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class=md-nav__link >xaib.datasets</a> <li class=md-nav__item > <a href=explainers.html class=md-nav__link >xaib.explainers</a> <li class=md-nav__item > <a href=metrics.html class=md-nav__link >xaib.metrics</a> <li class=md-nav__item > <a href=models.html class=md-nav__link >xaib.models</a> <li class=md-nav__item > <a href=utils.html class=md-nav__link >xaib.utils</a> </ul> </ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component=toc > <div class=md-sidebar__scrollwrap > <div class=md-sidebar__inner > <nav class="md-nav md-nav--secondary"> <label class=md-nav__title for=__toc >Contents</label> <ul class=md-nav__list data-md-scrollfix=""> <li class=md-nav__item ><a href="#xaib-explainers-example-selection--page-root" class=md-nav__link >xaib.explainers.example_selection</a><nav class=md-nav > <ul class=md-nav__list > <li class=md-nav__item ><a href="#xaib.explainers.example_selection.constant_explainer.ConstantExplainer" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >ConstantExplainer</span></code></a><nav class=md-nav > <ul class=md-nav__list > <li class=md-nav__item ><a href="#xaib.explainers.example_selection.constant_explainer.ConstantExplainer.__init__" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >ConstantExplainer.__init__()</span></code></a> <li class=md-nav__item ><a href="#xaib.explainers.example_selection.constant_explainer.ConstantExplainer.predict" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >ConstantExplainer.predict()</span></code></a> </ul> </nav> <li class=md-nav__item ><a href="#xaib.explainers.example_selection.knn_explainer.KNNExplainer" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >KNNExplainer</span></code></a><nav class=md-nav > <ul class=md-nav__list > <li class=md-nav__item ><a href="#xaib.explainers.example_selection.knn_explainer.KNNExplainer.__init__" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >KNNExplainer.__init__()</span></code></a> <li class=md-nav__item ><a href="#xaib.explainers.example_selection.knn_explainer.KNNExplainer.predict" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >KNNExplainer.predict()</span></code></a> </ul> </nav> <li class=md-nav__item ><a href="#xaib.explainers.example_selection.random_explainer.RandomExplainer" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >RandomExplainer</span></code></a><nav class=md-nav > <ul class=md-nav__list > <li class=md-nav__item ><a href="#xaib.explainers.example_selection.random_explainer.RandomExplainer.__init__" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >RandomExplainer.__init__()</span></code></a> <li class=md-nav__item ><a href="#xaib.explainers.example_selection.random_explainer.RandomExplainer.predict" class=md-nav__link ><code class="docutils literal notranslate"><span class=pre >RandomExplainer.predict()</span></code></a> </ul> </nav> </ul> </nav> <li class=md-nav__item ><a class=md-nav__extra_link href="../_sources/xaib/explainers.example_selection.rst.txt">Show Source</a> <li id=searchbox class=md-nav__item > </ul> </nav> </div> </div> </div> <div class=md-content > <article class="md-content__inner md-typeset" role=main > <section id=xaib-explainers-example-selection > <h1 id=xaib-explainers-example-selection--page-root >xaib.explainers.example_selection<a class=headerlink href="#xaib-explainers-example-selection--page-root" title="Permalink to this heading">¶</a></h1> <dl class="py class"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.constant_explainer.ConstantExplainer > <em class=property ><span class=pre >class</span><span class=w > </span></em><span class="sig-prename descclassname"><span class=pre >xaib.explainers.example_selection.constant_explainer.</span></span><span class="sig-name descname"><span class=pre >ConstantExplainer</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >train_ds</span></span></em>, <em class=sig-param ><span class=n ><span class=pre >example</span></span></em>, <em class=sig-param ><span class=o ><span class=pre >**</span></span><span class=n ><span class=pre >kwargs</span></span></em><span class=sig-paren >)</span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/constant_explainer.html#ConstantExplainer"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.constant_explainer.ConstantExplainer" title="Permalink to this definition">¶</a> <dd><dl class="py method"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.constant_explainer.ConstantExplainer.__init__ > <span class="sig-name descname"><span class=pre >__init__</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >train_ds</span></span></em>, <em class=sig-param ><span class=n ><span class=pre >example</span></span></em>, <em class=sig-param ><span class=o ><span class=pre >**</span></span><span class=n ><span class=pre >kwargs</span></span></em><span class=sig-paren >)</span> <span class=sig-return ><span class=sig-return-icon >→</span> <span class=sig-return-typehint ><span class=pre >None</span></span></span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/constant_explainer.html#ConstantExplainer.__init__"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.constant_explainer.ConstantExplainer.__init__" title="Permalink to this definition">¶</a> <dd><p>Should be called in any successor - initializes default meta needed. Arguments passed in it should be related to model’s hyperparameters, architecture. All additional arguments should have defaults - to be able to create model and then load. Successors may pass all of their parameters to superclass for it to be able to log them in meta. Everything that is worth to document about model and data it was trained on can be either in params or meta_prefix.</p> </dl> <dl class="py method"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.constant_explainer.ConstantExplainer.predict > <span class="sig-name descname"><span class=pre >predict</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >x</span></span></em>, <em class=sig-param ><span class=n ><span class=pre >model</span></span></em><span class=sig-paren >)</span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/constant_explainer.html#ConstantExplainer.predict"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.constant_explainer.ConstantExplainer.predict" title="Permalink to this definition">¶</a> <dd><p>Method to encapsulate inference. May include preprocessing steps to make model self-sufficient.</p> </dl> </dl> <div class=line-block > <div class=line ><br/></div> </div> <div class=line-block > <div class=line ><br/></div> </div> <div class=line-block > <div class=line ><br/></div> </div> <dl class="py class"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.knn_explainer.KNNExplainer > <em class=property ><span class=pre >class</span><span class=w > </span></em><span class="sig-prename descclassname"><span class=pre >xaib.explainers.example_selection.knn_explainer.</span></span><span class="sig-name descname"><span class=pre >KNNExplainer</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >train_ds</span></span></em>, <em class=sig-param ><span class=o ><span class=pre >**</span></span><span class=n ><span class=pre >kwargs</span></span></em><span class=sig-paren >)</span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/knn_explainer.html#KNNExplainer"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.knn_explainer.KNNExplainer" title="Permalink to this definition">¶</a> <dd><dl class="py method"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.knn_explainer.KNNExplainer.__init__ > <span class="sig-name descname"><span class=pre >__init__</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >train_ds</span></span></em>, <em class=sig-param ><span class=o ><span class=pre >**</span></span><span class=n ><span class=pre >kwargs</span></span></em><span class=sig-paren >)</span> <span class=sig-return ><span class=sig-return-icon >→</span> <span class=sig-return-typehint ><span class=pre >None</span></span></span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/knn_explainer.html#KNNExplainer.__init__"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.knn_explainer.KNNExplainer.__init__" title="Permalink to this definition">¶</a> <dd><p>Should be called in any successor - initializes default meta needed. Arguments passed in it should be related to model’s hyperparameters, architecture. All additional arguments should have defaults - to be able to create model and then load. Successors may pass all of their parameters to superclass for it to be able to log them in meta. Everything that is worth to document about model and data it was trained on can be either in params or meta_prefix.</p> </dl> <dl class="py method"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.knn_explainer.KNNExplainer.predict > <span class="sig-name descname"><span class=pre >predict</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >x</span></span></em>, <em class=sig-param ><span class=n ><span class=pre >model</span></span></em><span class=sig-paren >)</span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/knn_explainer.html#KNNExplainer.predict"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.knn_explainer.KNNExplainer.predict" title="Permalink to this definition">¶</a> <dd><p>Method to encapsulate inference. May include preprocessing steps to make model self-sufficient.</p> </dl> </dl> <div class=line-block > <div class=line ><br/></div> </div> <div class=line-block > <div class=line ><br/></div> </div> <div class=line-block > <div class=line ><br/></div> </div> <dl class="py class"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.random_explainer.RandomExplainer > <em class=property ><span class=pre >class</span><span class=w > </span></em><span class="sig-prename descclassname"><span class=pre >xaib.explainers.example_selection.random_explainer.</span></span><span class="sig-name descname"><span class=pre >RandomExplainer</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >train_ds</span></span></em>, <em class=sig-param ><span class=o ><span class=pre >**</span></span><span class=n ><span class=pre >kwargs</span></span></em><span class=sig-paren >)</span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/random_explainer.html#RandomExplainer"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.random_explainer.RandomExplainer" title="Permalink to this definition">¶</a> <dd><dl class="py method"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.random_explainer.RandomExplainer.__init__ > <span class="sig-name descname"><span class=pre >__init__</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >train_ds</span></span></em>, <em class=sig-param ><span class=o ><span class=pre >**</span></span><span class=n ><span class=pre >kwargs</span></span></em><span class=sig-paren >)</span> <span class=sig-return ><span class=sig-return-icon >→</span> <span class=sig-return-typehint ><span class=pre >None</span></span></span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/random_explainer.html#RandomExplainer.__init__"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.random_explainer.RandomExplainer.__init__" title="Permalink to this definition">¶</a> <dd><p>Should be called in any successor - initializes default meta needed. Arguments passed in it should be related to model’s hyperparameters, architecture. All additional arguments should have defaults - to be able to create model and then load. Successors may pass all of their parameters to superclass for it to be able to log them in meta. Everything that is worth to document about model and data it was trained on can be either in params or meta_prefix.</p> </dl> <dl class="py method"> <dt class="sig sig-object py" id=xaib.explainers.example_selection.random_explainer.RandomExplainer.predict > <span class="sig-name descname"><span class=pre >predict</span></span><span class=sig-paren >(</span><em class=sig-param ><span class=n ><span class=pre >x</span></span></em>, <em class=sig-param ><span class=n ><span class=pre >model</span></span></em><span class=sig-paren >)</span><a class="reference internal" href="../_modules/xaib/explainers/example_selection/random_explainer.html#RandomExplainer.predict"><span class=viewcode-link ><span class=pre >[source]</span></span></a><a class=headerlink href="#xaib.explainers.example_selection.random_explainer.RandomExplainer.predict" title="Permalink to this definition">¶</a> <dd><p>Method to encapsulate inference. May include preprocessing steps to make model self-sufficient.</p> </dl> </dl> <div class=line-block > <div class=line ><br/></div> </div> <div class=line-block > <div class=line ><br/></div> </div> <div class=line-block > <div class=line ><br/></div> </div> </section> </article> </div> </div> </main> </div> <footer class=md-footer > <div class=md-footer-nav > <nav class="md-footer-nav__inner md-grid"> <a href=explainers.feature_importance.html title=xaib.explainers.feature_importance class="md-flex md-footer-nav__link md-footer-nav__link--prev" rel=prev > <div class="md-flex__cell md-flex__cell--shrink"> <i class="md-icon md-icon--arrow-back md-footer-nav__button"></i> </div> <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"> <span class=md-flex__ellipsis > <span class=md-footer-nav__direction > Previous </span> xaib.explainers.feature_importance </span> </div> </a> <a href=metrics.html title=xaib.metrics class="md-flex md-footer-nav__link md-footer-nav__link--next" rel=next > <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span class=md-flex__ellipsis > <span class=md-footer-nav__direction > Next </span> xaib.metrics </span> </div> <div class="md-flex__cell md-flex__cell--shrink"><i class="md-icon md-icon--arrow-forward md-footer-nav__button"></i> </div> </a> </nav> </div> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class=md-footer-copyright > <div class=md-footer-copyright__highlight > © Copyright 2023, Ilia Moiseev. </div> Created using <a href="http://www.sphinx-doc.org/">Sphinx</a> 6.1.3. and <a href="https://github.com/bashtage/sphinx-material/">Material for Sphinx</a> </div> </div> </div> </footer> <script src="../javascripts/application.js"></script> <script>app.initialize({version: "1.0.4", url: {base: ".."}})</script>