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2 changes: 1 addition & 1 deletion auto_examples/it/plot_entropies.html
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Expand Up @@ -606,7 +606,7 @@ <h2>Entropy of data sampled from an exponential distribution<a class="headerlink
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
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<img src="../../_images/sphx_glr_plot_entropies_003.png" srcset="../../_images/sphx_glr_plot_entropies_003.png" alt="Comparison of entropy estimators when the data are sampled from a exponential distribution" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 18.057 seconds)</p>
<img src="../../_images/sphx_glr_plot_entropies_003.png" srcset="../../_images/sphx_glr_plot_entropies_003.png" alt="Comparison of entropy estimators when the data are sampled from a exponential distribution" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 18.053 seconds)</p>
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2 changes: 1 addition & 1 deletion auto_examples/it/plot_entropies_mvar.html
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Expand Up @@ -581,7 +581,7 @@ <h2>Comparison of estimators<a class="headerlink" href="#comparison-of-estimator
<span class="n">plot</span><span class="p">(</span><span class="n">h_x</span><span class="p">,</span> <span class="n">h_theoric</span><span class="p">,</span> <span class="n">n</span><span class="p">)</span>
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<img src="../../_images/sphx_glr_plot_entropies_mvar_001.png" srcset="../../_images/sphx_glr_plot_entropies_mvar_001.png" alt="2-dimensional multivariate normal, 4-dimensional multivariate normal, 6-dimensional multivariate normal, 8-dimensional multivariate normal" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 26.731 seconds)</p>
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2 changes: 1 addition & 1 deletion auto_examples/it/plot_mi.html
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Expand Up @@ -564,7 +564,7 @@ <h2>MI of data sampled from normal distribution<a class="headerlink" href="#mi-o
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
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<img src="../../_images/sphx_glr_plot_mi_001.png" srcset="../../_images/sphx_glr_plot_mi_001.png" alt="Comparison of MI estimators when the data are sampled from a normal distribution" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 17.435 seconds)</p>
<img src="../../_images/sphx_glr_plot_mi_001.png" srcset="../../_images/sphx_glr_plot_mi_001.png" alt="Comparison of MI estimators when the data are sampled from a normal distribution" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 17.240 seconds)</p>
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2 changes: 1 addition & 1 deletion auto_examples/it/plot_tutorial_core.html
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Expand Up @@ -510,7 +510,7 @@ <h2>Mutual information<a class="headerlink" href="#mutual-information" title="Li
<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Mutual information between x and y: 0.00
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10 changes: 5 additions & 5 deletions auto_examples/it/sg_execution_times.html
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Expand Up @@ -420,7 +420,7 @@ <h1>Computation times</h1>

<section id="computation-times">
<span id="sphx-glr-auto-examples-it-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
<p><strong>01:02.456</strong> total execution time for 4 files <strong>from auto_examples/it</strong>:</p>
<p><strong>01:01.950</strong> total execution time for 4 files <strong>from auto_examples/it</strong>:</p>
<div class="docutils container">
<style scoped>
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Expand All @@ -442,19 +442,19 @@ <h1>Computation times</h1>
</thead>
<tbody>
<tr class="row-even"><td><p><a class="reference internal" href="plot_entropies_mvar.html#sphx-glr-auto-examples-it-plot-entropies-mvar-py"><span class="std std-ref">Comparison of entropy estimators for a multivariate normal</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_entropies_mvar.py</span></code>)</p></td>
<td><p>00:26.731</p></td>
<td><p>00:26.423</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="plot_entropies.html#sphx-glr-auto-examples-it-plot-entropies-py"><span class="std std-ref">Comparison of entropy estimators for various distributions</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_entropies.py</span></code>)</p></td>
<td><p>00:18.057</p></td>
<td><p>00:18.053</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="plot_mi.html#sphx-glr-auto-examples-it-plot-mi-py"><span class="std std-ref">Comparison of mutual-information estimators</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_mi.py</span></code>)</p></td>
<td><p>00:17.435</p></td>
<td><p>00:17.240</p></td>
<td><p>0.0</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="plot_tutorial_core.html#sphx-glr-auto-examples-it-plot-tutorial-core-py"><span class="std std-ref">Introduction to core information theoretical metrics</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_tutorial_core.py</span></code>)</p></td>
<td><p>00:00.234</p></td>
<td><p>00:00.233</p></td>
<td><p>0.0</p></td>
</tr>
</tbody>
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28 changes: 14 additions & 14 deletions auto_examples/metrics/plot_infotopo.html
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Expand Up @@ -486,11 +486,11 @@ <h2>Spatial spreading : the problem with the O-information<a class="headerlink"
</pre></div>
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<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span> 0%| | 0/5 [00:00&lt;?, ?it/s]
20%|██ | Oinfo (3): 1/5 [00:00&lt;00:01, 2.70it/s]
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</pre></div>
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<p>Now we can plot the landscape. This landscape show the values of HOI for
Expand Down Expand Up @@ -543,17 +543,17 @@ <h2>Multiplet isolation using the Topological Information<a class="headerlink" h
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<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span> 0%| | 0/7 [00:00&lt;?, ?it/s]
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29%|██▊ | Entropy H(2): 2/7 [00:00&lt;00:00, 8.07it/s]
43%|████▎ | Entropy H(3): 3/7 [00:00&lt;00:00, 8.14it/s]
57%|█████▋ | Entropy H(4): 4/7 [00:00&lt;00:00, 8.51it/s]
71%|███████▏ | Entropy H(5): 5/7 [00:00&lt;00:00, 8.79it/s]
86%|████████▌ | Entropy H(6): 6/7 [00:00&lt;00:00, 9.00it/s]
100%|██████████| Entropy H(7): 7/7 [00:00&lt;00:00, 9.16it/s]
14%|█▍ | Entropy H(1): 1/7 [00:00&lt;00:00, 8.20it/s]
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43%|████▎ | Entropy H(3): 3/7 [00:00&lt;00:00, 8.19it/s]
57%|█████▋ | Entropy H(4): 4/7 [00:00&lt;00:00, 8.62it/s]
71%|███████▏ | Entropy H(5): 5/7 [00:00&lt;00:00, 8.90it/s]
86%|████████▌ | Entropy H(6): 6/7 [00:00&lt;00:00, 9.02it/s]
100%|██████████| Entropy H(7): 7/7 [00:00&lt;00:00, 9.24it/s]


0%| | 0/99 [00:00&lt;?, ?it/s]
100%|██████████| Mutual information: 99/99 [00:00&lt;00:00, 149796.57it/s]
100%|██████████| Mutual information: 99/99 [00:00&lt;00:00, 142790.95it/s]
</pre></div>
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<p>Again, we can plot the landscape. This time, as we can see, there’s no more
Expand Down Expand Up @@ -587,7 +587,7 @@ <h2>Multiplet isolation using the Topological Information<a class="headerlink" h
9 33 3 -0.090897 [3, 5, 6]
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26 changes: 13 additions & 13 deletions auto_examples/metrics/plot_oinfo.html
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Expand Up @@ -512,7 +512,7 @@ <h3>Total Correlation (TC)<a class="headerlink" href="#total-correlation-tc" tit
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index order hoi multiplet
0 0 3 0.987143 [0, 1, 2]
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index order hoi multiplet
0 19 3 0.929624 [3, 4, 5]
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0 0 3 0.231069 [0, 1, 2]
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0 0 3 1.743218 [0, 1, 2]
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Expand Down Expand Up @@ -758,11 +758,11 @@ <h3>Combining redundant and synergistic codings using a multivariate target<a cl
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0 0 3 0.362792 [0, 1, 2]
Expand Down Expand Up @@ -810,14 +810,14 @@ <h3>Dynamic redundant and synergistic codings<a class="headerlink" href="#dynami
</pre></div>
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<img src="../../_images/sphx_glr_plot_oinfo_001.png" srcset="../../_images/sphx_glr_plot_oinfo_001.png" alt="Dynamic gradient O-information" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span> 0%| | 0/1 [00:00&lt;?, ?it/s]
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