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<!DOCTYPE html>



<html xmlns="http://www.w3.org/1999/xhtml">

  <head>

    <meta charset="utf-8" />

    <title>MLP &#8212; DeepPurpose 0.0.1 documentation</title>

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  <div class="section" id="mlp">

<h1>MLP<a class="headerlink" href="#mlp" title="Permalink to this headline"></a></h1>

<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">DeepPurpose</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">MLP</span><span class="p">(</span><span class="n">nn</span><span class="o">.</span><span class="n">Sequential</span><span class="p">)</span>

</pre></div>

</div>

<p>Multi-Layer Perceptron</p>

<p><strong>constructor</strong></p>

<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">input_dim</span><span class="p">,</span> <span class="n">hidden_dim</span><span class="p">,</span> <span class="n">hidden_dims</span><span class="p">)</span>

</pre></div>

</div>

<ul class="simple">

<li><p><strong>input_dim</strong> (int) - dimension of input feature.</p></li>

<li><p><strong>hidden_dim</strong> (int) - dimension of hidden layer.</p></li>

</ul>

<p><strong>Calling functions</strong> implement the feedforward procedure of MLP.</p>

<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">forward</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>

</pre></div>

</div>

<ul class="simple">

<li><p><strong>v</strong></p></li>

</ul>

</div>





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<h3>Navigation</h3>

<p class="caption"><span class="caption-text">Background</span></p>

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<li class="toctree-l1"><a class="reference internal" href="introduction.html">Feature of DeepPurpose</a></li>

<li class="toctree-l1"><a class="reference internal" href="DTI.html">What is Drug Target Interaction?</a></li>

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