integrazione genetic generator - documentation

kdd-lab · Jan 31, 2024 · d0b6d8a · d0b6d8a
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diff --git a/docs/_build/doctrees/environment.pickle b/docs/_build/doctrees/environment.pickle
diff --git a/docs/_build/doctrees/source/modules.doctree b/docs/_build/doctrees/source/modules.doctree
diff --git a/docs/html/_modules/index.html b/docs/html/_modules/index.html
@@ -97,6 +97,10 @@
 <li class="toctree-l4"><a class="reference internal" href="../source/generated/lore_sa.neighgen.RandomGenerator.html#lore_sa.neighgen.RandomGenerator"><code class="docutils literal notranslate"><span class="pre">RandomGenerator</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="../source/generated/lore_sa.neighgen.GeneticGenerator.html">lore_sa.neighgen.GeneticGenerator</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="../source/generated/lore_sa.neighgen.GeneticGenerator.html#lore_sa.neighgen.GeneticGenerator"><code class="docutils literal notranslate"><span class="pre">GeneticGenerator</span></code></a></li>
+</ul>
+</li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="../source/modules.html#lore-sa-discretizer-discretizer-classes-and-functions"><code class="xref py py-mod docutils literal notranslate"><span class="pre">lore_sa.discretizer</span></code>: Discretizer classes and functions</a><ul>
@@ -237,6 +241,7 @@ <h1>All modules for which code is available</h1>
 <li><a href="lore_sa/encoder_decoder/one_hot_enc.html">lore_sa.encoder_decoder.one_hot_enc</a></li>
 <li><a href="lore_sa/encoder_decoder/tabular_encoder.html">lore_sa.encoder_decoder.tabular_encoder</a></li>
 <li><a href="lore_sa/explanation.html">lore_sa.explanation</a></li>
+<li><a href="lore_sa/neighgen/genetic.html">lore_sa.neighgen.genetic</a></li>
 <li><a href="lore_sa/neighgen/random.html">lore_sa.neighgen.random</a></li>
 <li><a href="lore_sa/rule.html">lore_sa.rule</a></li>
 <li><a href="lore_sa/surrogate/decision_tree.html">lore_sa.surrogate.decision_tree</a></li>

diff --git a/docs/html/_modules/lore_sa/dataset/dataset.html b/docs/html/_modules/lore_sa/dataset/dataset.html
@@ -43,6 +43,32 @@
 </div>
         </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
               <ul>
+<li class="toctree-l1"><a class="reference internal" href="../../../get_started.html">Get started</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/tabular_explanations_example.html">Tabular explanation</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-and-explaining-german-credit-dataset">Learning and explaining German Credit Dataset</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#loading-and-preparation-of-data">Loading and preparation of data</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-random-forest-classfier">Learning a Random Forest classfier</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#explaining-the-prediction">Explaining the prediction</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#shap-explainer">SHAP explainer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#lore-explainer">LORE explainer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#lime-explainer">LIME explainer</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-different-model">Learning a different model</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-logistic-regressor">Learning a Logistic Regressor</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id1">Explaining the prediction</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id2">LORE explainer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id3">LIME explainer</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../source/modules.html">Modules</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../../source/modules.html#lore-sa-bbox-blackbox-abstract-class"><code class="xref py py-mod docutils literal notranslate"><span class="pre">lore_sa.bbox</span></code>: BlackBox abstract class</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../../../source/generated/lore_sa.bbox.AbstractBBox.html">lore_sa.bbox.AbstractBBox</a><ul>
@@ -71,6 +97,10 @@
 <li class="toctree-l4"><a class="reference internal" href="../../../source/generated/lore_sa.neighgen.RandomGenerator.html#lore_sa.neighgen.RandomGenerator"><code class="docutils literal notranslate"><span class="pre">RandomGenerator</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="../../../source/generated/lore_sa.neighgen.GeneticGenerator.html">lore_sa.neighgen.GeneticGenerator</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../source/generated/lore_sa.neighgen.GeneticGenerator.html#lore_sa.neighgen.GeneticGenerator"><code class="docutils literal notranslate"><span class="pre">GeneticGenerator</span></code></a></li>
+</ul>
+</li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="../../../source/modules.html#lore-sa-discretizer-discretizer-classes-and-functions"><code class="xref py py-mod docutils literal notranslate"><span class="pre">lore_sa.discretizer</span></code>: Discretizer classes and functions</a><ul>
@@ -175,31 +205,6 @@
 </li>
 </ul>
 </li>
-</ul>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="../../../examples/tabular_explanations_example.html">Tabular explanation</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-and-explaining-german-credit-dataset">Learning and explaining German Credit Dataset</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#loading-and-preparation-of-data">Loading and preparation of data</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-random-forest-classfier">Learning a Random Forest classfier</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#explaining-the-prediction">Explaining the prediction</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#shap-explainer">SHAP explainer</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#lore-explainer">LORE explainer</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#lime-explainer">LIME explainer</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-different-model">Learning a different model</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-logistic-regressor">Learning a Logistic Regressor</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id1">Explaining the prediction</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id2">LORE explainer</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id3">LIME explainer</a></li>
-</ul>
-</li>
-</ul>
-</li>
 </ul>
 
         </div>

diff --git a/docs/html/_modules/lore_sa/dataset/tabular_dataset.html b/docs/html/_modules/lore_sa/dataset/tabular_dataset.html
@@ -43,6 +43,32 @@
 </div>
         </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
               <ul>
+<li class="toctree-l1"><a class="reference internal" href="../../../get_started.html">Get started</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../examples/tabular_explanations_example.html">Tabular explanation</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-and-explaining-german-credit-dataset">Learning and explaining German Credit Dataset</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#loading-and-preparation-of-data">Loading and preparation of data</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-random-forest-classfier">Learning a Random Forest classfier</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#explaining-the-prediction">Explaining the prediction</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#shap-explainer">SHAP explainer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#lore-explainer">LORE explainer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#lime-explainer">LIME explainer</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-different-model">Learning a different model</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-logistic-regressor">Learning a Logistic Regressor</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id1">Explaining the prediction</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id2">LORE explainer</a></li>
+<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id3">LIME explainer</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<ul>
 <li class="toctree-l1"><a class="reference internal" href="../../../source/modules.html">Modules</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../../source/modules.html#lore-sa-bbox-blackbox-abstract-class"><code class="xref py py-mod docutils literal notranslate"><span class="pre">lore_sa.bbox</span></code>: BlackBox abstract class</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="../../../source/generated/lore_sa.bbox.AbstractBBox.html">lore_sa.bbox.AbstractBBox</a><ul>
@@ -71,6 +97,10 @@
 <li class="toctree-l4"><a class="reference internal" href="../../../source/generated/lore_sa.neighgen.RandomGenerator.html#lore_sa.neighgen.RandomGenerator"><code class="docutils literal notranslate"><span class="pre">RandomGenerator</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="../../../source/generated/lore_sa.neighgen.GeneticGenerator.html">lore_sa.neighgen.GeneticGenerator</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="../../../source/generated/lore_sa.neighgen.GeneticGenerator.html#lore_sa.neighgen.GeneticGenerator"><code class="docutils literal notranslate"><span class="pre">GeneticGenerator</span></code></a></li>
+</ul>
+</li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="../../../source/modules.html#lore-sa-discretizer-discretizer-classes-and-functions"><code class="xref py py-mod docutils literal notranslate"><span class="pre">lore_sa.discretizer</span></code>: Discretizer classes and functions</a><ul>
@@ -175,31 +205,6 @@
 </li>
 </ul>
 </li>
-</ul>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="../../../examples/tabular_explanations_example.html">Tabular explanation</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-and-explaining-german-credit-dataset">Learning and explaining German Credit Dataset</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#loading-and-preparation-of-data">Loading and preparation of data</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-random-forest-classfier">Learning a Random Forest classfier</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#explaining-the-prediction">Explaining the prediction</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#shap-explainer">SHAP explainer</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#lore-explainer">LORE explainer</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#lime-explainer">LIME explainer</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-different-model">Learning a different model</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#learning-a-logistic-regressor">Learning a Logistic Regressor</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id1">Explaining the prediction</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id2">LORE explainer</a></li>
-<li class="toctree-l3"><a class="reference internal" href="../../../examples/tabular_explanations_example.html#id3">LIME explainer</a></li>
-</ul>
-</li>
-</ul>
-</li>
 </ul>
 
         </div>