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Old engine for Continuous Time Bayesian Networks. Superseded by reCTBN. 🐍 https://github.com/madlabunimib/PyCTBN
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<p><span class="caption-text">Contents:</span></p>
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<ul>
<li class="toctree-l1"><a class="reference internal" href="PyCTBN.PyCTBN.html">PyCTBN.PyCTBN package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="PyCTBN.PyCTBN.html#subpackages">Subpackages</a></li>
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<li class="toctree-l2"><a class="reference internal" href="examples.html#parameters-estimation-example">Parameters Estimation Example</a></li>
<li class="toctree-l2"><a class="reference internal" href="examples.html#structure-estimation-example">Structure Estimation Example</a></li>
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<section id="pyctbn-tests-estimators-package">
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<h1>PyCTBN.tests.estimators package<a class="headerlink" href="#pyctbn-tests-estimators-package" title="Permalink to this headline"></a></h1>
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<section id="submodules">
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<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline"></a></h2>
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</section>
<section id="module-PyCTBN.tests.estimators.test_parameters_estimator">
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<span id="pyctbn-tests-estimators-test-parameters-estimator-module"></span><h2>PyCTBN.tests.estimators.test_parameters_estimator module<a class="headerlink" href="#module-PyCTBN.tests.estimators.test_parameters_estimator" title="Permalink to this headline"></a></h2>
<dl class="py class">
Documentazione
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior">
<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.estimators.test_parameters_estimator.</span></span><span class="sig-name descname"><span class="pre">TestParametersEstimatior</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior" title="Permalink to this definition"></a></dt>
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<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
<dl class="py method">
Documentazione
3 years ago
<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.aux_import_sampled_cims">
<span class="sig-name descname"><span class="pre">aux_import_sampled_cims</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cims_label</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.aux_import_sampled_cims" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.cim_equality_test">
<span class="sig-name descname"><span class="pre">cim_equality_test</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cim1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cim2</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.cim_equality_test" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.equality_of_cims_of_node">
<span class="sig-name descname"><span class="pre">equality_of_cims_of_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sampled_cims</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">estimated_cims</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.equality_of_cims_of_node" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.setUpClass">
<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> &#x2192; <span class="pre">None</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.setUpClass" title="Permalink to this definition"></a></dt>
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<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
</dd></dl>
<dl class="py method">
Documentazione
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_compute_parameters_for_node">
<span class="sig-name descname"><span class="pre">test_compute_parameters_for_node</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_compute_parameters_for_node" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_fast_init">
<span class="sig-name descname"><span class="pre">test_fast_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_parameters_estimator.TestParametersEstimatior.test_fast_init" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
</dd></dl>
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</section>
<section id="module-PyCTBN.tests.estimators.test_structure_constraint_based_estimator">
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<span id="pyctbn-tests-estimators-test-structure-constraint-based-estimator-module"></span><h2>PyCTBN.tests.estimators.test_structure_constraint_based_estimator module<a class="headerlink" href="#module-PyCTBN.tests.estimators.test_structure_constraint_based_estimator" title="Permalink to this headline"></a></h2>
<dl class="py class">
<dt id="PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator">
<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.estimators.test_structure_constraint_based_estimator.</code><code class="sig-name descname">TestStructureConstraintBasedEstimator</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.setUpClass">
<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.setUpClass" title="Permalink to this definition"></a></dt>
<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
</dd></dl>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_1">
<code class="sig-name descname">test_structure_1</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_1" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_2">
<code class="sig-name descname">test_structure_2</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_2" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_3">
<code class="sig-name descname">test_structure_3</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_constraint_based_estimator.TestStructureConstraintBasedEstimator.test_structure_3" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
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</section>
<section id="module-PyCTBN.tests.estimators.test_structure_estimator">
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<span id="pyctbn-tests-estimators-test-structure-estimator-module"></span><h2>PyCTBN.tests.estimators.test_structure_estimator module<a class="headerlink" href="#module-PyCTBN.tests.estimators.test_structure_estimator" title="Permalink to this headline"></a></h2>
<dl class="py class">
Documentazione
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator">
<em class="property"><span class="pre">class</span> </em><span class="sig-prename descclassname"><span class="pre">PyCTBN.tests.estimators.test_structure_estimator.</span></span><span class="sig-name descname"><span class="pre">TestStructureEstimator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">methodName</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'runTest'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator" title="Permalink to this definition"></a></dt>
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<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
<dl class="py method">
Documentazione
3 years ago
<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.setUpClass">
<em class="property"><span class="pre">classmethod</span> </em><span class="sig-name descname"><span class="pre">setUpClass</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.setUpClass" title="Permalink to this definition"></a></dt>
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<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
</dd></dl>
<dl class="py method">
Documentazione
3 years ago
<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_adjacency_matrix">
<span class="sig-name descname"><span class="pre">test_adjacency_matrix</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_adjacency_matrix" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
Documentazione
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_complete_graph">
<span class="sig-name descname"><span class="pre">test_build_complete_graph</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_complete_graph" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_removable_edges_matrix">
<span class="sig-name descname"><span class="pre">test_build_removable_edges_matrix</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_build_removable_edges_matrix" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_generate_possible_sub_sets_of_size">
<span class="sig-name descname"><span class="pre">test_generate_possible_sub_sets_of_size</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_generate_possible_sub_sets_of_size" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_init">
<span class="sig-name descname"><span class="pre">test_init</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_init" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_plot_estimated_graph">
<span class="sig-name descname"><span class="pre">test_save_plot_estimated_graph</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_plot_estimated_graph" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_results">
<span class="sig-name descname"><span class="pre">test_save_results</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_save_results" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
<dl class="py method">
Documentazione
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<dt class="sig sig-object py" id="PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_time">
<span class="sig-name descname"><span class="pre">test_time</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_estimator.TestStructureEstimator.test_time" title="Permalink to this definition"></a></dt>
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<dd></dd></dl>
</dd></dl>
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</section>
<section id="module-PyCTBN.tests.estimators.test_structure_score_based_estimator">
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<span id="pyctbn-tests-estimators-test-structure-score-based-estimator-module"></span><h2>PyCTBN.tests.estimators.test_structure_score_based_estimator module<a class="headerlink" href="#module-PyCTBN.tests.estimators.test_structure_score_based_estimator" title="Permalink to this headline"></a></h2>
<dl class="py class">
<dt id="PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator">
<em class="property">class </em><code class="sig-prename descclassname">PyCTBN.tests.estimators.test_structure_score_based_estimator.</code><code class="sig-name descname">TestStructureScoreBasedEstimator</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.setUpClass">
<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.setUpClass" title="Permalink to this definition"></a></dt>
<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
</dd></dl>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_1">
<code class="sig-name descname">test_structure_1</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_1" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_2">
<code class="sig-name descname">test_structure_2</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_2" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_3">
<code class="sig-name descname">test_structure_3</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_3" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt id="PyCTBN.tests.estimators.test_structure_score_based_estimator.TestStructureScoreBasedEstimator.test_structure_monoprocesso">
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