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 <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="DataStream_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_IO_DATA_STREAM_H_</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="preprocessor"></span><span class="preprocessor">#define OPENANN_IO_DATA_STREAM_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 <Eigen/Core></span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span> </div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="keyword">namespace </span>OpenANN</div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</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">class </span>DirectStorageDataSet;</div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="keyword">class </span>Optimizer;</div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="keyword">class </span>Learner;</div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span> </div>
<div class="line"><a name="l00025"></a><span class="lineno"><a class="code" href="classOpenANN_1_1DataStream.html"> 25</a></span> <span class="keyword">class </span><a class="code" href="classOpenANN_1_1DataStream.html" title="Streams training data for online training. ">DataStream</a></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span> {</div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keywordtype">int</span> cacheSize, collected;</div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  Eigen::MatrixXd X, T;</div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <a class="code" href="classOpenANN_1_1DirectStorageDataSet.html" title="Stores the inputs and outputs of the data set directly in two matrices. ">DirectStorageDataSet</a>* cache;</div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <a class="code" href="classOpenANN_1_1Optimizer.html" title="The common interface of all optimization algorithms. ">Optimizer</a>* opt; </div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  <a class="code" href="classOpenANN_1_1Learner.html" title="Common base class of all learning algorithms. ">Learner</a>* learner; </div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="keyword">public</span>:</div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <a class="code" href="classOpenANN_1_1DataStream.html#a091e4a15df5236147ee3bd93187fd43b" title="Create a data stream. ">DataStream</a>(<span class="keywordtype">int</span> cacheSize);</div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <a class="code" href="classOpenANN_1_1DataStream.html#aa6aaae6ee273335f2fd0dbcf3d50b001">~DataStream</a>();</div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <a class="code" href="classOpenANN_1_1DataStream.html" title="Streams training data for online training. ">DataStream</a>& <a class="code" href="classOpenANN_1_1DataStream.html#a9915af63821b30fea02101dfdf5f1015" title="Add a learner. ">setLearner</a>(<a class="code" href="classOpenANN_1_1Learner.html" title="Common base class of all learning algorithms. ">Learner</a>& learner);</div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <a class="code" href="classOpenANN_1_1DataStream.html" title="Streams training data for online training. ">DataStream</a>& <a class="code" href="classOpenANN_1_1DataStream.html#afdef722d8bab77e055faa58649787dd6" title="Add an optimizer. ">setOptimizer</a>(<a class="code" href="classOpenANN_1_1Optimizer.html" title="The common interface of all optimization algorithms. ">Optimizer</a>& opt);</div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keywordtype">void</span> <a class="code" href="classOpenANN_1_1DataStream.html#aa05a978ac257c8bea0d3829cf2c629c7" title="Add a sample of the data distribution. ">addSample</a>(Eigen::VectorXd* x, Eigen::VectorXd* t = 0);</div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="keyword">private</span>:</div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="keywordtype">void</span> initialize(<span class="keywordtype">int</span> inputs, <span class="keywordtype">int</span> outputs);</div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span> };</div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span> </div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span> } <span class="comment">// namespace OpenANN</span></div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span> </div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span> <span class="preprocessor">#endif // OPENANN_IO_DATA_STREAM_H_</span></div>
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