docs updates [skip ci] (215)

neurodata · Aug 12, 2024 · 6aeccf5 · 6aeccf5
1 parent dd381d7
commit 6aeccf5
Show file tree

Hide file tree

Showing 178 changed files with 330 additions and 330 deletions.
diff --git a/dev/.buildinfo b/dev/.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: a4fb2a5daf30f74230189264b47cbac9
+config: ea5cbe19f39cd7b3f9dd3aca22c1f376
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/dev/_downloads/01db3aaf18d9ba343b8f3f07eb99c546/plot_sparse_projection_matrix.zip b/dev/_downloads/01db3aaf18d9ba343b8f3f07eb99c546/plot_sparse_projection_matrix.zip
diff --git a/dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
diff --git a/dev/_downloads/2c733ac84d15279caad7ea835156b4a2/plot_multiview_dtc.zip b/dev/_downloads/2c733ac84d15279caad7ea835156b4a2/plot_multiview_dtc.zip
diff --git a/dev/_downloads/320d478bc9a2e3e0221311c4575900a3/plot_quantile_vs_standard_oblique_forest.zip b/dev/_downloads/320d478bc9a2e3e0221311c4575900a3/plot_quantile_vs_standard_oblique_forest.zip
diff --git a/dev/_downloads/326235a71087d51ca06f5bfcb91e7968/treeple_tutorial_2_2_pvalue_multiview.zip b/dev/_downloads/326235a71087d51ca06f5bfcb91e7968/treeple_tutorial_2_2_pvalue_multiview.zip
diff --git a/dev/_downloads/454344e2f685131cefd4978a5595e753/treeple_tutorial_1_1d_HD.zip b/dev/_downloads/454344e2f685131cefd4978a5595e753/treeple_tutorial_1_1d_HD.zip
diff --git a/dev/_downloads/4bb3b964854a85fad82990f404a0c943/plot_oblique_random_forest.zip b/dev/_downloads/4bb3b964854a85fad82990f404a0c943/plot_oblique_random_forest.zip
diff --git a/dev/_downloads/4e0f4a2cbd67a8507c1cf4d4a251a12d/plot_overlapping_gaussians.zip b/dev/_downloads/4e0f4a2cbd67a8507c1cf4d4a251a12d/plot_overlapping_gaussians.zip
diff --git a/dev/_downloads/5c5ca3aade0303909954e6ac5f7595a5/treeple_tutorial_0_GMM.zip b/dev/_downloads/5c5ca3aade0303909954e6ac5f7595a5/treeple_tutorial_0_GMM.zip
diff --git a/dev/_downloads/5e2369b81915b9db2c6d0c56b64fe4a3/treeple_tutorial_1_1b_MI.zip b/dev/_downloads/5e2369b81915b9db2c6d0c56b64fe4a3/treeple_tutorial_1_1b_MI.zip
diff --git a/dev/_downloads/6f1a342b3b44ea9f1df69a21c4155596/treeple_tutorial_1_1c_pAUC.zip b/dev/_downloads/6f1a342b3b44ea9f1df69a21c4155596/treeple_tutorial_1_1c_pAUC.zip
diff --git a/dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
diff --git a/dev/_downloads/6f8aa6809fd74b4167325fa2c0953259/plot_extended_isolation_forest.zip b/dev/_downloads/6f8aa6809fd74b4167325fa2c0953259/plot_extended_isolation_forest.zip
diff --git a/dev/_downloads/82242de7b30df6e55eb7dffe2493bbd7/treeple_tutorial_2_1a_SA98_multiview.zip b/dev/_downloads/82242de7b30df6e55eb7dffe2493bbd7/treeple_tutorial_2_1a_SA98_multiview.zip
diff --git a/dev/_downloads/897456fcba8a8bf63f54f8240e2c4353/plot_projection_matrices.zip b/dev/_downloads/897456fcba8a8bf63f54f8240e2c4353/plot_projection_matrices.zip
diff --git a/dev/_downloads/8dbc124cd60de33a56e0e15ed8c176e3/plot_iris_dtc.zip b/dev/_downloads/8dbc124cd60de33a56e0e15ed8c176e3/plot_iris_dtc.zip
diff --git a/dev/_downloads/9c7389c62ee13eac7d0be4f437a62722/plot_extra_orf_sample_size.zip b/dev/_downloads/9c7389c62ee13eac7d0be4f437a62722/plot_extra_orf_sample_size.zip
diff --git a/dev/_downloads/b01556ebe3a6cbe751683b3f2e7e108d/plot_extra_oblique_random_forest.zip b/dev/_downloads/b01556ebe3a6cbe751683b3f2e7e108d/plot_extra_oblique_random_forest.zip
diff --git a/dev/_downloads/b4020b1683b45cbf7b1ae3624234b804/plot_quantile_toy_example_with_RF.zip b/dev/_downloads/b4020b1683b45cbf7b1ae3624234b804/plot_quantile_toy_example_with_RF.zip
diff --git a/dev/_downloads/b9e912c5a804a7b1fdde48d14a1df2b9/treeple_tutorial_2_1b_CMI.zip b/dev/_downloads/b9e912c5a804a7b1fdde48d14a1df2b9/treeple_tutorial_2_1b_CMI.zip
diff --git a/dev/_downloads/cc7ecce203bf949be84138ac357fa9d6/plot_multiview_axis_aligned_splitter.zip b/dev/_downloads/cc7ecce203bf949be84138ac357fa9d6/plot_multiview_axis_aligned_splitter.zip
diff --git a/dev/_downloads/d11106b2edac249296c46309d92de87f/plot_quantile_interpolation_with_RF.zip b/dev/_downloads/d11106b2edac249296c46309d92de87f/plot_quantile_interpolation_with_RF.zip
diff --git a/...downloads/e363bcd1280de3509f9433ea18a26eba/plot_quantile_regression_intervals_with_RF.zip b/...downloads/e363bcd1280de3509f9433ea18a26eba/plot_quantile_regression_intervals_with_RF.zip
diff --git a/...oads/e3a152559991e2a55b41abd0e27c7bec/plot_oblique_axis_aligned_forests_sparse_parity.zip b/...oads/e3a152559991e2a55b41abd0e27c7bec/plot_oblique_axis_aligned_forests_sparse_parity.zip
diff --git a/dev/_downloads/e7ee566e30d026c8536e260e733b241c/treeple_tutorial_1_2_pvalue.zip b/dev/_downloads/e7ee566e30d026c8536e260e733b241c/treeple_tutorial_1_2_pvalue.zip
diff --git a/dev/_downloads/e86485aec6c0c7dab4565161efcc6bc8/plot_oblique_forests_iris.zip b/dev/_downloads/e86485aec6c0c7dab4565161efcc6bc8/plot_oblique_forests_iris.zip
diff --git a/dev/_downloads/f9383e5e4811711772fb1996735e0729/treeple_tutorial_1_1a_SA98.zip b/dev/_downloads/f9383e5e4811711772fb1996735e0729/treeple_tutorial_1_1a_SA98.zip
diff --git a/dev/_images/sphx_glr_plot_extended_isolation_forest_006.png b/dev/_images/sphx_glr_plot_extended_isolation_forest_006.png
diff --git a/dev/_images/sphx_glr_plot_extended_isolation_forest_007.png b/dev/_images/sphx_glr_plot_extended_isolation_forest_007.png
diff --git a/dev/_images/sphx_glr_plot_extended_isolation_forest_008.png b/dev/_images/sphx_glr_plot_extended_isolation_forest_008.png
diff --git a/dev/_images/sphx_glr_plot_extended_isolation_forest_009.png b/dev/_images/sphx_glr_plot_extended_isolation_forest_009.png
diff --git a/dev/_images/sphx_glr_plot_extended_isolation_forest_010.png b/dev/_images/sphx_glr_plot_extended_isolation_forest_010.png
diff --git a/dev/_images/sphx_glr_plot_extra_oblique_random_forest_001.png b/dev/_images/sphx_glr_plot_extra_oblique_random_forest_001.png
diff --git a/dev/_images/sphx_glr_plot_extra_oblique_random_forest_thumb.png b/dev/_images/sphx_glr_plot_extra_oblique_random_forest_thumb.png
diff --git a/dev/_images/sphx_glr_plot_extra_orf_sample_size_001.png b/dev/_images/sphx_glr_plot_extra_orf_sample_size_001.png
diff --git a/dev/_images/sphx_glr_plot_extra_orf_sample_size_thumb.png b/dev/_images/sphx_glr_plot_extra_orf_sample_size_thumb.png
diff --git a/dev/_images/sphx_glr_plot_multiview_dtc_001.png b/dev/_images/sphx_glr_plot_multiview_dtc_001.png
diff --git a/dev/_images/sphx_glr_plot_multiview_dtc_thumb.png b/dev/_images/sphx_glr_plot_multiview_dtc_thumb.png
diff --git a/dev/_images/sphx_glr_plot_overlapping_gaussians_001.png b/dev/_images/sphx_glr_plot_overlapping_gaussians_001.png
diff --git a/dev/_images/sphx_glr_plot_overlapping_gaussians_thumb.png b/dev/_images/sphx_glr_plot_overlapping_gaussians_thumb.png
diff --git a/dev/_modules/index.html b/dev/_modules/index.html
@@ -491,7 +491,7 @@ <h1>All modules for which code is available</h1>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/_lib/sklearn/ensemble/_forest.html b/dev/_modules/treeple/_lib/sklearn/ensemble/_forest.html
@@ -4122,7 +4122,7 @@ <h1>Source code for treeple._lib.sklearn.ensemble._forest</h1><div class="highli
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/_lib/sklearn/tree/_classes.html b/dev/_modules/treeple/_lib/sklearn/tree/_classes.html
@@ -2967,7 +2967,7 @@ <h1>Source code for treeple._lib.sklearn.tree._classes</h1><div class="highlight
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/datasets/hyppo.html b/dev/_modules/treeple/datasets/hyppo.html
@@ -1374,7 +1374,7 @@ <h1>Source code for treeple.datasets.hyppo</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/datasets/multiview.html b/dev/_modules/treeple/datasets/multiview.html
@@ -836,7 +836,7 @@ <h1>Source code for treeple.datasets.multiview</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/ensemble/_eiforest.html b/dev/_modules/treeple/ensemble/_eiforest.html
@@ -673,7 +673,7 @@ <h1>Source code for treeple.ensemble._eiforest</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/ensemble/_honest_forest.html b/dev/_modules/treeple/ensemble/_honest_forest.html
@@ -1318,7 +1318,7 @@ <h1>Source code for treeple.ensemble._honest_forest</h1><div class="highlight"><
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/ensemble/_multiview.html b/dev/_modules/treeple/ensemble/_multiview.html
@@ -792,7 +792,7 @@ <h1>Source code for treeple.ensemble._multiview</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/ensemble/_supervised_forest.html b/dev/_modules/treeple/ensemble/_supervised_forest.html
@@ -2417,7 +2417,7 @@ <h1>Source code for treeple.ensemble._supervised_forest</h1><div class="highligh
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/ensemble/_unsupervised_forest.html b/dev/_modules/treeple/ensemble/_unsupervised_forest.html
@@ -1308,7 +1308,7 @@ <h1>Source code for treeple.ensemble._unsupervised_forest</h1><div class="highli
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/experimental/monte_carlo.html b/dev/_modules/treeple/experimental/monte_carlo.html
@@ -696,7 +696,7 @@ <h1>Source code for treeple.experimental.monte_carlo</h1><div class="highlight">
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/experimental/mutual_info.html b/dev/_modules/treeple/experimental/mutual_info.html
@@ -933,7 +933,7 @@ <h1>Source code for treeple.experimental.mutual_info</h1><div class="highlight">
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/experimental/simulate.html b/dev/_modules/treeple/experimental/simulate.html
@@ -706,7 +706,7 @@ <h1>Source code for treeple.experimental.simulate</h1><div class="highlight"><pr
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/neighbors.html b/dev/_modules/treeple/neighbors.html
@@ -693,7 +693,7 @@ <h1>Source code for treeple.neighbors</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/stats/baseline.html b/dev/_modules/treeple/stats/baseline.html
@@ -732,7 +732,7 @@ <h1>Source code for treeple.stats.baseline</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/stats/forest.html b/dev/_modules/treeple/stats/forest.html
@@ -718,7 +718,7 @@ <h1>Source code for treeple.stats.forest</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/stats/permuteforest.html b/dev/_modules/treeple/stats/permuteforest.html
@@ -957,7 +957,7 @@ <h1>Source code for treeple.stats.permuteforest</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/tree/_classes.html b/dev/_modules/treeple/tree/_classes.html
@@ -3737,7 +3737,7 @@ <h1>Source code for treeple.tree._classes</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/tree/_honest_tree.html b/dev/_modules/treeple/tree/_honest_tree.html
@@ -1311,7 +1311,7 @@ <h1>Source code for treeple.tree._honest_tree</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/tree/_multiview.html b/dev/_modules/treeple/tree/_multiview.html
@@ -1149,7 +1149,7 @@ <h1>Source code for treeple.tree._multiview</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/_modules/treeple/tree/_neighbors.html b/dev/_modules/treeple/tree/_neighbors.html
@@ -547,7 +547,7 @@ <h1>Source code for treeple.tree._neighbors</h1><div class="highlight"><pre>
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/api.html b/dev/api.html
@@ -881,7 +881,7 @@ <h2>Experimental Functionality<a class="headerlink" href="#experimental-function
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/calibration/index.html b/dev/auto_examples/calibration/index.html
@@ -562,7 +562,7 @@
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/calibration/plot_overlapping_gaussians.html b/dev/auto_examples/calibration/plot_overlapping_gaussians.html
@@ -690,8 +690,8 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
 <span class="c1"># curve, compared to RF which is shown below.</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_overlapping_gaussians_001.png" srcset="../../_images/sphx_glr_plot_overlapping_gaussians_001.png" alt="plot overlapping gaussians" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 8.423 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  276 MB</p>
+<img src="../../_images/sphx_glr_plot_overlapping_gaussians_001.png" srcset="../../_images/sphx_glr_plot_overlapping_gaussians_001.png" alt="plot overlapping gaussians" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 7.164 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  274 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-calibration-plot-overlapping-gaussians-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/790f5008869f2aeba5c7596d3d329bbd/plot_overlapping_gaussians.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_overlapping_gaussians.ipynb</span></code></a></p>
@@ -778,7 +778,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/calibration/sg_execution_times.html b/dev/auto_examples/calibration/sg_execution_times.html
@@ -433,7 +433,7 @@
 
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-calibration-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:08.423</strong> total execution time for 1 file <strong>from auto_examples/calibration</strong>:</p>
+<p><strong>00:07.164</strong> total execution time for 1 file <strong>from auto_examples/calibration</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" />
@@ -455,8 +455,8 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_overlapping_gaussians.html#sphx-glr-auto-examples-calibration-plot-overlapping-gaussians-py"><span class="std std-ref">Plot honest forest calibrations on overlapping gaussian simulations</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_overlapping_gaussians.py</span></code>)</p></td>
-<td><p>00:08.423</p></td>
-<td><p>276.0</p></td>
+<td><p>00:07.164</p></td>
+<td><p>273.6</p></td>
 </tr>
 </tbody>
 </table>
@@ -502,7 +502,7 @@
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/index.html b/dev/auto_examples/index.html
@@ -620,7 +620,7 @@ <h2>Treeple for Hypothesis Testing<a class="headerlink" href="#treeple-for-hypot
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/multiview/index.html b/dev/auto_examples/multiview/index.html
@@ -562,7 +562,7 @@
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/multiview/plot_multiview_dtc.html b/dev/auto_examples/multiview/plot_multiview_dtc.html
@@ -679,8 +679,8 @@ <h2>Visualize scores and compare performance<a class="headerlink" href="#visuali
 as the number of features in the second view increases. This is because the multi-view
 random forest samples from each feature-set uniformly, while the regular random forest
 samples from all features uniformly. This is a key difference between the two forests.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 38.923 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  925 MB</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 41.563 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  932 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-multiview-plot-multiview-dtc-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/a48189389fb2a3065aa5f8a8eb0b2736/plot_multiview_dtc.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_multiview_dtc.ipynb</span></code></a></p>
@@ -769,7 +769,7 @@ <h2>Visualize scores and compare performance<a class="headerlink" href="#visuali
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/multiview/sg_execution_times.html b/dev/auto_examples/multiview/sg_execution_times.html
@@ -433,7 +433,7 @@
 
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-multiview-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:38.923</strong> total execution time for 1 file <strong>from auto_examples/multiview</strong>:</p>
+<p><strong>00:41.563</strong> total execution time for 1 file <strong>from auto_examples/multiview</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" />
@@ -455,8 +455,8 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_multiview_dtc.html#sphx-glr-auto-examples-multiview-plot-multiview-dtc-py"><span class="std std-ref">Analyze a multi-view dataset with a multi-view random forest</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_multiview_dtc.py</span></code>)</p></td>
-<td><p>00:38.923</p></td>
-<td><p>925.1</p></td>
+<td><p>00:41.563</p></td>
+<td><p>931.8</p></td>
 </tr>
 </tbody>
 </table>
@@ -502,7 +502,7 @@
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/outlier_detection/index.html b/dev/auto_examples/outlier_detection/index.html
@@ -562,7 +562,7 @@
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/outlier_detection/plot_extended_isolation_forest.html b/dev/auto_examples/outlier_detection/plot_extended_isolation_forest.html
@@ -1562,8 +1562,8 @@ <h2>Visualize the prediction of each tree within the forest<a class="headerlink"
 </pre></div>
 </div>
 <ul class="sphx-glr-horizontal">
-<li><img src="../../_images/sphx_glr_plot_extended_isolation_forest_009.png" srcset="../../_images/sphx_glr_plot_extended_isolation_forest_009.png" alt="IsoForest Nominal: Mean=1.106, Var=0.009 Anomaly: Mean=0.774, Var=0.051" class = "sphx-glr-multi-img"/></li>
-<li><img src="../../_images/sphx_glr_plot_extended_isolation_forest_010.png" srcset="../../_images/sphx_glr_plot_extended_isolation_forest_010.png" alt="ExtendedIsoForest Nominal: Mean=1.059, Var=0.021 Anomaly: Mean=0.851, Var=0.056" class = "sphx-glr-multi-img"/></li>
+<li><img src="../../_images/sphx_glr_plot_extended_isolation_forest_009.png" srcset="../../_images/sphx_glr_plot_extended_isolation_forest_009.png" alt="IsoForest Nominal: Mean=1.1, Var=0.012 Anomaly: Mean=0.772, Var=0.06" class = "sphx-glr-multi-img"/></li>
+<li><img src="../../_images/sphx_glr_plot_extended_isolation_forest_010.png" srcset="../../_images/sphx_glr_plot_extended_isolation_forest_010.png" alt="ExtendedIsoForest Nominal: Mean=1.07, Var=0.018 Anomaly: Mean=0.867, Var=0.052" class = "sphx-glr-multi-img"/></li>
 </ul>
 </section>
 <section id="references">
@@ -1576,8 +1576,8 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
 </aside>
 </aside>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 8.827 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  236 MB</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 9.283 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  235 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-outlier-detection-plot-extended-isolation-forest-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/35ddc82089025cc3300767efd6570f9f/plot_extended_isolation_forest.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_extended_isolation_forest.ipynb</span></code></a></p>
@@ -1669,7 +1669,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>

diff --git a/dev/auto_examples/outlier_detection/sg_execution_times.html b/dev/auto_examples/outlier_detection/sg_execution_times.html
@@ -433,7 +433,7 @@
 
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-outlier-detection-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:08.827</strong> total execution time for 1 file <strong>from auto_examples/outlier_detection</strong>:</p>
+<p><strong>00:09.283</strong> total execution time for 1 file <strong>from auto_examples/outlier_detection</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" />
@@ -455,8 +455,8 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_extended_isolation_forest.html#sphx-glr-auto-examples-outlier-detection-plot-extended-isolation-forest-py"><span class="std std-ref">ExtendedIsolationForest example</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_extended_isolation_forest.py</span></code>)</p></td>
-<td><p>00:08.827</p></td>
-<td><p>235.8</p></td>
+<td><p>00:09.283</p></td>
+<td><p>235.1</p></td>
 </tr>
 </tbody>
 </table>
@@ -502,7 +502,7 @@
         <div class="footer-item">
   <p class="copyright">
 
-      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-09.
+      © Copyright 2022-2024, treeple Developers. Last updated on 2024-08-12.
       <br/>
 
   </p>