diff --git a/.buildinfo b/.buildinfo
index d25a27d..0f6ca54 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: 9c9cdc38f6290487be0e8ceeb3016b1b
+config: a5e5993109c891473955c1df7d72554b
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
index ed80601..82462bd 100644
Binary files a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip and b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip differ
diff --git a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
index 4ddec51..7b18fde 100644
Binary files a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip and b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip differ
diff --git a/_sources/auto_examples/plot_classifier.rst.txt b/_sources/auto_examples/plot_classifier.rst.txt
index 5a7570c..1af5f9e 100644
--- a/_sources/auto_examples/plot_classifier.rst.txt
+++ b/_sources/auto_examples/plot_classifier.rst.txt
@@ -110,7 +110,7 @@ Use scikit-learn to display the decision boundary
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.138 seconds)
+   **Total running time of the script:** (0 minutes 0.140 seconds)
 
 
 .. _sphx_glr_download_auto_examples_plot_classifier.py:
diff --git a/_sources/auto_examples/plot_transformer.rst.txt b/_sources/auto_examples/plot_transformer.rst.txt
index 8a52654..005cb3d 100644
--- a/_sources/auto_examples/plot_transformer.rst.txt
+++ b/_sources/auto_examples/plot_transformer.rst.txt
@@ -63,7 +63,7 @@ An example plot of :class:`skltemplate.template.TemplateTransformer`
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.063 seconds)
+   **Total running time of the script:** (0 minutes 0.062 seconds)
 
 
 .. _sphx_glr_download_auto_examples_plot_transformer.py:
diff --git a/_sources/auto_examples/sg_execution_times.rst.txt b/_sources/auto_examples/sg_execution_times.rst.txt
index 61dc284..82246db 100644
--- a/_sources/auto_examples/sg_execution_times.rst.txt
+++ b/_sources/auto_examples/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.277** total execution time for 3 files **from auto_examples**:
+**00:00.278** total execution time for 3 files **from auto_examples**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_plot_classifier.py` (``plot_classifier.py``)
-     - 00:00.138
+     - 00:00.140
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_template.py` (``plot_template.py``)
      - 00:00.076
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_transformer.py` (``plot_transformer.py``)
-     - 00:00.063
+     - 00:00.062
      - 0.0
diff --git a/_sources/sg_execution_times.rst.txt b/_sources/sg_execution_times.rst.txt
index cd5f678..111c894 100644
--- a/_sources/sg_execution_times.rst.txt
+++ b/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.277** total execution time for 3 files **from all galleries**:
+**00:00.278** total execution time for 3 files **from all galleries**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_plot_classifier.py` (``../examples/plot_classifier.py``)
-     - 00:00.138
+     - 00:00.140
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_template.py` (``../examples/plot_template.py``)
      - 00:00.076
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_transformer.py` (``../examples/plot_transformer.py``)
-     - 00:00.063
+     - 00:00.062
      - 0.0
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
index d5d1c88..4cb2c4b 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '0.1.2.dev6+g77561be',
+    VERSION: '0.1.2.dev7+gfc9f82e',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/api.html b/api.html
index d13edd8..5249e2f 100644
--- a/api.html
+++ b/api.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>API Reference &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>API Reference &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=23c35593"></script>
+    <script src="_static/documentation_options.js?v=98076c7b"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/auto_examples/index.html b/auto_examples/index.html
index 014c649..15ee124 100644
--- a/auto_examples/index.html
+++ b/auto_examples/index.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Example Gallery &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Example Gallery &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/auto_examples/plot_classifier.html b/auto_examples/plot_classifier.html
index 13a5f6d..d373801 100644
--- a/auto_examples/plot_classifier.html
+++ b/auto_examples/plot_classifier.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Plotting Template Classifier &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Plotting Template Classifier &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -126,8 +126,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
@@ -446,7 +446,7 @@
 <img src="../_images/sphx_glr_plot_classifier_001.png" srcset="../_images/sphx_glr_plot_classifier_001.png" alt="Template Classifier Decision Boundary" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>[Text(0.5, 23.52222222222222, &#39;Feature 1&#39;), Text(30.972222222222214, 0.5, &#39;Feature 2&#39;), Text(0.5, 1.0, &#39;Template Classifier Decision Boundary&#39;)]
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.138 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.140 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-classifier-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/fed3e85cac62fc93e088aa8cb008d467/plot_classifier.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_classifier.ipynb</span></code></a></p>
diff --git a/auto_examples/plot_template.html b/auto_examples/plot_template.html
index e327f80..a6bee76 100644
--- a/auto_examples/plot_template.html
+++ b/auto_examples/plot_template.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Plotting Template Estimator &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Plotting Template Estimator &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/auto_examples/plot_transformer.html b/auto_examples/plot_transformer.html
index 52fffd8..1181299 100644
--- a/auto_examples/plot_transformer.html
+++ b/auto_examples/plot_transformer.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Plotting Template Transformer &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Plotting Template Transformer &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
@@ -432,7 +432,7 @@
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.063 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.062 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-transformer-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/5b2cebfab9d8cca4393d66b1e4b8a8e7/plot_transformer.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_transformer.ipynb</span></code></a></p>
diff --git a/auto_examples/sg_execution_times.html b/auto_examples/sg_execution_times.html
index 585c83c..d73d937 100644
--- a/auto_examples/sg_execution_times.html
+++ b/auto_examples/sg_execution_times.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Computation times &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Computation times &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -125,8 +125,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
@@ -387,7 +387,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:00.277</strong> total execution time for 3 files <strong>from auto_examples</strong>:</p>
+<p><strong>00:00.278</strong> total execution time for 3 files <strong>from auto_examples</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" />
@@ -409,7 +409,7 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_classifier.html#sphx-glr-auto-examples-plot-classifier-py"><span class="std std-ref">Plotting Template Classifier</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_classifier.py</span></code>)</p></td>
-<td><p>00:00.138</p></td>
+<td><p>00:00.140</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_template.html#sphx-glr-auto-examples-plot-template-py"><span class="std std-ref">Plotting Template Estimator</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_template.py</span></code>)</p></td>
@@ -417,7 +417,7 @@
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_transformer.html#sphx-glr-auto-examples-plot-transformer-py"><span class="std std-ref">Plotting Template Transformer</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_transformer.py</span></code>)</p></td>
-<td><p>00:00.063</p></td>
+<td><p>00:00.062</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>
diff --git a/generated/skltemplate.TemplateClassifier.html b/generated/skltemplate.TemplateClassifier.html
index 12657e3..bd82dba 100644
--- a/generated/skltemplate.TemplateClassifier.html
+++ b/generated/skltemplate.TemplateClassifier.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>TemplateClassifier &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>TemplateClassifier &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
@@ -619,7 +619,7 @@ <h1>TemplateClassifier<a class="headerlink" href="#templateclassifier" title="Li
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skltemplate.TemplateClassifier.set_score_request">
-<span class="sig-name descname"><span class="pre">set_score_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sample_weight</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><span class="pre">bool</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.12)"><span class="pre">None</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.12)"><span class="pre">str</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#skltemplate.TemplateClassifier" title="skltemplate._template.TemplateClassifier"><span class="pre">TemplateClassifier</span></a></span></span><a class="headerlink" href="#skltemplate.TemplateClassifier.set_score_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_score_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sample_weight</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#skltemplate.TemplateClassifier" title="skltemplate._template.TemplateClassifier"><span class="pre">TemplateClassifier</span></a></span></span><a class="headerlink" href="#skltemplate.TemplateClassifier.set_score_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">score</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.5)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
diff --git a/generated/skltemplate.TemplateEstimator.html b/generated/skltemplate.TemplateEstimator.html
index 338b6b4..265ea43 100644
--- a/generated/skltemplate.TemplateEstimator.html
+++ b/generated/skltemplate.TemplateEstimator.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>TemplateEstimator &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>TemplateEstimator &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/generated/skltemplate.TemplateTransformer.html b/generated/skltemplate.TemplateTransformer.html
index b7ac561..f8ccbcb 100644
--- a/generated/skltemplate.TemplateTransformer.html
+++ b/generated/skltemplate.TemplateTransformer.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>TemplateTransformer &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>TemplateTransformer &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/generated/skltemplate.utils.discovery.all_displays.html b/generated/skltemplate.utils.discovery.all_displays.html
index e37a904..f5c3d21 100644
--- a/generated/skltemplate.utils.discovery.all_displays.html
+++ b/generated/skltemplate.utils.discovery.all_displays.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>skltemplate.utils.discovery.all_displays &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>skltemplate.utils.discovery.all_displays &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/generated/skltemplate.utils.discovery.all_estimators.html b/generated/skltemplate.utils.discovery.all_estimators.html
index c42d401..710ab77 100644
--- a/generated/skltemplate.utils.discovery.all_estimators.html
+++ b/generated/skltemplate.utils.discovery.all_estimators.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>skltemplate.utils.discovery.all_estimators &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>skltemplate.utils.discovery.all_estimators &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/generated/skltemplate.utils.discovery.all_functions.html b/generated/skltemplate.utils.discovery.all_functions.html
index 07321a6..676e420 100644
--- a/generated/skltemplate.utils.discovery.all_functions.html
+++ b/generated/skltemplate.utils.discovery.all_functions.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>skltemplate.utils.discovery.all_functions &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>skltemplate.utils.discovery.all_functions &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="../_static/documentation_options.js?v=23c35593"></script>
+    <script src="../_static/documentation_options.js?v=98076c7b"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="../_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/genindex.html b/genindex.html
index a342c1f..f21625f 100644
--- a/genindex.html
+++ b/genindex.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Index &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Index &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -41,7 +41,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=23c35593"></script>
+    <script src="_static/documentation_options.js?v=98076c7b"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/design-tabs.js?v=36754332"></script>
@@ -124,8 +124,8 @@
       
     
     
-    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/index.html b/index.html
index 12ac22b..fdc48d5 100644
--- a/index.html
+++ b/index.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Project template for scikit-learn extension &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Project template for scikit-learn extension &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=23c35593"></script>
+    <script src="_static/documentation_options.js?v=98076c7b"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
@@ -363,7 +363,7 @@
                   
   <section id="project-template-for-scikit-learn-extension">
 <h1>Project template for <code class="docutils literal notranslate"><span class="pre">scikit-learn</span></code> extension<a class="headerlink" href="#project-template-for-scikit-learn-extension" title="Link to this heading">#</a></h1>
-<p><strong>Date</strong>: Jun 17, 2024 <strong>Version</strong>: 0.1.2</p>
+<p><strong>Date</strong>: Oct 07, 2024 <strong>Version</strong>: 0.1.2</p>
 <p><strong>Useful links</strong>:
 <a class="reference external" href="https://github.com/scikit-learn-contrib/project-template">Source Repository</a> |
 <a class="reference external" href="https://github.com/scikit-learn-contrib/project-templatek/issues">Issues &amp; Ideas</a> |</p>
diff --git a/quick_start.html b/quick_start.html
index a9b4dac..43388ea 100644
--- a/quick_start.html
+++ b/quick_start.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Getting started &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Getting started &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=23c35593"></script>
+    <script src="_static/documentation_options.js?v=98076c7b"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/design-tabs.js?v=36754332"></script>
@@ -127,8 +127,8 @@
       
     
     
-    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/search.html b/search.html
index 256575b..f9d57ed 100644
--- a/search.html
+++ b/search.html
@@ -6,7 +6,7 @@
 
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><title>Search - Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><title>Search - Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -40,7 +40,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=23c35593"></script>
+    <script src="_static/documentation_options.js?v=98076c7b"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/design-tabs.js?v=36754332"></script>
@@ -126,8 +126,8 @@
       
     
     
-    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
diff --git a/searchindex.js b/searchindex.js
index 5bad2a4..d11e057 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Activating the development environment": [[13, "activating-the-development-environment"]], "Classifier": [[15, "classifier"]], "Computation times": [[5, "computation-times"], [14, "computation-times"]], "Creating your own scikit-learn contribution package": [[13, "creating-your-own-scikit-learn-contribution-package"]], "Develop your own scikit-learn estimators": [[13, "develop-your-own-scikit-learn-estimators"]], "Download and setup your repository": [[13, "download-and-setup-your-repository"]], "Edit the documentation": [[13, "edit-the-documentation"]], "Estimator": [[0, "estimator"], [15, "estimator"]], "Example Gallery": [[1, "example-gallery"]], "Examples using skltemplate.TemplateClassifier": [[6, "examples-using-skltemplate-templateclassifier"]], "Examples using skltemplate.TemplateEstimator": [[7, "examples-using-skltemplate-templateestimator"]], "Examples using skltemplate.TemplateTransformer": [[8, "examples-using-skltemplate-templatetransformer"]], "Getting started": [[13, "getting-started"]], "Local testing": [[13, "local-testing"]], "Managing your local and continuous integration environment": [[13, "managing-your-local-and-continuous-integration-environment"]], "Plotting Template Classifier": [[2, "plotting-template-classifier"]], "Plotting Template Estimator": [[3, "plotting-template-estimator"]], "Plotting Template Transformer": [[4, "plotting-template-transformer"]], "Predictor": [[0, "predictor"], [15, "predictor"]], "Project template for scikit-learn extension": [[12, "project-template-for-scikit-learn-extension"]], "Publish your package": [[13, "publish-your-package"]], "Regressor": [[15, "regressor"]], "Setup the continuous integration": [[13, "setup-the-continuous-integration"]], "TemplateClassifier": [[6, "templateclassifier"]], "TemplateEstimator": [[7, "templateestimator"]], "TemplateTransformer": [[8, "templatetransformer"]], "Transformer": [[0, "transformer"], [15, "transformer"]], "User Guide": [[15, "user-guide"]], "Utilities": [[0, "utilities"]], "skltemplate.utils.discovery.all_displays": [[9, "skltemplate-utils-discovery-all-displays"]], "skltemplate.utils.discovery.all_estimators": [[10, "skltemplate-utils-discovery-all-estimators"]], "skltemplate.utils.discovery.all_functions": [[11, "skltemplate-utils-discovery-all-functions"]]}, "docnames": ["api", "auto_examples/index", "auto_examples/plot_classifier", "auto_examples/plot_template", "auto_examples/plot_transformer", "auto_examples/sg_execution_times", "generated/skltemplate.TemplateClassifier", "generated/skltemplate.TemplateEstimator", "generated/skltemplate.TemplateTransformer", "generated/skltemplate.utils.discovery.all_displays", "generated/skltemplate.utils.discovery.all_estimators", "generated/skltemplate.utils.discovery.all_functions", "index", "quick_start", "sg_execution_times", "user_guide"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1}, "filenames": ["api.rst", "auto_examples/index.rst", "auto_examples/plot_classifier.rst", "auto_examples/plot_template.rst", "auto_examples/plot_transformer.rst", "auto_examples/sg_execution_times.rst", "generated/skltemplate.TemplateClassifier.rst", "generated/skltemplate.TemplateEstimator.rst", "generated/skltemplate.TemplateTransformer.rst", "generated/skltemplate.utils.discovery.all_displays.rst", "generated/skltemplate.utils.discovery.all_estimators.rst", "generated/skltemplate.utils.discovery.all_functions.rst", "index.rst", "quick_start.rst", "sg_execution_times.rst", "user_guide.rst"], "indexentries": {"all_displays() (in module skltemplate.utils.discovery)": [[9, "skltemplate.utils.discovery.all_displays", false]], "all_estimators() (in module skltemplate.utils.discovery)": [[10, "skltemplate.utils.discovery.all_estimators", false]], "all_functions() (in module skltemplate.utils.discovery)": [[11, "skltemplate.utils.discovery.all_functions", false]], "fit() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.fit", false]], "fit() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.fit", false]], "fit() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.fit", false]], "fit_transform() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.fit_transform", false]], "get_metadata_routing() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.get_metadata_routing", false]], "get_metadata_routing() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.get_metadata_routing", false]], "get_metadata_routing() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.get_metadata_routing", false]], "get_params() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.get_params", false]], "get_params() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.get_params", false]], "get_params() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.get_params", false]], "predict() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.predict", false]], "predict() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.predict", false]], "score() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.score", false]], "set_output() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.set_output", false]], "set_params() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.set_params", false]], "set_params() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.set_params", false]], "set_params() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.set_params", false]], "set_score_request() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.set_score_request", false]], "templateclassifier (class in skltemplate)": [[6, "skltemplate.TemplateClassifier", false]], "templateestimator (class in skltemplate)": [[7, "skltemplate.TemplateEstimator", false]], "templatetransformer (class in skltemplate)": [[8, "skltemplate.TemplateTransformer", false]], "transform() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.transform", false]]}, "objects": {"skltemplate": [[6, 0, 1, "", "TemplateClassifier"], [7, 0, 1, "", "TemplateEstimator"], [8, 0, 1, "", "TemplateTransformer"]], "skltemplate.TemplateClassifier": [[6, 1, 1, "", "fit"], [6, 1, 1, "", "get_metadata_routing"], [6, 1, 1, "", "get_params"], [6, 1, 1, "", "predict"], [6, 1, 1, "", "score"], [6, 1, 1, "", "set_params"], [6, 1, 1, "", "set_score_request"]], "skltemplate.TemplateEstimator": [[7, 1, 1, "", "fit"], [7, 1, 1, "", "get_metadata_routing"], [7, 1, 1, "", "get_params"], [7, 1, 1, "", "predict"], [7, 1, 1, "", "set_params"]], "skltemplate.TemplateTransformer": [[8, 1, 1, "", "fit"], [8, 1, 1, "", "fit_transform"], [8, 1, 1, "", "get_metadata_routing"], [8, 1, 1, "", "get_params"], [8, 1, 1, "", "set_output"], [8, 1, 1, "", "set_params"], [8, 1, 1, "", "transform"]], "skltemplate.utils.discovery": [[9, 2, 1, "", "all_displays"], [10, 2, 1, "", "all_estimators"], [11, 2, 1, "", "all_functions"]]}, "objnames": {"0": ["py", "class", "Python class"], "1": ["py", "method", "Python method"], "2": ["py", "function", "Python function"]}, "objtypes": {"0": "py:class", "1": "py:method", "2": "py:function"}, "terms": {"": [2, 6, 7, 8, 13], "0": [2, 3, 4, 5, 6, 12, 14, 15], "00": [5, 14], "063": [4, 5, 14], "076": [3, 5, 14], "1": [2, 3, 4, 6, 7, 8, 12, 15], "10": 15, "100": [3, 7], "13": 2, "138": [2, 5, 14], "17": 12, "2": [2, 6, 12, 15], "20": 2, "2024": 12, "23": 2, "277": [5, 14], "2d": 15, "3": [5, 6, 14, 15], "30": 2, "39": 13, "4": 8, "5": 2, "50": 4, "500": 2, "52222222222222": 2, "9": 15, "972222222222214": 2, "A": [6, 7, 8, 12], "For": [6, 7, 8], "If": [6, 7, 8, 10], "In": [6, 13, 15], "It": [12, 13, 15], "One": 15, "The": [6, 7, 8, 13, 15], "Then": [13, 15], "There": 8, "To": [12, 13], "__": [6, 7, 8], "abl": 13, "abov": 13, "accuraci": [6, 15], "action": 13, "actual": [9, 10, 11], "ad": [6, 8], "add": 13, "addit": [8, 13, 15], "adher": 13, "aid": 13, "algorithm": [6, 13], "alia": 6, "all": [1, 6, 7, 8, 9, 10, 11, 13, 14, 15], "allow": [6, 15], "alreadi": 13, "an": [0, 2, 3, 4, 6, 7, 8, 12, 13], "ani": 13, "api": [8, 12, 13, 15], "appli": 10, "ar": [6, 7, 8, 10, 13, 15], "arang": [3, 4, 7], "arrai": [6, 7, 8, 15], "associ": [13, 15], "attribut": [6, 7, 8], "auto_exampl": 5, "auto_examples_jupyt": 1, "auto_examples_python": 1, "automat": [12, 13], "avail": 13, "ax_": 2, "axi": 15, "base": 15, "baseestim": [10, 15], "basic": 15, "been": 7, "befor": 13, "below": 13, "benchmark": 13, "benefit": 13, "best": 4, "bool": [6, 7, 8], "boolean": 7, "both": 15, "boundari": 2, "build": [6, 7, 8, 12, 13, 15], "c": 2, "call": [13, 15], "can": [13, 15], "case": [13, 15], "central": 15, "chang": [6, 13], "check": [6, 7, 8, 13], "check_estim": 13, "citat": 13, "class": [6, 7, 8, 9, 10, 15], "classes_": [6, 15], "classif": [6, 7], "classifi": [1, 5, 6, 10, 14], "classifiermixin": 15, "clearli": 13, "clf": [2, 6], "clone": 13, "closest": 6, "cluster": 10, "code": [1, 2, 3, 4, 13], "codecov": 13, "column": 15, "com": 13, "combin": 15, "command": 13, "commit": 13, "common": 13, "compat": [12, 13], "complement": 12, "compliant": 13, "compon": [6, 7, 8], "comput": 15, "conda": 13, "configur": [8, 13], "consist": 13, "contain": [6, 7, 8, 13], "contrib": 13, "contributor": 13, "correctli": 6, "correspond": 15, "coverag": 13, "crawl": 10, "creat": [2, 12, 15], "custom": [12, 13], "data": [4, 6, 8], "datafram": 8, "dataset": [2, 6, 15], "date": 12, "decis": 2, "decisionboundarydisplai": 2, "deep": [6, 7, 8], "def": 15, "default": [6, 7, 8, 10], "defin": [6, 7, 8, 10, 13], "demo": [6, 8], "demo_param": [6, 7, 8], "demonst": [6, 8], "demonstr": 7, "depend": 13, "deploi": 13, "deriv": 15, "detail": 15, "dev": 13, "dict": [6, 7, 8], "differ": 13, "directli": 13, "directori": 13, "disp": 2, "displai": [2, 9], "doc": 13, "docstr": 13, "doctest": 13, "document": [0, 12], "don": 13, "done": 13, "download": [1, 2, 3, 4], "dtype": 4, "dure": [6, 7, 8, 15], "e": [6, 13, 15], "each": [6, 7, 8, 13, 15], "edgecolor": 2, "effect": 6, "effici": 13, "element": 8, "enabl": 15, "enable_metadata_rout": 6, "encapsul": [6, 7, 8], "end": [2, 3, 4], "endeavor": 13, "entri": 15, "error": 6, "estim": [1, 4, 5, 6, 7, 8, 10, 12, 14], "even": 13, "exampl": [0, 2, 3, 4, 5, 9, 10, 11, 12, 13, 14, 15], "execut": [5, 14], "exist": 6, "expect": 15, "explain": 12, "expos": 13, "extend": 12, "fals": 6, "featur": [2, 6, 7, 8], "feature_names_in_": [6, 7, 8], "file": [5, 13, 14], "filter": 10, "final": 13, "find": 13, "fit": [2, 3, 6, 7, 8, 10, 15], "fit_param": 8, "fit_transform": [4, 8, 15], "flatten": 4, "float": 6, "float64": 4, "folder": 13, "follow": [13, 15], "forg": 13, "form": [6, 7, 8], "format": [8, 13], "from": [2, 3, 4, 5, 6, 7, 9, 10, 11, 14, 15], "from_estim": 2, "full": [2, 3, 4], "function": [6, 7, 8, 10, 11, 15], "g": 6, "galleri": [2, 3, 4, 12, 13, 14], "gener": [1, 2, 3, 4, 12, 13], "get": [6, 7, 8, 9, 10, 11, 12, 15], "get_metadata_rout": [6, 7, 8], "get_param": [6, 7, 8], "git": 13, "github": 13, "give": [13, 15], "given": 6, "go": [2, 3, 4], "grep": 13, "grid": 4, "guid": [6, 7, 8, 12, 13], "guidelin": 12, "ha": [6, 7, 8], "harsh": 6, "have": [6, 7, 8, 13, 15], "help": [12, 13], "here": [12, 13], "histori": 13, "home": 13, "hood": 13, "how": [0, 6, 7, 8, 12], "howev": 13, "http": 13, "i": [0, 6, 8, 9, 10, 11, 12, 13, 15], "idea": 12, "ignor": 6, "illustr": [13, 15], "implement": [6, 7, 8, 15], "import": [2, 3, 4, 6, 7, 9, 10, 11, 15], "impos": 15, "includ": 10, "index": [4, 13], "indic": 7, "infer": 15, "inform": [6, 7, 8, 12], "inher": 15, "inherit": [10, 15], "init": 13, "initi": 13, "input": [6, 7, 8, 15], "insid": 6, "inspect": 2, "instal": 13, "instanc": [6, 7, 8, 13], "instead": [6, 15], "int": [6, 7, 8], "interact": 13, "introduc": 8, "introductori": 1, "intuit": 13, "io": 13, "ipynb": [2, 3, 4], "is_fitted_": 7, "issu": 12, "jun": 12, "jupyt": [1, 2, 3, 4], "k": 2, "kind": 10, "label": [4, 6, 7], "latest": 13, "latter": [6, 7, 8], "lbfg": 15, "learn": [2, 15], "least": 10, "legend": 4, "leverag": 13, "like": [6, 7, 8], "linear_model": 15, "linewidth": 2, "link": [12, 13], "lint": 13, "linter": 13, "linux": 13, "list": [9, 10, 11], "literatur": 13, "load_diabet": 15, "load_iri": [6, 15], "loc": 4, "logisticregress": 15, "m": 13, "maco": 13, "made": 13, "main": 13, "make": 13, "make_pipelin": 15, "map": [6, 7, 8], "matplotlib": [3, 4], "matrix": [7, 8, 15], "mb": [5, 14], "mean": [6, 15], "mechan": [6, 7, 8], "mem": [5, 14], "meta": 6, "metadata": [6, 7, 8], "metadata_rout": 6, "metadatarequest": [6, 7, 8], "method": [6, 7, 8, 15], "metric": 6, "minut": [2, 3, 4], "mixin": 15, "model": 13, "modifi": [12, 13], "modul": 10, "more": [6, 7, 8, 15], "much": 13, "multi": 6, "myownclassifi": 15, "myownestim": 15, "myownregressor": 15, "myowntransform": 15, "n_class": 6, "n_featur": [6, 7, 8], "n_features_in_": [6, 7, 8], "n_features_new": 8, "n_output": [6, 7, 8], "n_sampl": [6, 7, 8], "name": [6, 7, 8, 9, 10, 11, 13], "narr": [12, 13], "ndarrai": [6, 7, 8], "need": [8, 13, 15], "nest": [6, 7, 8], "new": 13, "newaxi": 15, "nn": 6, "none": [6, 8, 10, 15], "note": [6, 15], "notebook": [1, 2, 3, 4], "np": [2, 3, 4, 7, 15], "number": [6, 7, 8], "numpi": [2, 3, 4, 7, 15], "numpydoc": 13, "object": [6, 7, 8, 13], "occurr": 13, "onc": [13, 15], "one": 10, "ones": 7, "onli": [6, 7, 8, 10, 15], "onlin": 13, "optim": 13, "option": [6, 8], "origin": [4, 6, 13], "other": 6, "otherwis": 6, "our": [2, 13, 15], "output": [8, 15], "own": [0, 6, 7, 8, 12], "packag": 12, "page": [12, 13], "panda": 8, "param": [6, 7, 8], "paramet": [6, 7, 8, 10, 15], "paramt": [6, 8], "particular": 13, "pass": [6, 7, 8, 13, 15], "pep257": 13, "pep8": 13, "piec": 15, "pip": 13, "pipe": 15, "pipelin": [6, 7, 8, 15], "pixi": 13, "place": 12, "platform": 13, "pleas": [6, 7, 8], "plot": [1, 5, 6, 7, 8, 14], "plot_": 13, "plot_classifi": [2, 5, 14], "plot_templ": [3, 5, 14], "plot_transform": [4, 5, 14], "plt": [3, 4], "polar": 8, "possibl": [6, 7, 8, 10, 13], "pre": 13, "pred": 15, "predict": [2, 3, 6, 7, 15], "predict_proba": 15, "present": 13, "probabl": 15, "project": [0, 13], "promot": 13, "provid": [6, 12, 13, 15], "public": 13, "publicli": 13, "push": 13, "py": [2, 3, 4, 5, 13, 14], "pypi": 13, "pyplot": [3, 4], "pytest": 13, "python": [1, 2, 3, 4, 13], "r": [6, 15], "rais": 6, "rand": [2, 15], "randint": 15, "random": [2, 15], "random_st": 15, "randomst": 2, "read": [6, 7, 8], "real": 7, "reason": 15, "refer": [6, 7, 8, 12, 13], "regard": [6, 7, 8, 12], "regress": 7, "regressor": 10, "regressormixin": 15, "reiniti": 13, "relev": [6, 13], "remot": 13, "remov": 13, "replac": 13, "report": 13, "repositori": 12, "request": [6, 13], "requir": [6, 8], "reshap": [3, 4, 7], "retain": 6, "return": [6, 7, 8, 9, 10, 11, 15], "return_x_i": [6, 15], "rf": 13, "right": 12, "rm": 13, "rng": 2, "root": 8, "rout": [6, 7, 8], "rst": 13, "run": [2, 3, 4, 13], "sampl": [6, 7, 8, 15], "sample_weight": 6, "scatter": 2, "scientif": 13, "scikit": [2, 15], "score": [6, 15], "script": [2, 3, 4], "second": [2, 3, 4], "see": [6, 8], "seen": [6, 7, 8], "self": [6, 7, 8, 15], "serv": 13, "set": [2, 6, 7, 8, 12, 13, 15], "set_config": 6, "set_output": 8, "set_param": [6, 7, 8], "set_score_request": 6, "sh": 13, "shape": [6, 7, 8, 15], "shell": 13, "short": 13, "should": [6, 10, 13, 15], "show": [3, 4, 12, 15], "similarli": 15, "simpl": [2, 6, 7, 8], "sinc": [6, 15], "size": 15, "skeleton": 13, "sklearn": [2, 6, 13, 15], "skltemplat": [2, 3, 4, 13], "slearn": 15, "so": [6, 7, 8, 13], "solver": 15, "some": [6, 12, 13, 15], "sourc": [1, 2, 3, 4, 12, 13], "spars": [7, 8], "specif": [10, 13], "sphinx": [1, 2, 3, 4, 12, 13], "squar": 8, "standalon": 13, "standard": 13, "start": 12, "store": [6, 7, 8], "str": [6, 7, 8, 10], "string": [6, 7, 8, 9, 10, 11], "style": 13, "sub": 6, "subobject": [6, 7, 8], "subset": 6, "succinct": 13, "sum": 15, "support": 13, "system": 13, "t": [6, 13], "take": 15, "target": [6, 7, 8], "task": 13, "templat": [1, 5, 6, 7, 8, 13, 14], "templateclassifi": 2, "templateestim": 3, "templatetransform": 4, "term": 13, "test": [2, 6, 10], "test_common": 13, "text": 2, "thei": 15, "them": 12, "therefor": [13, 15], "thi": [0, 6, 7, 8, 10, 12, 13, 15], "through": 13, "time": [2, 3, 4], "titl": [2, 4], "toml": 13, "tool": 13, "total": [2, 3, 4, 5, 14], "train": [2, 6, 7, 8], "transform": [1, 5, 8, 10, 14], "transformermixin": 15, "true": [4, 6, 7, 8, 15], "tupl": [9, 10, 11], "type": [9, 10], "type_filt": 10, "unchang": [6, 8], "under": 13, "uniqu": 15, "unit": 13, "unsupervis": 8, "up": 13, "updat": [6, 7, 8], "upload": 13, "us": [2, 12, 13, 15], "usag": 13, "user": [6, 7, 8, 12, 13], "user_guid": 13, "usual": 13, "util": 6, "valu": [4, 6, 7, 8, 10], "veri": 2, "version": [6, 8, 12, 15], "visualis": 13, "vsl": 13, "w": 6, "wa": 8, "want": 13, "we": [12, 13, 15], "weight": 6, "well": [6, 7, 8, 12], "when": [6, 7, 8, 13, 15], "where": [9, 10, 11, 13, 15], "whether": 7, "which": [6, 10, 13, 15], "window": 13, "wise": 8, "within": 15, "work": [6, 7, 8, 15], "x": [2, 3, 4, 6, 7, 8, 15], "x_": 6, "x_new": 8, "x_test": 2, "x_transform": [4, 8], "xlabel": [2, 4], "y": [2, 3, 6, 7, 8, 15], "y_": 6, "yet": 8, "ylabel": [2, 4], "you": [6, 13, 15], "your": [0, 6, 7, 8, 12, 15], "your_contribut": 13, "your_remot": 13, "zero": [3, 7], "zip": 1}, "titles": ["API Reference", "Example Gallery", "Plotting Template Classifier", "Plotting Template Estimator", "Plotting Template Transformer", "Computation times", "TemplateClassifier", "TemplateEstimator", "TemplateTransformer", "skltemplate.utils.discovery.all_displays", "skltemplate.utils.discovery.all_estimators", "skltemplate.utils.discovery.all_functions", "Project template for <code class=\"docutils literal notranslate\"><span class=\"pre\">scikit-learn</span></code> extension", "Getting started", "Computation times", "User guide : contents"], "titleterms": {"activ": 13, "all_displai": 9, "all_estim": 10, "all_funct": 11, "api": 0, "classifi": [2, 15], "comput": [5, 14], "continu": 13, "contribut": 13, "creat": 13, "develop": 13, "discoveri": [9, 10, 11], "document": 13, "download": 13, "edit": 13, "environ": 13, "estim": [0, 3, 13, 15], "exampl": [1, 6, 7, 8], "extens": 12, "galleri": 1, "get": 13, "guid": 15, "integr": 13, "learn": [12, 13], "local": 13, "manag": 13, "own": 13, "packag": 13, "plot": [2, 3, 4], "predictor": [0, 15], "project": 12, "publish": 13, "refer": 0, "regressor": 15, "repositori": 13, "scikit": [12, 13], "setup": 13, "skltemplat": [6, 7, 8, 9, 10, 11], "start": 13, "templat": [2, 3, 4, 12], "templateclassifi": 6, "templateestim": 7, "templatetransform": 8, "test": 13, "time": [5, 14], "transform": [0, 4, 15], "us": [6, 7, 8], "user": 15, "util": [0, 9, 10, 11], "your": 13}})
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Activating the development environment": [[13, "activating-the-development-environment"]], "Classifier": [[15, "classifier"]], "Computation times": [[5, "computation-times"], [14, "computation-times"]], "Creating your own scikit-learn contribution package": [[13, "creating-your-own-scikit-learn-contribution-package"]], "Develop your own scikit-learn estimators": [[13, "develop-your-own-scikit-learn-estimators"]], "Download and setup your repository": [[13, "download-and-setup-your-repository"]], "Edit the documentation": [[13, "edit-the-documentation"]], "Estimator": [[0, "estimator"], [15, "estimator"]], "Example Gallery": [[1, "example-gallery"]], "Examples using skltemplate.TemplateClassifier": [[6, "examples-using-skltemplate-templateclassifier"]], "Examples using skltemplate.TemplateEstimator": [[7, "examples-using-skltemplate-templateestimator"]], "Examples using skltemplate.TemplateTransformer": [[8, "examples-using-skltemplate-templatetransformer"]], "Getting started": [[13, "getting-started"]], "Local testing": [[13, "local-testing"]], "Managing your local and continuous integration environment": [[13, "managing-your-local-and-continuous-integration-environment"]], "Plotting Template Classifier": [[2, "plotting-template-classifier"]], "Plotting Template Estimator": [[3, "plotting-template-estimator"]], "Plotting Template Transformer": [[4, "plotting-template-transformer"]], "Predictor": [[0, "predictor"], [15, "predictor"]], "Project template for scikit-learn extension": [[12, "project-template-for-scikit-learn-extension"]], "Publish your package": [[13, "publish-your-package"]], "Regressor": [[15, "regressor"]], "Setup the continuous integration": [[13, "setup-the-continuous-integration"]], "TemplateClassifier": [[6, "templateclassifier"]], "TemplateEstimator": [[7, "templateestimator"]], "TemplateTransformer": [[8, "templatetransformer"]], "Transformer": [[0, "transformer"], [15, "transformer"]], "User Guide": [[15, "user-guide"]], "Utilities": [[0, "utilities"]], "skltemplate.utils.discovery.all_displays": [[9, "skltemplate-utils-discovery-all-displays"]], "skltemplate.utils.discovery.all_estimators": [[10, "skltemplate-utils-discovery-all-estimators"]], "skltemplate.utils.discovery.all_functions": [[11, "skltemplate-utils-discovery-all-functions"]]}, "docnames": ["api", "auto_examples/index", "auto_examples/plot_classifier", "auto_examples/plot_template", "auto_examples/plot_transformer", "auto_examples/sg_execution_times", "generated/skltemplate.TemplateClassifier", "generated/skltemplate.TemplateEstimator", "generated/skltemplate.TemplateTransformer", "generated/skltemplate.utils.discovery.all_displays", "generated/skltemplate.utils.discovery.all_estimators", "generated/skltemplate.utils.discovery.all_functions", "index", "quick_start", "sg_execution_times", "user_guide"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1}, "filenames": ["api.rst", "auto_examples/index.rst", "auto_examples/plot_classifier.rst", "auto_examples/plot_template.rst", "auto_examples/plot_transformer.rst", "auto_examples/sg_execution_times.rst", "generated/skltemplate.TemplateClassifier.rst", "generated/skltemplate.TemplateEstimator.rst", "generated/skltemplate.TemplateTransformer.rst", "generated/skltemplate.utils.discovery.all_displays.rst", "generated/skltemplate.utils.discovery.all_estimators.rst", "generated/skltemplate.utils.discovery.all_functions.rst", "index.rst", "quick_start.rst", "sg_execution_times.rst", "user_guide.rst"], "indexentries": {"all_displays() (in module skltemplate.utils.discovery)": [[9, "skltemplate.utils.discovery.all_displays", false]], "all_estimators() (in module skltemplate.utils.discovery)": [[10, "skltemplate.utils.discovery.all_estimators", false]], "all_functions() (in module skltemplate.utils.discovery)": [[11, "skltemplate.utils.discovery.all_functions", false]], "fit() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.fit", false]], "fit() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.fit", false]], "fit() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.fit", false]], "fit_transform() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.fit_transform", false]], "get_metadata_routing() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.get_metadata_routing", false]], "get_metadata_routing() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.get_metadata_routing", false]], "get_metadata_routing() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.get_metadata_routing", false]], "get_params() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.get_params", false]], "get_params() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.get_params", false]], "get_params() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.get_params", false]], "predict() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.predict", false]], "predict() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.predict", false]], "score() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.score", false]], "set_output() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.set_output", false]], "set_params() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.set_params", false]], "set_params() (skltemplate.templateestimator method)": [[7, "skltemplate.TemplateEstimator.set_params", false]], "set_params() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.set_params", false]], "set_score_request() (skltemplate.templateclassifier method)": [[6, "skltemplate.TemplateClassifier.set_score_request", false]], "templateclassifier (class in skltemplate)": [[6, "skltemplate.TemplateClassifier", false]], "templateestimator (class in skltemplate)": [[7, "skltemplate.TemplateEstimator", false]], "templatetransformer (class in skltemplate)": [[8, "skltemplate.TemplateTransformer", false]], "transform() (skltemplate.templatetransformer method)": [[8, "skltemplate.TemplateTransformer.transform", false]]}, "objects": {"skltemplate": [[6, 0, 1, "", "TemplateClassifier"], [7, 0, 1, "", "TemplateEstimator"], [8, 0, 1, "", "TemplateTransformer"]], "skltemplate.TemplateClassifier": [[6, 1, 1, "", "fit"], [6, 1, 1, "", "get_metadata_routing"], [6, 1, 1, "", "get_params"], [6, 1, 1, "", "predict"], [6, 1, 1, "", "score"], [6, 1, 1, "", "set_params"], [6, 1, 1, "", "set_score_request"]], "skltemplate.TemplateEstimator": [[7, 1, 1, "", "fit"], [7, 1, 1, "", "get_metadata_routing"], [7, 1, 1, "", "get_params"], [7, 1, 1, "", "predict"], [7, 1, 1, "", "set_params"]], "skltemplate.TemplateTransformer": [[8, 1, 1, "", "fit"], [8, 1, 1, "", "fit_transform"], [8, 1, 1, "", "get_metadata_routing"], [8, 1, 1, "", "get_params"], [8, 1, 1, "", "set_output"], [8, 1, 1, "", "set_params"], [8, 1, 1, "", "transform"]], "skltemplate.utils.discovery": [[9, 2, 1, "", "all_displays"], [10, 2, 1, "", "all_estimators"], [11, 2, 1, "", "all_functions"]]}, "objnames": {"0": ["py", "class", "Python class"], "1": ["py", "method", "Python method"], "2": ["py", "function", "Python function"]}, "objtypes": {"0": "py:class", "1": "py:method", "2": "py:function"}, "terms": {"": [2, 6, 7, 8, 13], "0": [2, 3, 4, 5, 6, 12, 14, 15], "00": [5, 14], "062": [4, 5, 14], "07": 12, "076": [3, 5, 14], "1": [2, 3, 4, 6, 7, 8, 12, 15], "10": 15, "100": [3, 7], "13": 2, "140": [2, 5, 14], "2": [2, 6, 12, 15], "20": 2, "2024": 12, "23": 2, "278": [5, 14], "2d": 15, "3": [5, 6, 14, 15], "30": 2, "39": 13, "4": 8, "5": 2, "50": 4, "500": 2, "52222222222222": 2, "9": 15, "972222222222214": 2, "A": [6, 7, 8, 12], "For": [6, 7, 8], "If": [6, 7, 8, 10], "In": [6, 13, 15], "It": [12, 13, 15], "One": 15, "The": [6, 7, 8, 13, 15], "Then": [13, 15], "There": 8, "To": [12, 13], "__": [6, 7, 8], "abl": 13, "abov": 13, "accuraci": [6, 15], "action": 13, "actual": [9, 10, 11], "ad": [6, 8], "add": 13, "addit": [8, 13, 15], "adher": 13, "aid": 13, "algorithm": [6, 13], "alia": 6, "all": [1, 6, 7, 8, 9, 10, 11, 13, 14, 15], "allow": [6, 15], "alreadi": 13, "an": [0, 2, 3, 4, 6, 7, 8, 12, 13], "ani": 13, "api": [8, 12, 13, 15], "appli": 10, "ar": [6, 7, 8, 10, 13, 15], "arang": [3, 4, 7], "arrai": [6, 7, 8, 15], "associ": [13, 15], "attribut": [6, 7, 8], "auto_exampl": 5, "auto_examples_jupyt": 1, "auto_examples_python": 1, "automat": [12, 13], "avail": 13, "ax_": 2, "axi": 15, "base": 15, "baseestim": [10, 15], "basic": 15, "been": 7, "befor": 13, "below": 13, "benchmark": 13, "benefit": 13, "best": 4, "bool": [6, 7, 8], "boolean": 7, "both": 15, "boundari": 2, "build": [6, 7, 8, 12, 13, 15], "c": 2, "call": [13, 15], "can": [13, 15], "case": [13, 15], "central": 15, "chang": [6, 13], "check": [6, 7, 8, 13], "check_estim": 13, "citat": 13, "class": [6, 7, 8, 9, 10, 15], "classes_": [6, 15], "classif": [6, 7], "classifi": [1, 5, 6, 10, 14], "classifiermixin": 15, "clearli": 13, "clf": [2, 6], "clone": 13, "closest": 6, "cluster": 10, "code": [1, 2, 3, 4, 13], "codecov": 13, "column": 15, "com": 13, "combin": 15, "command": 13, "commit": 13, "common": 13, "compat": [12, 13], "complement": 12, "compliant": 13, "compon": [6, 7, 8], "comput": 15, "conda": 13, "configur": [8, 13], "consist": 13, "contain": [6, 7, 8, 13], "contrib": 13, "contributor": 13, "correctli": 6, "correspond": 15, "coverag": 13, "crawl": 10, "creat": [2, 12, 15], "custom": [12, 13], "data": [4, 6, 8], "datafram": 8, "dataset": [2, 6, 15], "date": 12, "decis": 2, "decisionboundarydisplai": 2, "deep": [6, 7, 8], "def": 15, "default": [6, 7, 8, 10], "defin": [6, 7, 8, 10, 13], "demo": [6, 8], "demo_param": [6, 7, 8], "demonst": [6, 8], "demonstr": 7, "depend": 13, "deploi": 13, "deriv": 15, "detail": 15, "dev": 13, "dict": [6, 7, 8], "differ": 13, "directli": 13, "directori": 13, "disp": 2, "displai": [2, 9], "doc": 13, "docstr": 13, "doctest": 13, "document": [0, 12], "don": 13, "done": 13, "download": [1, 2, 3, 4], "dtype": 4, "dure": [6, 7, 8, 15], "e": [6, 13, 15], "each": [6, 7, 8, 13, 15], "edgecolor": 2, "effect": 6, "effici": 13, "element": 8, "enabl": 15, "enable_metadata_rout": 6, "encapsul": [6, 7, 8], "end": [2, 3, 4], "endeavor": 13, "entri": 15, "error": 6, "estim": [1, 4, 5, 6, 7, 8, 10, 12, 14], "even": 13, "exampl": [0, 2, 3, 4, 5, 9, 10, 11, 12, 13, 14, 15], "execut": [5, 14], "exist": 6, "expect": 15, "explain": 12, "expos": 13, "extend": 12, "fals": 6, "featur": [2, 6, 7, 8], "feature_names_in_": [6, 7, 8], "file": [5, 13, 14], "filter": 10, "final": 13, "find": 13, "fit": [2, 3, 6, 7, 8, 10, 15], "fit_param": 8, "fit_transform": [4, 8, 15], "flatten": 4, "float": 6, "float64": 4, "folder": 13, "follow": [13, 15], "forg": 13, "form": [6, 7, 8], "format": [8, 13], "from": [2, 3, 4, 5, 6, 7, 9, 10, 11, 14, 15], "from_estim": 2, "full": [2, 3, 4], "function": [6, 7, 8, 10, 11, 15], "g": 6, "galleri": [2, 3, 4, 12, 13, 14], "gener": [1, 2, 3, 4, 12, 13], "get": [6, 7, 8, 9, 10, 11, 12, 15], "get_metadata_rout": [6, 7, 8], "get_param": [6, 7, 8], "git": 13, "github": 13, "give": [13, 15], "given": 6, "go": [2, 3, 4], "grep": 13, "grid": 4, "guid": [6, 7, 8, 12, 13], "guidelin": 12, "ha": [6, 7, 8], "harsh": 6, "have": [6, 7, 8, 13, 15], "help": [12, 13], "here": [12, 13], "histori": 13, "home": 13, "hood": 13, "how": [0, 6, 7, 8, 12], "howev": 13, "http": 13, "i": [0, 6, 8, 9, 10, 11, 12, 13, 15], "idea": 12, "ignor": 6, "illustr": [13, 15], "implement": [6, 7, 8, 15], "import": [2, 3, 4, 6, 7, 9, 10, 11, 15], "impos": 15, "includ": 10, "index": [4, 13], "indic": 7, "infer": 15, "inform": [6, 7, 8, 12], "inher": 15, "inherit": [10, 15], "init": 13, "initi": 13, "input": [6, 7, 8, 15], "insid": 6, "inspect": 2, "instal": 13, "instanc": [6, 7, 8, 13], "instead": [6, 15], "int": [6, 7, 8], "interact": 13, "introduc": 8, "introductori": 1, "intuit": 13, "io": 13, "ipynb": [2, 3, 4], "is_fitted_": 7, "issu": 12, "jupyt": [1, 2, 3, 4], "k": 2, "kind": 10, "label": [4, 6, 7], "latest": 13, "latter": [6, 7, 8], "lbfg": 15, "learn": [2, 15], "least": 10, "legend": 4, "leverag": 13, "like": [6, 7, 8], "linear_model": 15, "linewidth": 2, "link": [12, 13], "lint": 13, "linter": 13, "linux": 13, "list": [9, 10, 11], "literatur": 13, "load_diabet": 15, "load_iri": [6, 15], "loc": 4, "logisticregress": 15, "m": 13, "maco": 13, "made": 13, "main": 13, "make": 13, "make_pipelin": 15, "map": [6, 7, 8], "matplotlib": [3, 4], "matrix": [7, 8, 15], "mb": [5, 14], "mean": [6, 15], "mechan": [6, 7, 8], "mem": [5, 14], "meta": 6, "metadata": [6, 7, 8], "metadata_rout": 6, "metadatarequest": [6, 7, 8], "method": [6, 7, 8, 15], "metric": 6, "minut": [2, 3, 4], "mixin": 15, "model": 13, "modifi": [12, 13], "modul": 10, "more": [6, 7, 8, 15], "much": 13, "multi": 6, "myownclassifi": 15, "myownestim": 15, "myownregressor": 15, "myowntransform": 15, "n_class": 6, "n_featur": [6, 7, 8], "n_features_in_": [6, 7, 8], "n_features_new": 8, "n_output": [6, 7, 8], "n_sampl": [6, 7, 8], "name": [6, 7, 8, 9, 10, 11, 13], "narr": [12, 13], "ndarrai": [6, 7, 8], "need": [8, 13, 15], "nest": [6, 7, 8], "new": 13, "newaxi": 15, "nn": 6, "none": [6, 8, 10, 15], "note": [6, 15], "notebook": [1, 2, 3, 4], "np": [2, 3, 4, 7, 15], "number": [6, 7, 8], "numpi": [2, 3, 4, 7, 15], "numpydoc": 13, "object": [6, 7, 8, 13], "occurr": 13, "oct": 12, "onc": [13, 15], "one": 10, "ones": 7, "onli": [6, 7, 8, 10, 15], "onlin": 13, "optim": 13, "option": [6, 8], "origin": [4, 6, 13], "other": 6, "otherwis": 6, "our": [2, 13, 15], "output": [8, 15], "own": [0, 6, 7, 8, 12], "packag": 12, "page": [12, 13], "panda": 8, "param": [6, 7, 8], "paramet": [6, 7, 8, 10, 15], "paramt": [6, 8], "particular": 13, "pass": [6, 7, 8, 13, 15], "pep257": 13, "pep8": 13, "piec": 15, "pip": 13, "pipe": 15, "pipelin": [6, 7, 8, 15], "pixi": 13, "place": 12, "platform": 13, "pleas": [6, 7, 8], "plot": [1, 5, 6, 7, 8, 14], "plot_": 13, "plot_classifi": [2, 5, 14], "plot_templ": [3, 5, 14], "plot_transform": [4, 5, 14], "plt": [3, 4], "polar": 8, "possibl": [6, 7, 8, 10, 13], "pre": 13, "pred": 15, "predict": [2, 3, 6, 7, 15], "predict_proba": 15, "present": 13, "probabl": 15, "project": [0, 13], "promot": 13, "provid": [6, 12, 13, 15], "public": 13, "publicli": 13, "push": 13, "py": [2, 3, 4, 5, 13, 14], "pypi": 13, "pyplot": [3, 4], "pytest": 13, "python": [1, 2, 3, 4, 13], "r": [6, 15], "rais": 6, "rand": [2, 15], "randint": 15, "random": [2, 15], "random_st": 15, "randomst": 2, "read": [6, 7, 8], "real": 7, "reason": 15, "refer": [6, 7, 8, 12, 13], "regard": [6, 7, 8, 12], "regress": 7, "regressor": 10, "regressormixin": 15, "reiniti": 13, "relev": [6, 13], "remot": 13, "remov": 13, "replac": 13, "report": 13, "repositori": 12, "request": [6, 13], "requir": [6, 8], "reshap": [3, 4, 7], "retain": 6, "return": [6, 7, 8, 9, 10, 11, 15], "return_x_i": [6, 15], "rf": 13, "right": 12, "rm": 13, "rng": 2, "root": 8, "rout": [6, 7, 8], "rst": 13, "run": [2, 3, 4, 13], "sampl": [6, 7, 8, 15], "sample_weight": 6, "scatter": 2, "scientif": 13, "scikit": [2, 15], "score": [6, 15], "script": [2, 3, 4], "second": [2, 3, 4], "see": [6, 8], "seen": [6, 7, 8], "self": [6, 7, 8, 15], "serv": 13, "set": [2, 6, 7, 8, 12, 13, 15], "set_config": 6, "set_output": 8, "set_param": [6, 7, 8], "set_score_request": 6, "sh": 13, "shape": [6, 7, 8, 15], "shell": 13, "short": 13, "should": [6, 10, 13, 15], "show": [3, 4, 12, 15], "similarli": 15, "simpl": [2, 6, 7, 8], "sinc": [6, 15], "size": 15, "skeleton": 13, "sklearn": [2, 6, 13, 15], "skltemplat": [2, 3, 4, 13], "slearn": 15, "so": [6, 7, 8, 13], "solver": 15, "some": [6, 12, 13, 15], "sourc": [1, 2, 3, 4, 12, 13], "spars": [7, 8], "specif": [10, 13], "sphinx": [1, 2, 3, 4, 12, 13], "squar": 8, "standalon": 13, "standard": 13, "start": 12, "store": [6, 7, 8], "str": [6, 7, 8, 10], "string": [6, 7, 8, 9, 10, 11], "style": 13, "sub": 6, "subobject": [6, 7, 8], "subset": 6, "succinct": 13, "sum": 15, "support": 13, "system": 13, "t": [6, 13], "take": 15, "target": [6, 7, 8], "task": 13, "templat": [1, 5, 6, 7, 8, 13, 14], "templateclassifi": 2, "templateestim": 3, "templatetransform": 4, "term": 13, "test": [2, 6, 10], "test_common": 13, "text": 2, "thei": 15, "them": 12, "therefor": [13, 15], "thi": [0, 6, 7, 8, 10, 12, 13, 15], "through": 13, "time": [2, 3, 4], "titl": [2, 4], "toml": 13, "tool": 13, "total": [2, 3, 4, 5, 14], "train": [2, 6, 7, 8], "transform": [1, 5, 8, 10, 14], "transformermixin": 15, "true": [4, 6, 7, 8, 15], "tupl": [9, 10, 11], "type": [9, 10], "type_filt": 10, "unchang": [6, 8], "under": 13, "uniqu": 15, "unit": 13, "unsupervis": 8, "up": 13, "updat": [6, 7, 8], "upload": 13, "us": [2, 12, 13, 15], "usag": 13, "user": [6, 7, 8, 12, 13], "user_guid": 13, "usual": 13, "util": 6, "valu": [4, 6, 7, 8, 10], "veri": 2, "version": [6, 8, 12, 15], "visualis": 13, "vsl": 13, "w": 6, "wa": 8, "want": 13, "we": [12, 13, 15], "weight": 6, "well": [6, 7, 8, 12], "when": [6, 7, 8, 13, 15], "where": [9, 10, 11, 13, 15], "whether": 7, "which": [6, 10, 13, 15], "window": 13, "wise": 8, "within": 15, "work": [6, 7, 8, 15], "x": [2, 3, 4, 6, 7, 8, 15], "x_": 6, "x_new": 8, "x_test": 2, "x_transform": [4, 8], "xlabel": [2, 4], "y": [2, 3, 6, 7, 8, 15], "y_": 6, "yet": 8, "ylabel": [2, 4], "you": [6, 13, 15], "your": [0, 6, 7, 8, 12, 15], "your_contribut": 13, "your_remot": 13, "zero": [3, 7], "zip": 1}, "titles": ["API Reference", "Example Gallery", "Plotting Template Classifier", "Plotting Template Estimator", "Plotting Template Transformer", "Computation times", "TemplateClassifier", "TemplateEstimator", "TemplateTransformer", "skltemplate.utils.discovery.all_displays", "skltemplate.utils.discovery.all_estimators", "skltemplate.utils.discovery.all_functions", "Project template for <code class=\"docutils literal notranslate\"><span class=\"pre\">scikit-learn</span></code> extension", "Getting started", "Computation times", "User guide : contents"], "titleterms": {"activ": 13, "all_displai": 9, "all_estim": 10, "all_funct": 11, "api": 0, "classifi": [2, 15], "comput": [5, 14], "continu": 13, "contribut": 13, "creat": 13, "develop": 13, "discoveri": [9, 10, 11], "document": 13, "download": 13, "edit": 13, "environ": 13, "estim": [0, 3, 13, 15], "exampl": [1, 6, 7, 8], "extens": 12, "galleri": 1, "get": 13, "guid": 15, "integr": 13, "learn": [12, 13], "local": 13, "manag": 13, "own": 13, "packag": 13, "plot": [2, 3, 4], "predictor": [0, 15], "project": 12, "publish": 13, "refer": 0, "regressor": 15, "repositori": 13, "scikit": [12, 13], "setup": 13, "skltemplat": [6, 7, 8, 9, 10, 11], "start": 13, "templat": [2, 3, 4, 12], "templateclassifi": 6, "templateestim": 7, "templatetransform": 8, "test": 13, "time": [5, 14], "transform": [0, 4, 15], "us": [6, 7, 8], "user": 15, "util": [0, 9, 10, 11], "your": 13}})
\ No newline at end of file
diff --git a/sg_execution_times.html b/sg_execution_times.html
index fe3a660..a8a0422 100644
--- a/sg_execution_times.html
+++ b/sg_execution_times.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Computation times &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>Computation times &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=23c35593"></script>
+    <script src="_static/documentation_options.js?v=98076c7b"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/design-tabs.js?v=36754332"></script>
@@ -125,8 +125,8 @@
       
     
     
-    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>
@@ -387,7 +387,7 @@
                   
   <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>00:00.277</strong> total execution time for 3 files <strong>from all galleries</strong>:</p>
+<p><strong>00:00.278</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" />
@@ -409,7 +409,7 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/plot_classifier.html#sphx-glr-auto-examples-plot-classifier-py"><span class="std std-ref">Plotting Template Classifier</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/plot_classifier.py</span></code>)</p></td>
-<td><p>00:00.138</p></td>
+<td><p>00:00.140</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/plot_template.html#sphx-glr-auto-examples-plot-template-py"><span class="std std-ref">Plotting Template Estimator</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/plot_template.py</span></code>)</p></td>
@@ -417,7 +417,7 @@
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/plot_transformer.html#sphx-glr-auto-examples-plot-transformer-py"><span class="std std-ref">Plotting Template Transformer</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/plot_transformer.py</span></code>)</p></td>
-<td><p>00:00.063</p></td>
+<td><p>00:00.062</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>
diff --git a/user_guide.html b/user_guide.html
index a9943c9..5ff2fd8 100644
--- a/user_guide.html
+++ b/user_guide.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>User guide : contents &#8212; Scikit-learn Project Template 0.1.2.dev6+g77561be documentation</title>
+    <title>User guide : contents &#8212; Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation</title>
   
   
   
@@ -42,7 +42,7 @@
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
-    <script src="_static/documentation_options.js?v=23c35593"></script>
+    <script src="_static/documentation_options.js?v=98076c7b"></script>
     <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/design-tabs.js?v=36754332"></script>
@@ -128,8 +128,8 @@
       
     
     
-    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>
-    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev6+g77561be documentation - Home"/>`);</script>
+    <img src="_static/logo.png" class="logo__image only-light" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>
+    <script>document.write(`<img src="_static/logo.png" class="logo__image only-dark" alt="Scikit-learn Project Template 0.1.2.dev7+gfc9f82e documentation - Home"/>`);</script>
   
   
 </a></div>