GitHub Actions build openturns/otagrum 12010964424

otagrum/master/_sources/auto_examples/plot_plant_growth.rst.txt

@@ -159,7 +159,7 @@ light has 2 attributes : Dim and Bright
  .. code-block:: none
 
 
-    (pyAgrum.LabelizedVariable@0x559facc02000) Light:Labelized({Dim|Bright})
+    (pyAgrum.LabelizedVariable@0x55e82a52d080) Light:Labelized({Dim|Bright})
 
 
 
@@ -183,7 +183,7 @@ moisture has 2 attributes : Dry and Wet
  .. code-block:: none
 
 
-    (pyAgrum.LabelizedVariable@0x559fad1583f0) Moisture:Labelized({Dry|Wet})
+    (pyAgrum.LabelizedVariable@0x55e82a54f430) Moisture:Labelized({Dry|Wet})
 
 
 
@@ -274,7 +274,7 @@ Add arcs
  .. code-block:: none
 
 
-    (pyAgrum.BayesNet<double>@0x559faebb6b90) BN{nodes: 3, arcs: 3, domainSize: 56, dim: 55, mem: 496o}
+    (pyAgrum.BayesNet@0x55e82c0ed4c0) BN{nodes: 3, arcs: 3, domainSize: 56, dim: 55, mem: 496o}
 
 
 
@@ -466,9 +466,9 @@ Variability of the plant growth on my balcony
 
  .. code-block:: none
 
-    Probability (height > 40cm) =  0.32857134257593235
+    Probability (height > 40cm) =  0.32857134257593246
 
-    <openturns.viewer.View object at 0x7ffb754eff50>
+    <openturns.viewer.View object at 0x7feefc266ed0>
 
 
 
@@ -515,7 +515,7 @@ Variability of the plant growth in my cellar
 
     Probability (height > 40cm)|Light=Dim =  0.11428571428571421
 
-    <openturns.viewer.View object at 0x7ffb703abbf0>
+    <openturns.viewer.View object at 0x7feef325d160>
 
 
 
@@ -562,7 +562,7 @@ Variability of the plant growth when the atmosphere is very wet
 
     Probability (height > 40cm)|Moisture=Wet =  0.6571426851518647
 
-    <openturns.viewer.View object at 0x7ffb70336540>
+    <openturns.viewer.View object at 0x7feef30fbd40>
 
 
 
@@ -593,7 +593,7 @@ Get the distribution of the variable "Light"
 
     UserDefined({x = [0], p = 0.4}, {x = [1], p = 0.6})
 
-    <openturns.viewer.View object at 0x7ffb70324ec0>
+    <openturns.viewer.View object at 0x7feef3248b90>
 
 
 
@@ -629,7 +629,7 @@ Get the joint distribution [H, M]
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.630 seconds)
+   **Total running time of the script:** (0 minutes 0.634 seconds)
 
 
 .. _sphx_glr_download_auto_examples_plot_plant_growth.py:

otagrum/master/_sources/auto_examples/plot_using_otagrum.rst.txt

@@ -139,7 +139,7 @@ To do so, we need a NamedDAG structure...
  .. code-block:: none
 
 
-    (pyAgrum.DAG@0x559faf05c1e0) {0,1,2,3} , {2->3,0->2,1->2}
+    (pyAgrum.DAG@0x55e82ce543c0) {0,1,2,3} , {2->3,0->2,1->2}
 
 
 
@@ -293,7 +293,7 @@ We first learn the skeleton, that is the undirected structure.
  .. code-block:: none
 
 
-    (pyAgrum.UndiGraph@0x559faea54a30) {0,1,2,3} , {2--3,0--2,1--2}
+    (pyAgrum.UndiGraph@0x55e82cf3d930) {0,1,2,3} , {2--3,0--2,1--2}
 
 
 
@@ -330,7 +330,7 @@ Then we look for the v-structures, leading to a Partially Directed Acyclic Graph
  .. code-block:: none
 
 
-    (pyAgrum.MixedGraph@0x559faed322c0) {0,1,2,3} , {1->2,0->2} , {2--3}
+    (pyAgrum.MixedGraph@0x55e82cf22b60) {0,1,2,3} , {1->2,0->2} , {2--3}
 
 
 
@@ -460,7 +460,7 @@ As with PC algorithm we can learn the skeleton, PDAG and DAG using
  .. code-block:: none
 
 
-    (pyAgrum.UndiGraph@0x559fae9413d0) {0,1,2,3} , {2--3,0--2,1--2}
+    (pyAgrum.UndiGraph@0x55e82bf78fc0) {0,1,2,3} , {2--3,0--2,1--2}
 
 
 
@@ -494,7 +494,7 @@ As with PC algorithm we can learn the skeleton, PDAG and DAG using
  .. code-block:: none
 
 
-    (pyAgrum.MixedGraph@0x559faf809da0) {0,1,2,3} , {2->3,1->2,0->2} , {}
+    (pyAgrum.MixedGraph@0x55e82ccf9cd0) {0,1,2,3} , {2->3,1->2,0->2} , {}
 
 
 

otagrum/master/_sources/auto_examples/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.925** total execution time for 3 files **from auto_examples**:
+**00:00.929** total execution time for 3 files **from auto_examples**:
 
 .. container::
 
@@ -33,7 +33,7 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_plot_plant_growth.py` (``plot_plant_growth.py``)
-     - 00:00.630
+     - 00:00.634
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_using_otagrum.py` (``plot_using_otagrum.py``)
      - 00:00.295

otagrum/master/_sources/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.925** total execution time for 3 files **from all galleries**:
+**00:00.929** total execution time for 3 files **from all galleries**:
 
 .. container::
 
@@ -33,7 +33,7 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_plot_plant_growth.py` (``examples/plot_plant_growth.py``)
-     - 00:00.630
+     - 00:00.634
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_using_otagrum.py` (``examples/plot_using_otagrum.py``)
      - 00:00.295

otagrum/master/auto_examples/plot_plant_growth.html

@@ -88,7 +88,7 @@ <h3>Navigation</h3>
 <li><p>Some remembrance of biology trainings:</p>
 <ul>
 <li><p>in plain light, if the air is moist, the plant is very happy: it grows
-90cm on average with a variation of <img class="math" src="data:image/svg+xml;base64,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" alt="\pm" style="vertical-align: -1px"/> 10 cm. If the air is too dry,
+90cm on average with a variation of <img class="math" src="data:image/svg+xml;base64,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" alt="\pm" style="vertical-align: -1px"/> 10 cm. If the air is too dry,
 it will not grow more than 30 cm but we reasonably can expect about a
 15 cm growth.</p></li>
 <li><p>in the darkness, if the air is too dry, the plant suffers: it will not
@@ -142,15 +142,15 @@ <h3>Navigation</h3>
 <a href="https://pyagrum.readthedocs.io/en/latest/randomVariables.html#pyAgrum.LabelizedVariable.addLabel" title="pyAgrum.LabelizedVariable.addLabel" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-method"><span class="n">light</span><span class="o">.</span><span class="n">addLabel</span></a><span class="p">(</span><span class="s2">&quot;Bright&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.LabelizedVariable@0x559facc02000) Light:Labelized({Dim|Bright})
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.LabelizedVariable@0x55e82a52d080) Light:Labelized({Dim|Bright})
 </pre></div>
 </div>
 <p>moisture has 2 attributes : Dry and Wet</p>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="https://pyagrum.readthedocs.io/en/latest/randomVariables.html#pyAgrum.LabelizedVariable.addLabel" title="pyAgrum.LabelizedVariable.addLabel" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-method"><span class="n">moisture</span><span class="o">.</span><span class="n">addLabel</span></a><span class="p">(</span><span class="s2">&quot;Dry&quot;</span><span class="p">)</span>
 <a href="https://pyagrum.readthedocs.io/en/latest/randomVariables.html#pyAgrum.LabelizedVariable.addLabel" title="pyAgrum.LabelizedVariable.addLabel" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-method"><span class="n">moisture</span><span class="o">.</span><span class="n">addLabel</span></a><span class="p">(</span><span class="s2">&quot;Wet&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.LabelizedVariable@0x559fad1583f0) Moisture:Labelized({Dry|Wet})
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.LabelizedVariable@0x55e82a54f430) Moisture:Labelized({Dry|Wet})
 </pre></div>
 </div>
 <p>height is a discretized variable</p>
@@ -180,7 +180,7 @@ <h3>Navigation</h3>
 <a href="https://pyagrum.readthedocs.io/en/latest/BNModel.html#pyAgrum.BayesNet" title="pyAgrum.BayesNet" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">bn</span></a>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.BayesNet&lt;double&gt;@0x559faebb6b90) BN{nodes: 3, arcs: 3, domainSize: 56, dim: 55, mem: 496o}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.BayesNet@0x55e82c0ed4c0) BN{nodes: 3, arcs: 3, domainSize: 56, dim: 55, mem: 496o}
 </pre></div>
 </div>
 <p>The next step is the quantification of the Bayes net.</p>
@@ -288,9 +288,9 @@ <h3>Navigation</h3>
 <a href="http://openturns.github.io/openturns/latest/user_manual/_generated/openturns.viewer.View.html#openturns.viewer.View" title="openturns.viewer.View" class="sphx-glr-backref-module-openturns-viewer sphx-glr-backref-type-py-class"><span class="n">View</span></a><span class="p">(</span><a href="http://openturns.github.io/openturns/latest/user_manual/_generated/openturns.Distribution.html#openturns.Distribution.drawPDF" title="openturns.Distribution.drawPDF" class="sphx-glr-backref-module-openturns sphx-glr-backref-type-py-method"><span class="n">h_dist</span><span class="o">.</span><span class="n">drawPDF</span></a><span class="p">())</span>
 </pre></div>
 </div>
-<img src="../_images/sphx_glr_plot_plant_growth_001.png" srcset="../_images/sphx_glr_plot_plant_growth_001.png" alt="Height PDF" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Probability (height &gt; 40cm) =  0.32857134257593235
+<img src="../_images/sphx_glr_plot_plant_growth_001.png" srcset="../_images/sphx_glr_plot_plant_growth_001.png" alt="Height PDF" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Probability (height &gt; 40cm) =  0.32857134257593246
 
-&lt;openturns.viewer.View object at 0x7ffb754eff50&gt;
+&lt;openturns.viewer.View object at 0x7feefc266ed0&gt;
 </pre></div>
 </div>
 <p>Variability of the plant growth in my cellar</p>
@@ -306,7 +306,7 @@ <h3>Navigation</h3>
 </div>
 <img src="../_images/sphx_glr_plot_plant_growth_002.png" srcset="../_images/sphx_glr_plot_plant_growth_002.png" alt="Height|Light=Dim PDF" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Probability (height &gt; 40cm)|Light=Dim =  0.11428571428571421
 
-&lt;openturns.viewer.View object at 0x7ffb703abbf0&gt;
+&lt;openturns.viewer.View object at 0x7feef325d160&gt;
 </pre></div>
 </div>
 <p>Variability of the plant growth when the atmosphere is very wet</p>
@@ -322,7 +322,7 @@ <h3>Navigation</h3>
 </div>
 <img src="../_images/sphx_glr_plot_plant_growth_003.png" srcset="../_images/sphx_glr_plot_plant_growth_003.png" alt="Height|Moisture=Wet PDF" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Probability (height &gt; 40cm)|Moisture=Wet =  0.6571426851518647
 
-&lt;openturns.viewer.View object at 0x7ffb70336540&gt;
+&lt;openturns.viewer.View object at 0x7feef30fbd40&gt;
 </pre></div>
 </div>
 <p>Get the distribution of the variable “Light”</p>
@@ -333,7 +333,7 @@ <h3>Navigation</h3>
 </div>
 <img src="../_images/sphx_glr_plot_plant_growth_004.png" srcset="../_images/sphx_glr_plot_plant_growth_004.png" alt="Light PDF" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>UserDefined({x = [0], p = 0.4}, {x = [1], p = 0.6})
 
-&lt;openturns.viewer.View object at 0x7ffb70324ec0&gt;
+&lt;openturns.viewer.View object at 0x7feef3248b90&gt;
 </pre></div>
 </div>
 <p>Get the joint distribution [H, M]</p>
@@ -350,7 +350,7 @@ <h3>Navigation</h3>
 UserDefined({x = [0], p = 0.5}, {x = [1], p = 0.5})
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.630 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.634 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-plot-plant-growth-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/a1db101856b791da0196ee9f109a8220/plot_plant_growth.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_plant_growth.ipynb</span></code></a></p>

otagrum/master/auto_examples/plot_using_otagrum.html

@@ -104,7 +104,7 @@ <h3>Navigation</h3>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="n">dag</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.DAG@0x559faf05c1e0) {0,1,2,3} , {2-&gt;3,0-&gt;2,1-&gt;2}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.DAG@0x55e82ce543c0) {0,1,2,3} , {2-&gt;3,0-&gt;2,1-&gt;2}
 </pre></div>
 </div>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="n">structure</span> <span class="o">=</span> <a href="http://openturns.github.io/openturns/latest/user_manual/_generated/openturns.PersistentObject.html#openturns.PersistentObject" title="openturns.PersistentObject" class="sphx-glr-backref-module-openturns sphx-glr-backref-type-py-class"><span class="n">otagrum</span><span class="o">.</span><span class="n">NamedDAG</span></a><span class="p">(</span><span class="n">dag</span><span class="p">,</span> <span class="nb">list</span><span class="p">(</span><span class="n">mapping</span><span class="o">.</span><span class="n">keys</span><span class="p">()))</span>
@@ -152,7 +152,7 @@ <h3>Navigation</h3>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="https://pyagrum.readthedocs.io/en/latest/graph.html#pyAgrum.UndiGraph" title="pyAgrum.UndiGraph" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">skeleton</span></a>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.UndiGraph@0x559faea54a30) {0,1,2,3} , {2--3,0--2,1--2}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.UndiGraph@0x55e82cf3d930) {0,1,2,3} , {2--3,0--2,1--2}
 </pre></div>
 </div>
 <p>Then we look for the v-structures, leading to a Partially Directed Acyclic Graph (PDAG)</p>
@@ -162,7 +162,7 @@ <h3>Navigation</h3>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="https://pyagrum.readthedocs.io/en/latest/graph.html#pyAgrum.MixedGraph" title="pyAgrum.MixedGraph" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pdag</span></a>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.MixedGraph@0x559faed322c0) {0,1,2,3} , {1-&gt;2,0-&gt;2} , {2--3}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.MixedGraph@0x55e82cf22b60) {0,1,2,3} , {1-&gt;2,0-&gt;2} , {2--3}
 </pre></div>
 </div>
 <p>Finally, the remaining edges are oriented by propagating constraints</p>
@@ -208,7 +208,7 @@ <h3>Navigation</h3>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="https://pyagrum.readthedocs.io/en/latest/graph.html#pyAgrum.UndiGraph" title="pyAgrum.UndiGraph" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">skeleton</span></a>
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-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.UndiGraph@0x559fae9413d0) {0,1,2,3} , {2--3,0--2,1--2}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.UndiGraph@0x55e82bf78fc0) {0,1,2,3} , {2--3,0--2,1--2}
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 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="https://pyagrum.readthedocs.io/en/latest/graph.html#pyAgrum.MixedGraph" title="pyAgrum.MixedGraph" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pdag</span></a> <span class="o">=</span> <span class="n">learner</span><span class="o">.</span><span class="n">learnPDAG</span><span class="p">()</span>
@@ -217,7 +217,7 @@ <h3>Navigation</h3>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="https://pyagrum.readthedocs.io/en/latest/graph.html#pyAgrum.MixedGraph" title="pyAgrum.MixedGraph" class="sphx-glr-backref-module-pyAgrum sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pdag</span></a>
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-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.MixedGraph@0x559faf809da0) {0,1,2,3} , {2-&gt;3,1-&gt;2,0-&gt;2} , {}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>(pyAgrum.MixedGraph@0x55e82ccf9cd0) {0,1,2,3} , {2-&gt;3,1-&gt;2,0-&gt;2} , {}
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 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="n">dag</span> <span class="o">=</span> <span class="n">learner</span><span class="o">.</span><span class="n">learnDAG</span><span class="p">()</span>