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<div id="projectname">BayesNet<span id="projectnumber">&#160;1.0.5</span>
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<div id="projectbrief">Bayesian Network Classifiers using libtorch from scratch</div>
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<div class="headertitle"><div class="title">Proposal.h</div></div>
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<div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span><span class="comment">// ***************************************************************</span></div>
<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span><span class="comment">// SPDX-FileCopyrightText: Copyright 2024 Ricardo Montañana Gómez</span></div>
<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span><span class="comment">// SPDX-FileType: SOURCE</span></div>
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span><span class="comment">// SPDX-License-Identifier: MIT</span></div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="comment">// ***************************************************************</span></div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span> </div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span><span class="preprocessor">#ifndef PROPOSAL_H</span></div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span><span class="preprocessor">#define PROPOSAL_H</span></div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span><span class="preprocessor">#include &lt;string&gt;</span></div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span><span class="preprocessor">#include &lt;map&gt;</span></div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"> 11</span><span class="preprocessor">#include &lt;torch/torch.h&gt;</span></div>
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span><span class="preprocessor">#include &lt;CPPFImdlp.h&gt;</span></div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"> 13</span><span class="preprocessor">#include &quot;bayesnet/network/Network.h&quot;</span></div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span><span class="preprocessor">#include &quot;Classifier.h&quot;</span></div>
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span> </div>
<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span><span class="keyword">namespace </span>bayesnet {</div>
<div class="foldopen" id="foldopen00017" data-start="{" data-end="};">
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"><a class="line" href="classbayesnet_1_1_proposal.html"> 17</a></span> <span class="keyword">class </span><a class="code hl_class" href="classbayesnet_1_1_proposal.html">Proposal</a> {</div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span> <span class="keyword">public</span>:</div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span> <a class="code hl_class" href="classbayesnet_1_1_proposal.html">Proposal</a>(torch::Tensor&amp; pDataset, std::vector&lt;std::string&gt;&amp; features_, std::string&amp; className_);</div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span> <span class="keyword">virtual</span> <a class="code hl_class" href="classbayesnet_1_1_proposal.html">~Proposal</a>();</div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span> <span class="keyword">protected</span>:</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span> <span class="keywordtype">void</span> checkInput(<span class="keyword">const</span> torch::Tensor&amp; X, <span class="keyword">const</span> torch::Tensor&amp; y);</div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> torch::Tensor prepareX(torch::Tensor&amp; X);</div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span> map&lt;std::string, std::vector&lt;int&gt;&gt; localDiscretizationProposal(<span class="keyword">const</span> map&lt;std::string, std::vector&lt;int&gt;&gt;&amp; states, <a class="code hl_class" href="classbayesnet_1_1_network.html">Network</a>&amp; model);</div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span> map&lt;std::string, std::vector&lt;int&gt;&gt; fit_local_discretization(<span class="keyword">const</span> torch::Tensor&amp; y);</div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"> 26</span> torch::Tensor Xf; <span class="comment">// X continuous nxm tensor</span></div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span> torch::Tensor y; <span class="comment">// y discrete nx1 tensor</span></div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span> map&lt;std::string, mdlp::CPPFImdlp*&gt; discretizers;</div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span> <span class="keyword">private</span>:</div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span> std::vector&lt;int&gt; factorize(<span class="keyword">const</span> std::vector&lt;std::string&gt;&amp; labels_t);</div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> torch::Tensor&amp; pDataset; <span class="comment">// (n+1)xm tensor</span></div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> std::vector&lt;std::string&gt;&amp; pFeatures;</div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> std::string&amp; pClassName;</div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span> };</div>
</div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span>}</div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> </div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span><span class="preprocessor">#endif </span></div>
<div class="ttc" id="aclassbayesnet_1_1_network_html"><div class="ttname"><a href="classbayesnet_1_1_network.html">bayesnet::Network</a></div><div class="ttdef"><b>Definition</b> <a href="_network_8h_source.html#l00015">Network.h:15</a></div></div>
<div class="ttc" id="aclassbayesnet_1_1_proposal_html"><div class="ttname"><a href="classbayesnet_1_1_proposal.html">bayesnet::Proposal</a></div><div class="ttdef"><b>Definition</b> <a href="#l00017">Proposal.h:17</a></div></div>
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