From 3aef7dfceebb78b9dcc5744e194e643a8aba4579 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Mon, 12 Feb 2024 22:31:54 +0000
Subject: [PATCH] Update docs build

---
 .buildinfo                                    |   2 +-
 .../EELS_curve_fitting.ipynb                  |   2 +-
 .../auto_examples_python.zip                  | Bin 2326 -> 2326 bytes
 .../auto_examples_jupyter.zip                 | Bin 6213 -> 6213 bytes
 .../plot_residual.ipynb                       |   2 +-
 .../simple_arctan_fit.ipynb                   |   2 +-
 _images/sphx_glr_simple_arctan_fit_001.png    | Bin 25789 -> 25711 bytes
 _images/sphx_glr_simple_arctan_fit_thumb.png  | Bin 27415 -> 26997 bytes
 .../model_fitting/EELS_curve_fitting.rst.txt  |   4 +-
 .../model_fitting/plot_residual.rst.txt       |  10 ++--
 .../model_fitting/sg_execution_times.rst.txt  |   8 ++--
 .../model_fitting/simple_arctan_fit.rst.txt   |   8 ++--
 _sources/sg_execution_times.rst.txt           |   8 ++--
 .../model_fitting/EELS_curve_fitting.html     |  45 ++++++++----------
 .../model_fitting/plot_residual.html          |  10 ++--
 .../model_fitting/sg_execution_times.html     |   8 ++--
 .../model_fitting/simple_arctan_fit.html      |   8 ++--
 searchindex.js                                |   2 +-
 sg_execution_times.html                       |   8 ++--
 19 files changed, 62 insertions(+), 65 deletions(-)

diff --git a/.buildinfo b/.buildinfo
index 8b36ee560..04753f1de 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: e5346696b46ae4ed925c916f6ce5ed71
+config: bbe496c2a4d8555fab932952429fd957
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_downloads/037b5aa4752b41748abf69bba9d1cbe4/EELS_curve_fitting.ipynb b/_downloads/037b5aa4752b41748abf69bba9d1cbe4/EELS_curve_fitting.ipynb
index 79e5cda1e..179ffa60a 100644
--- a/_downloads/037b5aa4752b41748abf69bba9d1cbe4/EELS_curve_fitting.ipynb
+++ b/_downloads/037b5aa4752b41748abf69bba9d1cbe4/EELS_curve_fitting.ipynb
@@ -35,7 +35,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.11.8"
+      "version": "3.11.7"
     }
   },
   "nbformat": 4,
diff --git a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
index 5d338eb5e1f53dbc92def9aebd3cddb485b52238..d590473fc9ca17925e331df0506b3068f83bd59b 100644
GIT binary patch
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delta 112
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diff --git a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
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diff --git a/_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb b/_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb
index c2c79cbd1..eaca56157 100644
--- a/_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb
+++ b/_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb
@@ -132,7 +132,7 @@
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       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
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+      "version": "3.11.7"
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diff --git a/_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb b/_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb
index b75a27ee5..5db23efb5 100644
--- a/_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb
+++ b/_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb
@@ -35,7 +35,7 @@
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       "pygments_lexer": "ipython3",
-      "version": "3.11.8"
+      "version": "3.11.7"
     }
   },
   "nbformat": 4,
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 a240094ca..05c3e99bb 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 10.731 seconds)
+   **Total running time of the script:** (0 minutes 8.694 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 eedbefb66..a47ec6b4a 100644
--- a/_sources/auto_examples/model_fitting/plot_residual.rst.txt
+++ b/_sources/auto_examples/model_fitting/plot_residual.rst.txt
@@ -110,15 +110,15 @@ Fit for all navigation positions:
 
  .. code-block:: none
 
-    Exception ignored in: <function tqdm.__del__ at 0x7f896ba9e7a0>
+    Exception ignored in: <function tqdm.__del__ at 0x7fa362ffe7a0>
     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__
+      File "/opt/hostedtoolcache/Python/3.11.7/x64/lib/python3.11/site-packages/tqdm/std.py", line 1148, in __del__
         self.close()
-      File "/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/notebook.py", line 279, in close
+      File "/opt/hostedtoolcache/Python/3.11.7/x64/lib/python3.11/site-packages/tqdm/notebook.py", line 279, in close
         self.disp(bar_style='danger', check_delay=False)
         ^^^^^^^^^
     AttributeError: 'tqdm_notebook' object has no attribute 'disp'
-
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+
      0%|          | 0/10 [00:00<?, ?it/s]
    100%|██████████| 10/10 [00:00<00:00, 1381.43it/s]
 
 
 
@@ -164,7 +164,7 @@ sphinx_gallery_thumbnail_number = 2
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.543 seconds)
+   **Total running time of the script:** (0 minutes 0.557 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 a080ad10f..55a9975c5 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
 =================
-**00:11.637** total execution time for 3 files **from auto_examples/model_fitting**:
+**00:09.622** 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``)
-     - 00:10.731
+     - 00:08.694
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``plot_residual.py``)
-     - 00:00.543
+     - 00:00.557
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``simple_arctan_fit.py``)
-     - 00:00.364
+     - 00:00.371
      - 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 9928e49ca..9a6b7f3f0 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 | 0.99787835 | 0.00206867 |       None |       None |   True
-                 k |    True | 1.18356556 | 0.10717221 |       None |       None |  False
-                x0 |    True | 0.08626151 | 0.07034084 |       None |       None |  False
+                 A |    True | 0.99824245 | 0.00208327 |       None |       None |   True
+                 k |    True | 1.02446415 | 0.08611156 |       None |       None |  False
+                x0 |    True | 0.03523775 | 0.07661438 |       None |       None |  False
 
 
 
@@ -91,7 +91,7 @@ Fit an arctan function.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.364 seconds)
+   **Total running time of the script:** (0 minutes 0.371 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 24ffd30c4..b788713f3 100644
--- a/_sources/sg_execution_times.rst.txt
+++ b/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:11.637** total execution time for 3 files **from all galleries**:
+**00:09.622** 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``)
-     - 00:10.731
+     - 00:08.694
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``../examples/model_fitting/plot_residual.py``)
-     - 00:00.543
+     - 00:00.557
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``../examples/model_fitting/simple_arctan_fit.py``)
-     - 00:00.364
+     - 00:00.371
      - 0.0
diff --git a/auto_examples/model_fitting/EELS_curve_fitting.html b/auto_examples/model_fitting/EELS_curve_fitting.html
index 672004135..9d7312310 100644
--- a/auto_examples/model_fitting/EELS_curve_fitting.html
+++ b/auto_examples/model_fitting/EELS_curve_fitting.html
@@ -473,30 +473,27 @@
 <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%|                                     | 11.3k/42.3M [00:00&lt;10:02, 70.2kB/s]
-  0%|                                      | 41.0k/42.3M [00:00&lt;05:07, 137kB/s]
-  0%|                                      | 86.0k/42.3M [00:00&lt;03:28, 202kB/s]
-  0%|                                       | 134k/42.3M [00:00&lt;02:55, 240kB/s]
-  1%|▎                                      | 273k/42.3M [00:00&lt;01:30, 465kB/s]
-  1%|▌                                      | 564k/42.3M [00:00&lt;00:45, 919kB/s]
-  3%|█                                    | 1.15M/42.3M [00:01&lt;00:22, 1.81MB/s]
-  6%|██                                   | 2.33M/42.3M [00:01&lt;00:11, 3.56MB/s]
- 11%|████                                 | 4.70M/42.3M [00:01&lt;00:05, 7.04MB/s]
- 18%|██████▊                              | 7.81M/42.3M [00:01&lt;00:03, 10.8MB/s]
- 25%|█████████▏                           | 10.4M/42.3M [00:01&lt;00:02, 12.4MB/s]
- 31%|███████████▎                         | 12.9M/42.3M [00:01&lt;00:02, 13.3MB/s]
- 37%|█████████████▋                       | 15.6M/42.3M [00:02&lt;00:01, 14.3MB/s]
- 43%|███████████████▉                     | 18.2M/42.3M [00:02&lt;00:01, 14.9MB/s]
- 49%|██████████████████▎                  | 20.9M/42.3M [00:02&lt;00:01, 15.3MB/s]
- 55%|████████████████████▌                | 23.5M/42.3M [00:02&lt;00:01, 15.6MB/s]
- 62%|██████████████████████▉              | 26.2M/42.3M [00:02&lt;00:01, 15.9MB/s]
- 68%|█████████████████████████▎           | 28.9M/42.3M [00:02&lt;00:00, 16.3MB/s]
- 75%|███████████████████████████▋         | 31.6M/42.3M [00:03&lt;00:00, 16.4MB/s]
- 81%|█████████████████████████████▉       | 34.3M/42.3M [00:03&lt;00:00, 16.4MB/s]
- 87%|████████████████████████████████▎    | 37.0M/42.3M [00:03&lt;00:00, 16.5MB/s]
- 94%|██████████████████████████████████▊  | 39.7M/42.3M [00:03&lt;00:00, 16.7MB/s]
+  0%|                                      | 37.9k/42.3M [00:00&lt;03:26, 205kB/s]
+  0%|                                       | 111k/42.3M [00:00&lt;02:14, 314kB/s]
+  1%|▎                                      | 274k/42.3M [00:00&lt;01:13, 573kB/s]
+  2%|▊                                     | 937k/42.3M [00:00&lt;00:23, 1.75MB/s]
+  6%|██                                   | 2.33M/42.3M [00:00&lt;00:08, 4.59MB/s]
+ 11%|████                                 | 4.61M/42.3M [00:00&lt;00:04, 9.13MB/s]
+ 18%|██████▌                              | 7.51M/42.3M [00:01&lt;00:02, 14.4MB/s]
+ 24%|█████████                            | 10.4M/42.3M [00:01&lt;00:01, 18.2MB/s]
+ 30%|███████████▏                         | 12.8M/42.3M [00:01&lt;00:01, 17.3MB/s]
+ 37%|█████████████▋                       | 15.7M/42.3M [00:01&lt;00:01, 20.2MB/s]
+ 43%|████████████████                     | 18.4M/42.3M [00:01&lt;00:01, 22.0MB/s]
+ 50%|██████████████████▋                  | 21.3M/42.3M [00:01&lt;00:00, 24.0MB/s]
+ 57%|█████████████████████▏               | 24.2M/42.3M [00:01&lt;00:00, 25.5MB/s]
+ 64%|███████████████████████▌             | 26.9M/42.3M [00:01&lt;00:00, 22.1MB/s]
+ 70%|██████████████████████████           | 29.8M/42.3M [00:01&lt;00:00, 23.9MB/s]
+ 78%|████████████████████████████▋        | 32.8M/42.3M [00:02&lt;00:00, 25.5MB/s]
+ 85%|███████████████████████████████▎     | 35.8M/42.3M [00:02&lt;00:00, 26.7MB/s]
+ 92%|█████████████████████████████████▉   | 38.8M/42.3M [00:02&lt;00:00, 27.8MB/s]
+ 98%|████████████████████████████████████▍| 41.6M/42.3M [00:02&lt;00:00, 23.8MB/s]
   0%|                                              | 0.00/42.3M [00:00&lt;?, ?B/s]
-100%|██████████████████████████████████████| 42.3M/42.3M [00:00&lt;00:00, 181GB/s]
+100%|██████████████████████████████████████| 42.3M/42.3M [00:00&lt;00:00, 230GB/s]
 </pre></div>
 </div>
 <div class="line-block">
@@ -518,7 +515,7 @@
 <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 10.731 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 8.694 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 34e4b1a6b..b6d23a0d5 100644
--- a/auto_examples/model_fitting/plot_residual.html
+++ b/auto_examples/model_fitting/plot_residual.html
@@ -494,17 +494,17 @@
 <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 0x7f896ba9e7a0&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Exception ignored in: &lt;function tqdm.__del__ at 0x7fa362ffe7a0&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__
+  File &quot;/opt/hostedtoolcache/Python/3.11.7/x64/lib/python3.11/site-packages/tqdm/std.py&quot;, line 1148, in __del__
     self.close()
-  File &quot;/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/notebook.py&quot;, line 279, in close
+  File &quot;/opt/hostedtoolcache/Python/3.11.7/x64/lib/python3.11/site-packages/tqdm/notebook.py&quot;, line 279, in close
     self.disp(bar_style=&#39;danger&#39;, check_delay=False)
     ^^^^^^^^^
 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, 1429.21it/s]
+100%|██████████| 10/10 [00:00&lt;00:00, 1381.43it/s]
 </pre></div>
 </div>
 <p>Plot the fitted model with residual:</p>
@@ -516,7 +516,7 @@
 <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 0.543 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.557 seconds)</p>
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diff --git a/auto_examples/model_fitting/sg_execution_times.html b/auto_examples/model_fitting/sg_execution_times.html
index c065ca4dc..4b3f0f154 100644
--- a/auto_examples/model_fitting/sg_execution_times.html
+++ b/auto_examples/model_fitting/sg_execution_times.html
@@ -442,7 +442,7 @@
                   
   <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>00:11.637</strong> total execution time for 3 files <strong>from auto_examples/model_fitting</strong>:</p>
+<p><strong>00:09.622</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" />
@@ -464,15 +464,15 @@
 </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>00:10.731</p></td>
+<td><p>00:08.694</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>00:00.543</p></td>
+<td><p>00:00.557</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>00:00.364</p></td>
+<td><p>00:00.371</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 b6a43a9de..1594a94c2 100644
--- a/auto_examples/model_fitting/simple_arctan_fit.html
+++ b/auto_examples/model_fitting/simple_arctan_fit.html
@@ -476,9 +476,9 @@
 Active: True
 Parameter Name |    Free |      Value |        Std |        Min |        Max | Linear
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-             A |    True | 0.99787835 | 0.00206867 |       None |       None |   True
-             k |    True | 1.18356556 | 0.10717221 |       None |       None |  False
-            x0 |    True | 0.08626151 | 0.07034084 |       None |       None |  False
+             A |    True | 0.99824245 | 0.00208327 |       None |       None |   True
+             k |    True | 1.02446415 | 0.08611156 |       None |       None |  False
+            x0 |    True | 0.03523775 | 0.07661438 |       None |       None |  False
 </pre></div>
 </div>
 <div class="line-block">
@@ -515,7 +515,7 @@
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diff --git a/searchindex.js b/searchindex.js
index d12ad2c35..393250ada 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 exSpy\u2019s documentation!", "Welcome to exSpy\u2019s documentation!", "<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 a5d0de4ac..d327533cf 100644
--- a/sg_execution_times.html
+++ b/sg_execution_times.html
@@ -442,7 +442,7 @@
                   
   <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>00:11.637</strong> total execution time for 3 files <strong>from all galleries</strong>:</p>
+<p><strong>00:09.622</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" />
@@ -464,15 +464,15 @@
 </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>00:10.731</p></td>
+<td><p>00:08.694</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>00:00.543</p></td>
+<td><p>00:00.557</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>00:00.364</p></td>
+<td><p>00:00.371</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>