852 seconds)
+   **Total running time of the script:** (0 minutes 10.844 seconds)
 
 
 .. _sphx_glr_download_auto_examples_model_fitting_EELS_curve_fitting.py:
diff --git a/_sources/auto_examples/model_fitting/plot_residual.rst.txt b/_sources/auto_examples/model_fitting/plot_residual.rst.txt
index b90205319..1bfac0493 100644
--- a/_sources/auto_examples/model_fitting/plot_residual.rst.txt
+++ b/_sources/auto_examples/model_fitting/plot_residual.rst.txt
@@ -110,7 +110,7 @@ Fit for all navigation positions:
 
  .. code-block:: none
 
-    Exception ignored in: <function tqdm.__del__ at 0x7fd07bc7a5c0>
+    Exception ignored in: <function tqdm.__del__ at 0x7f3c9ad9a5c0>
     Traceback (most recent call last):
       File "/opt/hostedtoolcache/Python/3.11.8/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'
-
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+
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    100%|██████████| 10/10 [00:00<00:00, 1472.77it/s]
 
 
 
@@ -164,7 +164,7 @@ sphinx_gallery_thumbnail_number = 2
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.565 seconds)
+   **Total running time of the script:** (0 minutes 0.528 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 3b1c37b83..0c022d08f 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
 =================
-**00:08.744** total execution time for 3 files **from auto_examples/model_fitting**:
+**00:11.737** 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``)
-     - 00:07.852
+     - 00:10.844
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``plot_residual.py``)
-     - 00:00.565
+     - 00:00.528
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``simple_arctan_fit.py``)
-     - 00:00.326
+     - 00:00.364
      - 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 8256b8269..a94974f17 100644
--- a/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt
+++ b/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt
@@ -42,9 +42,9 @@ Fit an arctan function.
     Active: True
     Parameter Name |    Free |      Value |        Std |        Min |        Max | Linear
     ============== | ======= | ========== | ========== | ========== | ========== | ======
-                 A |    True | 1.00186931 | 0.00207896 |       None |       None |   True
-                 k |    True | 0.97823846 | 0.07947163 |       None |       None |  False
-                x0 |    True | -0.1353676 | 0.07841803 |       None |       None |  False
+                 A |    True | 0.99638643 | 0.00223930 |       None |       None |   True
+                 k |    True | 1.02006782 | 0.09212029 |       None |       None |  False
+                x0 |    True | 0.00460140 | 0.08267203 |       None |       None |  False
 
 
 
@@ -91,7 +91,7 @@ Fit an arctan function.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.326 seconds)
+   **Total running time of the script:** (0 minutes 0.364 seconds)
 
 
 .. _sphx_glr_download_auto_examples_model_fitting_simple_arctan_fit.py:
diff --git a/_sources/citing.rst.txt b/_sources/citing.rst.txt
index 4af689485..f351798f0 100644
--- a/_sources/citing.rst.txt
+++ b/_sources/citing.rst.txt
@@ -12,5 +12,4 @@ version. If you are citing HoloSpy because you have used it to process data,
 please use the DOI of the specific version that you have employed. You can
 find it by clicking on the DOI badge below:
 
-.. image:: https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg
-   :target: https://doi.org/10.5281/zenodo.10252344
+To be updated after first release.
diff --git a/_sources/intro.rst.txt b/_sources/intro.rst.txt
index e1887ef91..1e8a9bce7 100644
--- a/_sources/intro.rst.txt
+++ b/_sources/intro.rst.txt
@@ -91,8 +91,6 @@ please use the DOI of the specific version that you have employed. You can
 find it by clicking on the DOI badge below.
 
 .. image:: https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg
-   :class: sd-bg-transparent
-   :alt: doi: 10.5281/zenodo.10252344
    :target: https://zenodo.org/doi/10.5281/zenodo.10252344
 
 Citation in the scientific literature
diff --git a/_sources/sg_execution_times.rst.txt b/_sources/sg_execution_times.rst.txt
index 0675d7624..83b8d7a70 100644
--- a/_sources/sg_execution_times.rst.txt
+++ b/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:08.744** total execution time for 3 files **from all galleries**:
+**00:11.737** 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``)
-     - 00:07.852
+     - 00:10.844
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``../examples/model_fitting/plot_residual.py``)
-     - 00:00.565
+     - 00:00.528
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``../examples/model_fitting/simple_arctan_fit.py``)
-     - 00:00.326
+     - 00:00.364
      - 0.0
diff --git a/auto_examples/model_fitting/EELS_curve_fitting.html b/auto_examples/model_fitting/EELS_curve_fitting.html
index 4668ca505..a4e5a97e1 100644
--- a/auto_examples/model_fitting/EELS_curve_fitting.html
+++ b/auto_examples/model_fitting/EELS_curve_fitting.html
@@ -471,25 +471,31 @@
 <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]
-  0%|                                      | 14.3k/42.3M [00:00&lt;05:50, 120kB/s]
-  0%|                                       | 115k/42.3M [00:00&lt;01:13, 573kB/s]
-  1%|▎                                      | 275k/42.3M [00:00&lt;00:49, 843kB/s]
-  1%|▌                                     | 613k/42.3M [00:00&lt;00:26, 1.60MB/s]
-  4%|█▌                                   | 1.84M/42.3M [00:00&lt;00:08, 4.91MB/s]
-  9%|███▏                                 | 3.69M/42.3M [00:00&lt;00:04, 9.09MB/s]
- 15%|█████▌                               | 6.39M/42.3M [00:00&lt;00:02, 14.6MB/s]
- 23%|████████▍                            | 9.68M/42.3M [00:00&lt;00:01, 20.1MB/s]
- 30%|███████████                          | 12.7M/42.3M [00:01&lt;00:01, 20.8MB/s]
- 38%|██████████████                       | 16.1M/42.3M [00:01&lt;00:01, 24.4MB/s]
- 45%|████████████████▊                    | 19.2M/42.3M [00:01&lt;00:00, 26.4MB/s]
- 53%|███████████████████▋                 | 22.5M/42.3M [00:01&lt;00:00, 28.2MB/s]
- 61%|██████████████████████▍              | 25.6M/42.3M [00:01&lt;00:00, 29.0MB/s]
- 68%|█████████████████████████            | 28.7M/42.3M [00:01&lt;00:00, 29.6MB/s]
- 76%|████████████████████████████         | 32.0M/42.3M [00:01&lt;00:00, 30.5MB/s]
- 84%|███████████████████████████████      | 35.4M/42.3M [00:01&lt;00:00, 31.7MB/s]
- 92%|██████████████████████████████████   | 38.9M/42.3M [00:01&lt;00:00, 29.5MB/s]
+  0%|                                     | 14.3k/42.3M [00:00&lt;08:49, 79.8kB/s]
+  0%|                                      | 48.1k/42.3M [00:00&lt;04:36, 153kB/s]
+  0%|                                      | 82.9k/42.3M [00:00&lt;03:53, 181kB/s]
+  0%|▏                                      | 188k/42.3M [00:00&lt;01:55, 364kB/s]
+  1%|▍                                      | 410k/42.3M [00:00&lt;00:57, 722kB/s]
+  2%|▊                                     | 851k/42.3M [00:00&lt;00:29, 1.40MB/s]
+  4%|█▌                                   | 1.73M/42.3M [00:01&lt;00:14, 2.72MB/s]
+  8%|███                                  | 3.48M/42.3M [00:01&lt;00:07, 5.29MB/s]
+ 15%|█████▍                               | 6.28M/42.3M [00:01&lt;00:03, 9.03MB/s]
+ 21%|███████▊                             | 8.94M/42.3M [00:01&lt;00:02, 11.3MB/s]
+ 27%|█████████▊                           | 11.2M/42.3M [00:01&lt;00:02, 12.2MB/s]
+ 33%|████████████                         | 13.8M/42.3M [00:01&lt;00:02, 13.3MB/s]
+ 39%|██████████████▎                      | 16.4M/42.3M [00:02&lt;00:01, 14.1MB/s]
+ 45%|████████████████▌                    | 18.9M/42.3M [00:02&lt;00:01, 14.5MB/s]
+ 51%|██████████████████▋                  | 21.4M/42.3M [00:02&lt;00:01, 14.8MB/s]
+ 57%|█████████████████████                | 24.0M/42.3M [00:02&lt;00:01, 15.2MB/s]
+ 63%|███████████████████████▏             | 26.5M/42.3M [00:02&lt;00:01, 15.4MB/s]
+ 69%|█████████████████████████▍           | 29.0M/42.3M [00:02&lt;00:00, 15.4MB/s]
+ 75%|███████████████████████████▋         | 31.6M/42.3M [00:03&lt;00:00, 15.5MB/s]
+ 81%|█████████████████████████████▉       | 34.2M/42.3M [00:03&lt;00:00, 15.6MB/s]
+ 87%|████████████████████████████████▏    | 36.7M/42.3M [00:03&lt;00:00, 15.7MB/s]
+ 93%|██████████████████████████████████▍  | 39.3M/42.3M [00:03&lt;00:00, 15.7MB/s]
+ 99%|████████████████████████████████████▋| 41.9M/42.3M [00:03&lt;00:00, 15.8MB/s]
   0%|                                              | 0.00/42.3M [00:00&lt;?, ?B/s]
-100%|██████████████████████████████████████| 42.3M/42.3M [00:00&lt;00:00, 156GB/s]
+100%|██████████████████████████████████████| 42.3M/42.3M [00:00&lt;00:00, 270GB/s]
 </pre></div>
 </div>
 <div class="line-block">
@@ -511,7 +517,7 @@
 <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 7.852 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 10.844 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>
diff --git a/auto_examples/model_fitting/plot_residual.html b/auto_examples/model_fitting/plot_residual.html
index ab4d17b67..79406c83f 100644
--- a/auto_examples/model_fitting/plot_residual.html
+++ b/auto_examples/model_fitting/plot_residual.html
@@ -492,7 +492,7 @@
 <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 0x7fd07bc7a5c0&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Exception ignored in: &lt;function tqdm.__del__ at 0x7f3c9ad9a5c0&gt;
 Traceback (most recent call last):
   File &quot;/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/std.py&quot;, line 1148, in __del__
     self.close()
@@ -502,7 +502,7 @@
 AttributeError: &#39;tqdm_notebook&#39; object has no attribute &#39;disp&#39;
 
   0%|          | 0/10 [00:00&lt;?, ?it/s]
-100%|██████████| 10/10 [00:00&lt;00:00, 1460.06it/s]
+100%|██████████| 10/10 [00:00&lt;00:00, 1472.77it/s]
 </pre></div>
 </div>
 <p>Plot the fitted model with residual:</p>
@@ -514,7 +514,7 @@
 <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 0.565 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.528 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>
diff --git a/auto_examples/model_fitting/sg_execution_times.html b/auto_examples/model_fitting/sg_execution_times.html
index a78e0883f..a528c1850 100644
--- a/auto_examples/model_fitting/sg_execution_times.html
+++ b/auto_examples/model_fitting/sg_execution_times.html
@@ -440,7 +440,7 @@
                   
   <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>00:08.744</strong> total execution time for 3 files <strong>from auto_examples/model_fitting</strong>:</p>
+<p><strong>00:11.737</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" />
@@ -462,15 +462,15 @@
 </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>00:07.852</p></td>
+<td><p>00:10.844</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>00:00.565</p></td>
+<td><p>00:00.528</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>00:00.326</p></td>
+<td><p>00:00.364</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>
diff --git a/auto_examples/model_fitting/simple_arctan_fit.html b/auto_examples/model_fitting/simple_arctan_fit.html
index 2522cd685..057035308 100644
--- a/auto_examples/model_fitting/simple_arctan_fit.html
+++ b/auto_examples/model_fitting/simple_arctan_fit.html
@@ -474,9 +474,9 @@
 Active: True
 Parameter Name |    Free |      Value |        Std |        Min |        Max | Linear
 ============== | ======= | ========== | ========== | ========== | ========== | ======
-             A |    True | 1.00186931 | 0.00207896 |       None |       None |   True
-             k |    True | 0.97823846 | 0.07947163 |       None |       None |  False
-            x0 |    True | -0.1353676 | 0.07841803 |       None |       None |  False
+             A |    True | 0.99638643 | 0.00223930 |       None |       None |   True
+             k |    True | 1.02006782 | 0.09212029 |       None |       None |  False
+            x0 |    True | 0.00460140 | 0.08267203 |       None |       None |  False
 </pre></div>
 </div>
 <div class="line-block">
@@ -513,7 +513,7 @@
 <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 0.326 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.364 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>
diff --git a/changes.html b/changes.html
index e10784c21..e22bfd7aa 100644
--- a/changes.html
+++ b/changes.html
@@ -451,8 +451,8 @@
 <h1>Changelog<a class="headerlink" href="#changelog" title="Link to this heading">#</a></h1>
 <p>Changelog entries for the development version are available at
 <a class="reference external" href="https://exspy.readthedocs.io/en/latest/changes.html">https://exspy.readthedocs.io/en/latest/changes.html</a></p>
-<section id="release-unreleased-2024-03-30">
-<h2> [UNRELEASED] (2024-03-30)<a class="headerlink" href="#release-unreleased-2024-03-30" title="Link to this heading">#</a></h2>
+<section id="release-unreleased-2024-03-31">
+<h2> [UNRELEASED] (2024-03-31)<a class="headerlink" href="#release-unreleased-2024-03-31" title="Link to this heading">#</a></h2>
 <section id="improved-documentation">
 <h3>Improved Documentation<a class="headerlink" href="#improved-documentation" title="Link to this heading">#</a></h3>
 <ul class="simple">
@@ -554,7 +554,7 @@ <h2>Initiation (2023-10-28)<a class="headerlink" href="#initiation-2023-10-28" t
   </div>
   <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
     <ul class="visible nav section-nav flex-column">
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-unreleased-2024-03-30"> [UNRELEASED] (2024-03-30)</a><ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-unreleased-2024-03-31"> [UNRELEASED] (2024-03-31)</a><ul class="visible nav section-nav flex-column">
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#improved-documentation">Improved Documentation</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#maintenance">Maintenance</a></li>
 </ul>
diff --git a/citing.html b/citing.html
index 2d0072706..fb3c3a3ed 100644
--- a/citing.html
+++ b/citing.html
@@ -458,7 +458,7 @@ <h1>Citing eXSpy<a class="headerlink" href="#citing-exspy" title="Link to this h
 version. If you are citing HoloSpy because you have used it to process data,
 please use the DOI of the specific version that you have employed. You can
 find it by clicking on the DOI badge below:</p>
-<a class="reference external image-reference" href="https://doi.org/10.5281/zenodo.10252344"><img alt="https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg" src="https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg" /></a>
+<p>To be updated after first release.</p>
 </section>
 
 
diff --git a/index.html b/index.html
index e6f5f2fc1..e237fafa3 100644
--- a/index.html
+++ b/index.html
@@ -510,7 +510,7 @@ <h2>Citing eXSpy<a class="headerlink" href="#citing-exspy" title="Link to this h
 version. If you are citing eXSpy because you have used it to process data,
 please use the DOI of the specific version that you have employed. You can
 find it by clicking on the DOI badge below.</p>
-<a class="reference external image-reference" href="https://zenodo.org/doi/10.5281/zenodo.10252344"><img alt="doi: 10.5281/zenodo.10252344" class="sd-bg-transparent" src="https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg" /></a>
+<a class="reference external image-reference" href="https://zenodo.org/doi/10.5281/zenodo.10252344"><img alt="https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg" src="https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg" /></a>
 <section id="citation-in-the-scientific-literature">
 <h3>Citation in the scientific literature<a class="headerlink" href="#citation-in-the-scientific-literature" title="Link to this heading">#</a></h3>
 <p>Given the increasing number of articles that cite HyperSpy and its extension
diff --git a/intro.html b/intro.html
index 3167fe3f5..0e922c6c3 100644
--- a/intro.html
+++ b/intro.html
@@ -533,7 +533,7 @@ <h2>Citing eXSpy<a class="headerlink" href="#citing-exspy" title="Link to this h
 version. If you are citing eXSpy because you have used it to process data,
 please use the DOI of the specific version that you have employed. You can
 find it by clicking on the DOI badge below.</p>
-<a class="reference external image-reference" href="https://zenodo.org/doi/10.5281/zenodo.10252344"><img alt="doi: 10.5281/zenodo.10252344" class="sd-bg-transparent" src="https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg" /></a>
+<a class="reference external image-reference" href="https://zenodo.org/doi/10.5281/zenodo.10252344"><img alt="https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg" src="https://zenodo.org/badge/doi/10.5281/zenodo.10252344.svg" /></a>
 <section id="citation-in-the-scientific-literature">
 <h3>Citation in the scientific literature<a class="headerlink" href="#citation-in-the-scientific-literature" title="Link to this heading">#</a></h3>
 <p>Given the increasing number of articles that cite HyperSpy and its extension
diff --git a/searchindex.js b/searchindex.js
index b5809ba50..c9c935653 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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\ No newline at end of file
+Search.setIndex({"docnames": ["auto_examples/index", "auto_examples/model_fitting/EELS_curve_fitting", "auto_examples/model_fitting/index", "auto_examples/model_fitting/plot_residual", "auto_examples/model_fitting/sg_execution_times", "auto_examples/model_fitting/simple_arctan_fit", "auto_examples/sg_execution_times", "changes", "citing", "contributing", "index", "intro", "reference/components", "reference/data", "reference/index", "reference/material", "reference/models", "reference/signals", "sg_execution_times", "user_guide/bibliography", "user_guide/dielectric_function", "user_guide/eds", "user_guide/eels", "user_guide/index", "user_guide/install", "user_guide/metadata_structure"], "filenames": ["auto_examples/index.rst", "auto_examples/model_fitting/EELS_curve_fitting.rst", "auto_examples/model_fitting/index.rst", "auto_examples/model_fitting/plot_residual.rst", "auto_examples/model_fitting/sg_execution_times.rst", "auto_examples/model_fitting/simple_arctan_fit.rst", "auto_examples/sg_execution_times.rst", "changes.rst", "citing.rst", "contributing.rst", "index.rst", "intro.rst", "reference/components.rst", "reference/data.rst", "reference/index.rst", "reference/material.rst", "reference/models.rst", "reference/signals.rst", "sg_execution_times.rst", "user_guide/bibliography.rst", "user_guide/dielectric_function.rst", "user_guide/eds.rst", "user_guide/eels.rst", "user_guide/index.rst", "user_guide/install.rst", "user_guide/metadata_structure.rst"], "titles": ["Gallery of Examples", "EELS curve fitting", "Model fitting", "Plot Residual", "Computation times", "Simple arctan fit", "Computation times", "Changelog", "Citing eXSpy", "Contributing", "Welcome to the documentation of eXSpy!", "Welcome to the documentation of eXSpy!", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.components</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.data</span></code>", 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\ No newline at end of file
diff --git a/sg_execution_times.html b/sg_execution_times.html
index 11fedea86..8772be6fd 100644
--- a/sg_execution_times.html
+++ b/sg_execution_times.html
@@ -440,7 +440,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:08.744</strong> total execution time for 3 files <strong>from all galleries</strong>:</p>
+<p><strong>00:11.737</strong> total execution time for 3 files <strong>from all galleries</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" />
@@ -462,15 +462,15 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/model_fitting/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">../examples/model_fitting/EELS_curve_fitting.py</span></code>)</p></td>
-<td><p>00:07.852</p></td>
+<td><p>00:10.844</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/model_fitting/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">../examples/model_fitting/plot_residual.py</span></code>)</p></td>
-<td><p>00:00.565</p></td>
+<td><p>00:00.528</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/model_fitting/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">../examples/model_fitting/simple_arctan_fit.py</span></code>)</p></td>
-<td><p>00:00.326</p></td>
+<td><p>00:00.364</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>