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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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<div id="projectname">OpenANN
 <span id="projectnumber">1.1.0</span>
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<div id="projectbrief">An open source library for artificial neural networks.</div>
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<a href="EnsembleLearner_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="preprocessor">#ifndef OPENANN_ENSEMBLE_H_</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="preprocessor"></span><span class="preprocessor">#define OPENANN_ENSEMBLE_H_</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="preprocessor"></span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="preprocessor">#include <<a class="code" href="Learner_8h.html">OpenANN/Learner.h</a>></span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#include <<a class="code" href="Optimizer_8h.html">OpenANN/optimization/Optimizer.h</a>></span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#include <<a class="code" href="DataSet_8h.html">OpenANN/io/DataSet.h</a>></span></div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include <Eigen/Core></span></div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span> </div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="keyword">namespace </span>OpenANN</div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span> {</div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span> </div>
<div class="line"><a name="l00012"></a><span class="lineno"><a class="code" href="classOpenANN_1_1EnsembleLearner.html"> 12</a></span> <span class="keyword">class </span><a class="code" href="classOpenANN_1_1EnsembleLearner.html">EnsembleLearner</a></div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span> {</div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="keyword">public</span>:</div>
<div class="line"><a name="l00015"></a><span class="lineno"><a class="code" href="classOpenANN_1_1EnsembleLearner.html#a7174b960b87b04d0b37dba19a25d4afa"> 15</a></span>  <span class="keyword">virtual</span> <a class="code" href="classOpenANN_1_1EnsembleLearner.html#a7174b960b87b04d0b37dba19a25d4afa">~EnsembleLearner</a>() {}</div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>  <span class="keyword">virtual</span> <a class="code" href="classOpenANN_1_1EnsembleLearner.html">EnsembleLearner</a>& <a class="code" href="classOpenANN_1_1EnsembleLearner.html#a6a817c8e752eee190fe5ea8668a96e30">addLearner</a>(<a class="code" href="classOpenANN_1_1Learner.html" title="Common base class of all learning algorithms. ">Learner</a>& learner) = 0;</div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>  <span class="keyword">virtual</span> <a class="code" href="classOpenANN_1_1EnsembleLearner.html">EnsembleLearner</a>& <a class="code" href="classOpenANN_1_1EnsembleLearner.html#abbe0583a5587263f894c8416eca29fad">setOptimizer</a>(<a class="code" href="classOpenANN_1_1Optimizer.html" title="The common interface of all optimization algorithms. ">Optimizer</a>& optimizer) = 0;</div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>  <span class="keyword">virtual</span> <a class="code" href="classOpenANN_1_1EnsembleLearner.html">EnsembleLearner</a>& <a class="code" href="classOpenANN_1_1EnsembleLearner.html#aab8ff89cf500122516cf4a95799f786a">train</a>(<a class="code" href="classOpenANN_1_1DataSet.html" title="Data set interface. ">DataSet</a>& dataSet) = 0;</div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  <span class="keyword">virtual</span> Eigen::MatrixXd <a class="code" href="classOpenANN_1_1EnsembleLearner.html#aaf424b78c5f33746b127e32fc8a51b67">operator()</a>(Eigen::MatrixXd& <a class="code" href="namespacesine.html#a480b21bfa9a8de67d85f8b3c5c471d3c">X</a>) = 0;</div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  <span class="keyword">virtual</span> Eigen::VectorXd <a class="code" href="classOpenANN_1_1EnsembleLearner.html#aaf424b78c5f33746b127e32fc8a51b67">operator()</a>(Eigen::VectorXd& <a class="code" href="namespacesine.html#a480b21bfa9a8de67d85f8b3c5c471d3c">X</a>) = 0;</div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span> };</div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span> </div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span> } <span class="comment">// namespace OpenANN</span></div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span> </div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#endif // OPENANN_ENSEMBLE_H_</span></div>
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