update more figures in sphinx docs

erdogant · Oct 1, 2024 · bb62e1a · bb62e1a
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Showing 12 changed files with 16 additions and 11 deletions.
diff --git a/docs/figs/fig_titanic.png b/docs/figs/fig_titanic.png
diff --git a/docs/figs/titanic_dag.png b/docs/figs/titanic_dag.png
diff --git a/docs/figs/titanic_dag_chi2.png b/docs/figs/titanic_dag_chi2.png
diff --git a/docs/pages/doctrees/UseCases.doctree b/docs/pages/doctrees/UseCases.doctree
diff --git a/docs/pages/doctrees/environment.pickle b/docs/pages/doctrees/environment.pickle
diff --git a/docs/pages/html/UseCases.html b/docs/pages/html/UseCases.html
@@ -210,7 +210,7 @@ <h1>Use Case Titanic<a class="headerlink" href="#use-case-titanic" title="Link t
 <span class="c1"># Compute edge strength with the chi_square test statistic</span>
 <span class="n">model</span> <span class="o">=</span> <span class="n">bn</span><span class="o">.</span><span class="n">independence_test</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">dfnum</span><span class="p">,</span> <span class="n">test</span><span class="o">=</span><span class="s1">&#39;chi_square&#39;</span><span class="p">,</span> <span class="n">prune</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 <span class="c1"># Plot</span>
-<span class="n">bn</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">interactive</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">pos</span><span class="o">=</span><span class="n">G</span><span class="p">[</span><span class="s1">&#39;pos&#39;</span><span class="p">])</span>
+<span class="n">G</span> <span class="o">=</span> <span class="n">bn</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">interactive</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">pos</span><span class="o">=</span><span class="n">G</span><span class="p">[</span><span class="s1">&#39;pos&#39;</span><span class="p">],</span> <span class="n">edge_labels</span><span class="o">=</span><span class="s1">&#39;pvalue&#39;</span><span class="p">)</span>
 
 <span class="c1"># Parameter learning</span>
 <span class="n">model</span> <span class="o">=</span> <span class="n">bn</span><span class="o">.</span><span class="n">parameter_learning</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">dfnum</span><span class="p">)</span>
@@ -220,7 +220,8 @@ <h1>Use Case Titanic<a class="headerlink" href="#use-case-titanic" title="Link t
 <caption><span class="caption-text">Learned structure on the Titanic dataset.</span><a class="headerlink" href="#id1" title="Link to this table"></a></caption>
 <tbody>
 <tr class="row-odd"><td><p><img alt="fig_t1" src="_images/titanic_dag.png" /></p></td>
-<td><p><img alt="fig_t2" src="_images/titanic_dag_chi2.png" /></p></td>
+</tr>
+<tr class="row-even"><td><p><img alt="fig_t2" src="_images/titanic_dag_chi2.png" /></p></td>
 </tr>
 </tbody>
 </table>

diff --git a/docs/pages/html/_images/fig_titanic.png b/docs/pages/html/_images/fig_titanic.png
diff --git a/docs/pages/html/_images/titanic_dag.png b/docs/pages/html/_images/titanic_dag.png
diff --git a/docs/pages/html/_images/titanic_dag_chi2.png b/docs/pages/html/_images/titanic_dag_chi2.png
diff --git a/docs/pages/html/_sources/UseCases.rst.txt b/docs/pages/html/_sources/UseCases.rst.txt
@@ -23,7 +23,7 @@ In the following example we will learn the structure on the Titanic dataset.
 	# Compute edge strength with the chi_square test statistic
 	model = bn.independence_test(model, dfnum, test='chi_square', prune=True)
 	# Plot
-	bn.plot(model, interactive=False, pos=G['pos'])
+	G = bn.plot(model, interactive=False, pos=G['pos'], edge_labels='pvalue')
 
 	# Parameter learning
 	model = bn.parameter_learning.fit(model, dfnum)
@@ -35,9 +35,11 @@ In the following example we will learn the structure on the Titanic dataset.
 .. table:: Learned structure on the Titanic dataset.
    :align: center
 
-   +----------+----------+
-   | |fig_t1| | |fig_t2| |
-   +----------+----------+
+   +----------+
+   | |fig_t1| |
+   +----------+
+   | |fig_t2| |
+   +----------+
 
 At this point we can also start making inferences:
 

diff --git a/docs/pages/html/searchindex.js b/docs/pages/html/searchindex.js
diff --git a/docs/source/UseCases.rst b/docs/source/UseCases.rst
@@ -23,7 +23,7 @@ In the following example we will learn the structure on the Titanic dataset.
 	# Compute edge strength with the chi_square test statistic
 	model = bn.independence_test(model, dfnum, test='chi_square', prune=True)
 	# Plot
-	bn.plot(model, interactive=False, pos=G['pos'])
+	G = bn.plot(model, interactive=False, pos=G['pos'], edge_labels='pvalue')
 
 	# Parameter learning
 	model = bn.parameter_learning.fit(model, dfnum)
@@ -35,9 +35,11 @@ In the following example we will learn the structure on the Titanic dataset.
 .. table:: Learned structure on the Titanic dataset.
    :align: center
 
-   +----------+----------+
-   | |fig_t1| | |fig_t2| |
-   +----------+----------+
+   +----------+
+   | |fig_t1| |
+   +----------+
+   | |fig_t2| |
+   +----------+
 
 At this point we can also start making inferences: