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<div class="header">
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<a href="#pub-methods">Public Member Functions</a> &#124;
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<p><code>#include &lt;<a class="el" href="network_8hpp_source.html">network.hpp</a>&gt;</code></p>
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Public Member Functions</h2></td></tr>
<tr class="memitem:a7256dd4fca14fcf9373591ea1a1b42d6"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a7256dd4fca14fcf9373591ea1a1b42d6">compute_last_delta</a> (<a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a> y)</td></tr>
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<tr class="memitem:a3cc2fb4f8fa4d507077e8da85ce5a1c8"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a3cc2fb4f8fa4d507077e8da85ce5a1c8">Network</a> ()</td></tr>
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<tr class="memitem:a790c6368ae5d69fbdb550ed7306543e5"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a790c6368ae5d69fbdb550ed7306543e5">set_cost</a> (<a class="el" href="network_8hpp.html#a0c3a80fe878325a4a277470fdc7b3eb3">CostFunction</a>)</td></tr>
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<tr class="memitem:ade63dfedd3ffa5c0b9ef3e03aa58bc11"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#ade63dfedd3ffa5c0b9ef3e03aa58bc11">push_layer</a> (<a class="el" href="class_layer_1_1_layer.html">Layer::Layer</a> &amp;l)</td></tr>
<tr class="separator:ade63dfedd3ffa5c0b9ef3e03aa58bc11"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a33b17ec8563577be73c109bfbb267c52"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a33b17ec8563577be73c109bfbb267c52">is_done</a> ()</td></tr>
<tr class="separator:a33b17ec8563577be73c109bfbb267c52"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab4a53f3e2d5c1033e9b2314826acf821"><td class="memItemLeft" align="right" valign="top"><a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#ab4a53f3e2d5c1033e9b2314826acf821">feed_forward</a> (<a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a> x_in)</td></tr>
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<tr class="memitem:a08f9864a68e23b74c1c212c67ca70ed4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a08f9864a68e23b74c1c212c67ca70ed4">eval</a> (<a class="el" href="class_dataset.html">Dataset</a> *dataset)</td></tr>
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<tr class="memitem:a7bfcf0b5c1ed41fc14771d256789a042"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a7bfcf0b5c1ed41fc14771d256789a042">train</a> (<a class="el" href="class_dataset.html">Dataset</a> *dataset, size_t nb_epochs, size_t batch_size, <a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> eta)</td></tr>
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Public Attributes</h2></td></tr>
<tr class="memitem:a4bb79b836cfd07172c7ed37dade8cefd"><td class="memItemLeft" align="right" valign="top">list&lt; <a class="el" href="class_layer_1_1_layer.html">Layer::Layer</a> * &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a4bb79b836cfd07172c7ed37dade8cefd">layers</a></td></tr>
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<tr class="memitem:a912e19f5f19a486459cb8dac0bba7b7e"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a912e19f5f19a486459cb8dac0bba7b7e">n_in</a></td></tr>
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<tr class="memitem:a4b6a975d8042d27ac5a7a026db5fc1f0"><td class="memItemLeft" align="right" valign="top">size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a4b6a975d8042d27ac5a7a026db5fc1f0">n_out</a></td></tr>
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<tr class="memitem:ad71ea0a71fa28c4510e42fb809846404"><td class="memItemLeft" align="right" valign="top"><a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#ad71ea0a71fa28c4510e42fb809846404">a</a></td></tr>
<tr class="separator:ad71ea0a71fa28c4510e42fb809846404"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7d23ea49f6f1c5c0524210f658390cbc"><td class="memItemLeft" align="right" valign="top"><a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a7d23ea49f6f1c5c0524210f658390cbc">last_delta</a></td></tr>
<tr class="separator:a7d23ea49f6f1c5c0524210f658390cbc"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abf80a2387544fb826f11ab922b857d50"><td class="memItemLeft" align="right" valign="top"><a class="el" href="network_8hpp.html#a0c3a80fe878325a4a277470fdc7b3eb3">CostFunction</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#abf80a2387544fb826f11ab922b857d50">C</a></td></tr>
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Protected Member Functions</h2></td></tr>
<tr class="memitem:aa515f8e09f5d2c989abdf68d97e79e26"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#aa515f8e09f5d2c989abdf68d97e79e26">shuffle</a> (size_t *tab, size_t size)</td></tr>
<tr class="separator:aa515f8e09f5d2c989abdf68d97e79e26"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2bb9069ed59682d142860215ed970e06"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a2bb9069ed59682d142860215ed970e06">update_batch</a> (<a class="el" href="class_dataset.html">Dataset</a> *dataset, size_t *indices, size_t begin, size_t end, <a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> eta)</td></tr>
<tr class="separator:a2bb9069ed59682d142860215ed970e06"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6c324cab761fdff1c614305a6544a311"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="class_network.html#a6c324cab761fdff1c614305a6544a311">back_propagation</a> (<a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a> x, <a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a> y, <a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> eta)</td></tr>
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<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a id="a3cc2fb4f8fa4d507077e8da85ce5a1c8" name="a3cc2fb4f8fa4d507077e8da85ce5a1c8"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3cc2fb4f8fa4d507077e8da85ce5a1c8">&#9670;&nbsp;</a></span>Network()</h2>

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          <td class="memname">Network::Network </td>
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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a6c324cab761fdff1c614305a6544a311">&#9670;&nbsp;</a></span>back_propagation()</h2>

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          <td class="memname">void Network::back_propagation </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a>&#160;</td>
          <td class="paramname"><em>x</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype"><a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a>&#160;</td>
          <td class="paramname"><em>y</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a>&#160;</td>
          <td class="paramname"><em>eta</em>&#160;</td>
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          <td>)</td>
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<span class="mlabels"><span class="mlabel">protected</span></span>  </td>
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<a id="a7256dd4fca14fcf9373591ea1a1b42d6" name="a7256dd4fca14fcf9373591ea1a1b42d6"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a7256dd4fca14fcf9373591ea1a1b42d6">&#9670;&nbsp;</a></span>compute_last_delta()</h2>

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          <td class="memname">void Network::compute_last_delta </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a>&#160;</td>
          <td class="paramname"><em>y</em></td><td>)</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a08f9864a68e23b74c1c212c67ca70ed4">&#9670;&nbsp;</a></span>eval()</h2>

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          <td class="memname"><a class="el" href="vector_8hpp.html#a4b04262b81aa7d31eb5d2f607e2a35de">Real</a> Network::eval </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="class_dataset.html">Dataset</a> *&#160;</td>
          <td class="paramname"><em>dataset</em></td><td>)</td>
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<h2 class="memtitle"><span class="permalink"><a href="#ab4a53f3e2d5c1033e9b2314826acf821">&#9670;&nbsp;</a></span>feed_forward()</h2>

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          <td class="memname"><a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a> Network::feed_forward </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="vector_8hpp.html#ab9855a300a7759f4c0f85067d44e4c38">Vector</a>&#160;</td>
          <td class="paramname"><em>x_in</em></td><td>)</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a33b17ec8563577be73c109bfbb267c52">&#9670;&nbsp;</a></span>is_done()</h2>

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          <td class="memname">void Network::is_done </td>
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<h2 class="memtitle"><span class="permalink"><a href="#ade63dfedd3ffa5c0b9ef3e03aa58bc11">&#9670;&nbsp;</a></span>push_layer()</h2>

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          <td class="memname">void Network::push_layer </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="class_layer_1_1_layer.html">Layer::Layer</a> &amp;&#160;</td>
          <td class="paramname"><em>l</em></td><td>)</td>
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<h2 class="memtitle"><span class="permalink"><a href="#a790c6368ae5d69fbdb550ed7306543e5">&#9670;&nbsp;</a></span>set_cost()</h2>

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          <td class="memname">void Network::set_cost </td>
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<h2 class="memtitle"><span class="permalink"><a href="#aa515f8e09f5d2c989abdf68d97e79e26">&#9670;&nbsp;</a></span>shuffle()</h2>

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<h2 class="memtitle"><span class="permalink"><a href="#a7bfcf0b5c1ed41fc14771d256789a042">&#9670;&nbsp;</a></span>train()</h2>

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<h2 class="memtitle"><span class="permalink"><a href="#a2bb9069ed59682d142860215ed970e06">&#9670;&nbsp;</a></span>update_batch()</h2>

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<h2 class="groupheader">Member Data Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#ad71ea0a71fa28c4510e42fb809846404">&#9670;&nbsp;</a></span>a</h2>

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<h2 class="memtitle"><span class="permalink"><a href="#abf80a2387544fb826f11ab922b857d50">&#9670;&nbsp;</a></span>C</h2>

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<h2 class="memtitle"><span class="permalink"><a href="#a7d23ea49f6f1c5c0524210f658390cbc">&#9670;&nbsp;</a></span>last_delta</h2>

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<h2 class="memtitle"><span class="permalink"><a href="#a4bb79b836cfd07172c7ed37dade8cefd">&#9670;&nbsp;</a></span>layers</h2>

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<h2 class="memtitle"><span class="permalink"><a href="#a912e19f5f19a486459cb8dac0bba7b7e">&#9670;&nbsp;</a></span>n_in</h2>

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<h2 class="memtitle"><span class="permalink"><a href="#a4b6a975d8042d27ac5a7a026db5fc1f0">&#9670;&nbsp;</a></span>n_out</h2>

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<hr/>The documentation for this class was generated from the following files:<ul>
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