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Inheritance diagram for bayesnet::BaseClassifier:</div>
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<table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:adb5de0dbb35950189843ff123cae779a" id="r_adb5de0dbb35950189843ff123cae779a"><td class="memItemLeft" align="right" valign="top"><a id="adb5de0dbb35950189843ff123cae779a" name="adb5de0dbb35950189843ff123cae779a"></a>
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virtual <a class="el" href="classbayesnet_1_1_base_classifier.html">BaseClassifier</a> & </td><td class="memItemRight" valign="bottom"><b>fit</b> (std::vector< std::vector< int > > &X, std::vector< int > &y, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states)=0</td></tr>
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<tr class="separator:adb5de0dbb35950189843ff123cae779a"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ac2100871673e2e86c2c69161995619d7" id="r_ac2100871673e2e86c2c69161995619d7"><td class="memItemLeft" align="right" valign="top"><a id="ac2100871673e2e86c2c69161995619d7" name="ac2100871673e2e86c2c69161995619d7"></a>
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virtual <a class="el" href="classbayesnet_1_1_base_classifier.html">BaseClassifier</a> & </td><td class="memItemRight" valign="bottom"><b>fit</b> (torch::Tensor &X, torch::Tensor &y, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states)=0</td></tr>
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<tr class="separator:ac2100871673e2e86c2c69161995619d7"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a78c898bfd3e2416729324086ab2bf103" id="r_a78c898bfd3e2416729324086ab2bf103"><td class="memItemLeft" align="right" valign="top"><a id="a78c898bfd3e2416729324086ab2bf103" name="a78c898bfd3e2416729324086ab2bf103"></a>
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virtual <a class="el" href="classbayesnet_1_1_base_classifier.html">BaseClassifier</a> & </td><td class="memItemRight" valign="bottom"><b>fit</b> (torch::Tensor &dataset, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states)=0</td></tr>
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<tr class="separator:a78c898bfd3e2416729324086ab2bf103"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ae02545ac2d954733112f6f4d5bf68824" id="r_ae02545ac2d954733112f6f4d5bf68824"><td class="memItemLeft" align="right" valign="top"><a id="ae02545ac2d954733112f6f4d5bf68824" name="ae02545ac2d954733112f6f4d5bf68824"></a>
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virtual <a class="el" href="classbayesnet_1_1_base_classifier.html">BaseClassifier</a> & </td><td class="memItemRight" valign="bottom"><b>fit</b> (torch::Tensor &dataset, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states, const torch::Tensor &weights)=0</td></tr>
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<tr class="separator:ae02545ac2d954733112f6f4d5bf68824"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8ddf175d6893aac89a2ef611afe2aff5" id="r_a8ddf175d6893aac89a2ef611afe2aff5"><td class="memItemLeft" align="right" valign="top"><a id="a8ddf175d6893aac89a2ef611afe2aff5" name="a8ddf175d6893aac89a2ef611afe2aff5"></a>
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virtual torch::Tensor </td><td class="memItemRight" valign="bottom"><b>predict</b> (torch::Tensor &X)=0</td></tr>
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<tr class="separator:a8ddf175d6893aac89a2ef611afe2aff5"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:afd6fda8b5fcecabc21bedd2c02cab485" id="r_afd6fda8b5fcecabc21bedd2c02cab485"><td class="memItemLeft" align="right" valign="top"><a id="afd6fda8b5fcecabc21bedd2c02cab485" name="afd6fda8b5fcecabc21bedd2c02cab485"></a>
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virtual std::vector< int > </td><td class="memItemRight" valign="bottom"><b>predict</b> (std::vector< std::vector< int > > &X)=0</td></tr>
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<tr class="separator:afd6fda8b5fcecabc21bedd2c02cab485"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a71d5bf298133a976bf201eb10389a64f" id="r_a71d5bf298133a976bf201eb10389a64f"><td class="memItemLeft" align="right" valign="top"><a id="a71d5bf298133a976bf201eb10389a64f" name="a71d5bf298133a976bf201eb10389a64f"></a>
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virtual torch::Tensor </td><td class="memItemRight" valign="bottom"><b>predict_proba</b> (torch::Tensor &X)=0</td></tr>
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<tr class="separator:a71d5bf298133a976bf201eb10389a64f"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ac095c945916957d131fb161db0d69491" id="r_ac095c945916957d131fb161db0d69491"><td class="memItemLeft" align="right" valign="top"><a id="ac095c945916957d131fb161db0d69491" name="ac095c945916957d131fb161db0d69491"></a>
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virtual std::vector< std::vector< double > > </td><td class="memItemRight" valign="bottom"><b>predict_proba</b> (std::vector< std::vector< int > > &X)=0</td></tr>
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<tr class="separator:ac095c945916957d131fb161db0d69491"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a6f4cd18f841e4522a66ce42f50dbad61" id="r_a6f4cd18f841e4522a66ce42f50dbad61"><td class="memItemLeft" align="right" valign="top"><a id="a6f4cd18f841e4522a66ce42f50dbad61" name="a6f4cd18f841e4522a66ce42f50dbad61"></a>
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virtual status_t </td><td class="memItemRight" valign="bottom"><b>getStatus</b> () const =0</td></tr>
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<tr class="separator:a6f4cd18f841e4522a66ce42f50dbad61"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:acfad4f5338e97e053deca515ee2ec01f" id="r_acfad4f5338e97e053deca515ee2ec01f"><td class="memItemLeft" align="right" valign="top"><a id="acfad4f5338e97e053deca515ee2ec01f" name="acfad4f5338e97e053deca515ee2ec01f"></a>
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virtual float </td><td class="memItemRight" valign="bottom"><b>score</b> (std::vector< std::vector< int > > &X, std::vector< int > &y)=0</td></tr>
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<tr class="separator:acfad4f5338e97e053deca515ee2ec01f"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab4c8e4421870ba12305e7c8748ab3138" id="r_ab4c8e4421870ba12305e7c8748ab3138"><td class="memItemLeft" align="right" valign="top"><a id="ab4c8e4421870ba12305e7c8748ab3138" name="ab4c8e4421870ba12305e7c8748ab3138"></a>
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virtual float </td><td class="memItemRight" valign="bottom"><b>score</b> (torch::Tensor &X, torch::Tensor &y)=0</td></tr>
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<tr class="memitem:a9368faebff261f9628427c3932353f00" id="r_a9368faebff261f9628427c3932353f00"><td class="memItemLeft" align="right" valign="top"><a id="a9368faebff261f9628427c3932353f00" name="a9368faebff261f9628427c3932353f00"></a>
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virtual int </td><td class="memItemRight" valign="bottom"><b>getNumberOfNodes</b> () const =0</td></tr>
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<tr class="memitem:a2a0280c78d7cc7f0ea0d1df0097b9184" id="r_a2a0280c78d7cc7f0ea0d1df0097b9184"><td class="memItemLeft" align="right" valign="top"><a id="a2a0280c78d7cc7f0ea0d1df0097b9184" name="a2a0280c78d7cc7f0ea0d1df0097b9184"></a>
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virtual int </td><td class="memItemRight" valign="bottom"><b>getNumberOfEdges</b> () const =0</td></tr>
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virtual int </td><td class="memItemRight" valign="bottom"><b>getNumberOfStates</b> () const =0</td></tr>
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virtual int </td><td class="memItemRight" valign="bottom"><b>getClassNumStates</b> () const =0</td></tr>
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virtual std::vector< std::string > </td><td class="memItemRight" valign="bottom"><b>show</b> () const =0</td></tr>
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virtual std::vector< std::string > </td><td class="memItemRight" valign="bottom"><b>graph</b> (const std::string &title="") const =0</td></tr>
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virtual std::string </td><td class="memItemRight" valign="bottom"><b>getVersion</b> ()=0</td></tr>
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virtual std::vector< std::string > </td><td class="memItemRight" valign="bottom"><b>topological_order</b> ()=0</td></tr>
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virtual std::vector< std::string > </td><td class="memItemRight" valign="bottom"><b>getNotes</b> () const =0</td></tr>
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virtual std::string </td><td class="memItemRight" valign="bottom"><b>dump_cpt</b> () const =0</td></tr>
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virtual void </td><td class="memItemRight" valign="bottom"><b>setHyperparameters</b> (const nlohmann::json &hyperparameters)=0</td></tr>
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<tr class="memitem:ac4e33e5450cbd7ffe7b8ba5608106722" id="r_ac4e33e5450cbd7ffe7b8ba5608106722"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > & </td><td class="memItemRight" valign="bottom"><a class="el" href="#ac4e33e5450cbd7ffe7b8ba5608106722">getValidHyperparameters</a> ()</td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pro-methods" name="pro-methods"></a>
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Protected Member Functions</h2></td></tr>
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virtual void </td><td class="memItemRight" valign="bottom"><b>trainModel</b> (const torch::Tensor &weights)=0</td></tr>
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Protected Attributes</h2></td></tr>
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<tr class="memitem:ae2d94700f470b5f4a623965b1c442c6a" id="r_ae2d94700f470b5f4a623965b1c442c6a"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="#ae2d94700f470b5f4a623965b1c442c6a">validHyperparameters</a></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock">
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<p class="definition">Definition at line <a class="el" href="_base_classifier_8h_source.html#l00013">13</a> of file <a class="el" href="_base_classifier_8h_source.html">BaseClassifier.h</a>.</p>
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</div><h2 class="groupheader">Member Function Documentation</h2>
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<a id="ac4e33e5450cbd7ffe7b8ba5608106722" name="ac4e33e5450cbd7ffe7b8ba5608106722"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#ac4e33e5450cbd7ffe7b8ba5608106722">◆ </a></span>getValidHyperparameters()</h2>
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<td class="memname">std::vector< std::string > & bayesnet::BaseClassifier::getValidHyperparameters </td>
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<td>(</td>
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<td class="paramname"><span class="paramname"><em></em></span></td><td>)</td>
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<p class="definition">Definition at line <a class="el" href="_base_classifier_8h_source.html#l00040">40</a> of file <a class="el" href="_base_classifier_8h_source.html">BaseClassifier.h</a>.</p>
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<h2 class="groupheader">Member Data Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#ae2d94700f470b5f4a623965b1c442c6a">◆ </a></span>validHyperparameters</h2>
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<td class="memname">std::vector<std::string> bayesnet::BaseClassifier::validHyperparameters</td>
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<span class="mlabels"><span class="mlabel">protected</span></span> </td>
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<p class="definition">Definition at line <a class="el" href="_base_classifier_8h_source.html#l00043">43</a> of file <a class="el" href="_base_classifier_8h_source.html">BaseClassifier.h</a>.</p>
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<hr/>The documentation for this class was generated from the following file:<ul>
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<li>/Users/rmontanana/Code/BayesNet/bayesnet/<a class="el" href="_base_classifier_8h_source.html">BaseClassifier.h</a></li>
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<li class="navelem"><b>bayesnet</b></li><li class="navelem"><a class="el" href="classbayesnet_1_1_base_classifier.html">BaseClassifier</a></li>
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