873 lines
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873 lines
44 KiB
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<li class="navelem"><a class="el" href="namespacemlpack.html">mlpack</a></li><li class="navelem"><a class="el" href="namespacemlpack_1_1ann.html">ann</a></li><li class="navelem"><a class="el" href="classmlpack_1_1ann_1_1Add.html">Add</a></li> </ul>
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<a href="#pub-methods">Public Member Functions</a> |
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<div class="title">mlpack::ann::Add< InputDataType, OutputDataType > Class Template Reference</div> </div>
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<p>Implementation of the <a class="el" href="classmlpack_1_1ann_1_1Add.html" title="Implementation of the Add module class. ">Add</a> module class.
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<a href="classmlpack_1_1ann_1_1Add.html#details">More...</a></p>
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<table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:a0c6bb2985e877b027bdf6a2353a48395"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a0c6bb2985e877b027bdf6a2353a48395">Add</a> (const size_t <a class="el" href="classmlpack_1_1ann_1_1Add.html#a49c33d7c593afc758e59397cc64668d1">outSize</a>)</td></tr>
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<tr class="memdesc:a0c6bb2985e877b027bdf6a2353a48395"><td class="mdescLeft"> </td><td class="mdescRight">Create the <a class="el" href="classmlpack_1_1ann_1_1Add.html" title="Implementation of the Add module class. ">Add</a> object using the specified number of output units. <a href="#a0c6bb2985e877b027bdf6a2353a48395">More...</a><br /></td></tr>
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<tr class="separator:a0c6bb2985e877b027bdf6a2353a48395"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ae635a8f95cb2a2a0b2b0b23730ed84e0"><td class="memTemplParams" colspan="2">template<typename eT > </td></tr>
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<tr class="memitem:ae635a8f95cb2a2a0b2b0b23730ed84e0"><td class="memTemplItemLeft" align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#ae635a8f95cb2a2a0b2b0b23730ed84e0">Backward</a> (const arma::Mat< eT > &&, const arma::Mat< eT > &&gy, arma::Mat< eT > &&g)</td></tr>
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<tr class="memdesc:ae635a8f95cb2a2a0b2b0b23730ed84e0"><td class="mdescLeft"> </td><td class="mdescRight">Ordinary feed backward pass of a neural network, calculating the function f(x) by propagating x backwards trough f. <a href="#ae635a8f95cb2a2a0b2b0b23730ed84e0">More...</a><br /></td></tr>
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<tr class="separator:ae635a8f95cb2a2a0b2b0b23730ed84e0"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aed608f889acedf1c4d7e2f9090eec4b6"><td class="memItemLeft" align="right" valign="top">OutputDataType const & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#aed608f889acedf1c4d7e2f9090eec4b6">Delta</a> () const </td></tr>
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<tr class="memdesc:aed608f889acedf1c4d7e2f9090eec4b6"><td class="mdescLeft"> </td><td class="mdescRight">Get the delta. <a href="#aed608f889acedf1c4d7e2f9090eec4b6">More...</a><br /></td></tr>
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<tr class="separator:aed608f889acedf1c4d7e2f9090eec4b6"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a45f53247259b15c13ca1d8bf2b5c8d52"><td class="memItemLeft" align="right" valign="top">OutputDataType & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a45f53247259b15c13ca1d8bf2b5c8d52">Delta</a> ()</td></tr>
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<tr class="memdesc:a45f53247259b15c13ca1d8bf2b5c8d52"><td class="mdescLeft"> </td><td class="mdescRight">Modify the delta. <a href="#a45f53247259b15c13ca1d8bf2b5c8d52">More...</a><br /></td></tr>
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<tr class="separator:a45f53247259b15c13ca1d8bf2b5c8d52"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a1868a22da042326568463c29604dcc73"><td class="memTemplParams" colspan="2">template<typename eT > </td></tr>
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<tr class="memitem:a1868a22da042326568463c29604dcc73"><td class="memTemplItemLeft" align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a1868a22da042326568463c29604dcc73">Forward</a> (const arma::Mat< eT > &&input, arma::Mat< eT > &&output)</td></tr>
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<tr class="memdesc:a1868a22da042326568463c29604dcc73"><td class="mdescLeft"> </td><td class="mdescRight">Ordinary feed forward pass of a neural network, evaluating the function f(x) by propagating the activity forward through f. <a href="#a1868a22da042326568463c29604dcc73">More...</a><br /></td></tr>
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<tr class="separator:a1868a22da042326568463c29604dcc73"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:af132f6be4209827b4ffd024375617998"><td class="memTemplParams" colspan="2">template<typename eT > </td></tr>
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<tr class="memitem:af132f6be4209827b4ffd024375617998"><td class="memTemplItemLeft" align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#af132f6be4209827b4ffd024375617998">Gradient</a> (const arma::Mat< eT > &&, arma::Mat< eT > &&error, arma::Mat< eT > &&<a class="el" href="classmlpack_1_1ann_1_1Add.html#a923780045584f534008129ef9ca0df20">gradient</a>)</td></tr>
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<tr class="separator:af132f6be4209827b4ffd024375617998"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ad48df09ca41a4f0b63b5b3c5c0c594fa"><td class="memItemLeft" align="right" valign="top">OutputDataType const & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#ad48df09ca41a4f0b63b5b3c5c0c594fa">Gradient</a> () const </td></tr>
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<tr class="memdesc:ad48df09ca41a4f0b63b5b3c5c0c594fa"><td class="mdescLeft"> </td><td class="mdescRight">Get the gradient. <a href="#ad48df09ca41a4f0b63b5b3c5c0c594fa">More...</a><br /></td></tr>
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<tr class="separator:ad48df09ca41a4f0b63b5b3c5c0c594fa"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a38a5396f2f9c2eb6c085dd6a26b62258"><td class="memItemLeft" align="right" valign="top">OutputDataType & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a38a5396f2f9c2eb6c085dd6a26b62258">Gradient</a> ()</td></tr>
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<tr class="memdesc:a38a5396f2f9c2eb6c085dd6a26b62258"><td class="mdescLeft"> </td><td class="mdescRight">Modify the gradient. <a href="#a38a5396f2f9c2eb6c085dd6a26b62258">More...</a><br /></td></tr>
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<tr class="separator:a38a5396f2f9c2eb6c085dd6a26b62258"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a5efea771512a84b1c0ad8e9d5841746d"><td class="memItemLeft" align="right" valign="top">InputDataType const & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a5efea771512a84b1c0ad8e9d5841746d">InputParameter</a> () const </td></tr>
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<tr class="memdesc:a5efea771512a84b1c0ad8e9d5841746d"><td class="mdescLeft"> </td><td class="mdescRight">Get the input parameter. <a href="#a5efea771512a84b1c0ad8e9d5841746d">More...</a><br /></td></tr>
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<tr class="separator:a5efea771512a84b1c0ad8e9d5841746d"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a02be0b9be7448d9d1eac019b7a7f51f0"><td class="memItemLeft" align="right" valign="top">InputDataType & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a02be0b9be7448d9d1eac019b7a7f51f0">InputParameter</a> ()</td></tr>
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<tr class="memdesc:a02be0b9be7448d9d1eac019b7a7f51f0"><td class="mdescLeft"> </td><td class="mdescRight">Modify the input parameter. <a href="#a02be0b9be7448d9d1eac019b7a7f51f0">More...</a><br /></td></tr>
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<tr class="separator:a02be0b9be7448d9d1eac019b7a7f51f0"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a9046db4dd86088477c2ff3cf6391b3c1"><td class="memItemLeft" align="right" valign="top">OutputDataType const & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a9046db4dd86088477c2ff3cf6391b3c1">OutputParameter</a> () const </td></tr>
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<tr class="memdesc:a9046db4dd86088477c2ff3cf6391b3c1"><td class="mdescLeft"> </td><td class="mdescRight">Get the output parameter. <a href="#a9046db4dd86088477c2ff3cf6391b3c1">More...</a><br /></td></tr>
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<tr class="separator:a9046db4dd86088477c2ff3cf6391b3c1"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a14813846e6ba9e40577c662331283df5"><td class="memItemLeft" align="right" valign="top">OutputDataType & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a14813846e6ba9e40577c662331283df5">OutputParameter</a> ()</td></tr>
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<tr class="memdesc:a14813846e6ba9e40577c662331283df5"><td class="mdescLeft"> </td><td class="mdescRight">Modify the output parameter. <a href="#a14813846e6ba9e40577c662331283df5">More...</a><br /></td></tr>
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<tr class="separator:a14813846e6ba9e40577c662331283df5"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:af64aacd561a0343444bd065da9050b84"><td class="memItemLeft" align="right" valign="top">OutputDataType const & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#af64aacd561a0343444bd065da9050b84">Parameters</a> () const </td></tr>
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<tr class="memdesc:af64aacd561a0343444bd065da9050b84"><td class="mdescLeft"> </td><td class="mdescRight">Get the parameters. <a href="#af64aacd561a0343444bd065da9050b84">More...</a><br /></td></tr>
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<tr class="separator:af64aacd561a0343444bd065da9050b84"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a819b962210c93ad614d3250769d8c66f"><td class="memItemLeft" align="right" valign="top">OutputDataType & </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a819b962210c93ad614d3250769d8c66f">Parameters</a> ()</td></tr>
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<tr class="memdesc:a819b962210c93ad614d3250769d8c66f"><td class="mdescLeft"> </td><td class="mdescRight">Modify the parameters. <a href="#a819b962210c93ad614d3250769d8c66f">More...</a><br /></td></tr>
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<tr class="separator:a819b962210c93ad614d3250769d8c66f"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a17a07b878120136fe31ad49e49c1c8f3"><td class="memTemplParams" colspan="2">template<typename Archive > </td></tr>
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<tr class="memitem:a17a07b878120136fe31ad49e49c1c8f3"><td class="memTemplItemLeft" align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a17a07b878120136fe31ad49e49c1c8f3">Serialize</a> (Archive &ar, const unsigned int)</td></tr>
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<tr class="memdesc:a17a07b878120136fe31ad49e49c1c8f3"><td class="mdescLeft"> </td><td class="mdescRight">Serialize the layer. <a href="#a17a07b878120136fe31ad49e49c1c8f3">More...</a><br /></td></tr>
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<tr class="separator:a17a07b878120136fe31ad49e49c1c8f3"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pri-attribs"></a>
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Private Attributes</h2></td></tr>
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<tr class="memitem:aa5f6002ed802294e30d74ef98b8facb5"><td class="memItemLeft" align="right" valign="top">OutputDataType </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#aa5f6002ed802294e30d74ef98b8facb5">delta</a></td></tr>
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<tr class="memdesc:aa5f6002ed802294e30d74ef98b8facb5"><td class="mdescLeft"> </td><td class="mdescRight">Locally-stored delta object. <a href="#aa5f6002ed802294e30d74ef98b8facb5">More...</a><br /></td></tr>
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<tr class="separator:aa5f6002ed802294e30d74ef98b8facb5"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a923780045584f534008129ef9ca0df20"><td class="memItemLeft" align="right" valign="top">OutputDataType </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a923780045584f534008129ef9ca0df20">gradient</a></td></tr>
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<tr class="memdesc:a923780045584f534008129ef9ca0df20"><td class="mdescLeft"> </td><td class="mdescRight">Locally-stored gradient object. <a href="#a923780045584f534008129ef9ca0df20">More...</a><br /></td></tr>
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<tr class="separator:a923780045584f534008129ef9ca0df20"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a663bcd6242adfc53b6292efde9a18b88"><td class="memItemLeft" align="right" valign="top">InputDataType </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a663bcd6242adfc53b6292efde9a18b88">inputParameter</a></td></tr>
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<tr class="memdesc:a663bcd6242adfc53b6292efde9a18b88"><td class="mdescLeft"> </td><td class="mdescRight">Locally-stored input parameter object. <a href="#a663bcd6242adfc53b6292efde9a18b88">More...</a><br /></td></tr>
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<tr class="separator:a663bcd6242adfc53b6292efde9a18b88"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ae114e548832008853c833098a7bf32a2"><td class="memItemLeft" align="right" valign="top">OutputDataType </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#ae114e548832008853c833098a7bf32a2">outputParameter</a></td></tr>
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<tr class="memdesc:ae114e548832008853c833098a7bf32a2"><td class="mdescLeft"> </td><td class="mdescRight">Locally-stored output parameter object. <a href="#ae114e548832008853c833098a7bf32a2">More...</a><br /></td></tr>
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<tr class="separator:ae114e548832008853c833098a7bf32a2"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a49c33d7c593afc758e59397cc64668d1"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a49c33d7c593afc758e59397cc64668d1">outSize</a></td></tr>
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<tr class="memdesc:a49c33d7c593afc758e59397cc64668d1"><td class="mdescLeft"> </td><td class="mdescRight">Locally-stored number of output units. <a href="#a49c33d7c593afc758e59397cc64668d1">More...</a><br /></td></tr>
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<tr class="separator:a49c33d7c593afc758e59397cc64668d1"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a757c32ee0c6b5ec6ae48b42f629e10e2"><td class="memItemLeft" align="right" valign="top">OutputDataType </td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1ann_1_1Add.html#a757c32ee0c6b5ec6ae48b42f629e10e2">weights</a></td></tr>
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<tr class="memdesc:a757c32ee0c6b5ec6ae48b42f629e10e2"><td class="mdescLeft"> </td><td class="mdescRight">Locally-stored weight object. <a href="#a757c32ee0c6b5ec6ae48b42f629e10e2">More...</a><br /></td></tr>
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<tr class="separator:a757c32ee0c6b5ec6ae48b42f629e10e2"><td class="memSeparator" colspan="2"> </td></tr>
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</table>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock"><h3>template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat><br />
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class mlpack::ann::Add< InputDataType, OutputDataType ></h3>
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<p>Implementation of the <a class="el" href="classmlpack_1_1ann_1_1Add.html" title="Implementation of the Add module class. ">Add</a> module class. </p>
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<p>The <a class="el" href="classmlpack_1_1ann_1_1Add.html" title="Implementation of the Add module class. ">Add</a> module applies a bias term to the incoming data.</p>
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<dl class="tparams"><dt>Template Parameters</dt><dd>
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<table class="tparams">
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<tr><td class="paramname">InputDataType</td><td>Type of the input data (arma::colvec, arma::mat, arma::sp_mat or arma::cube). </td></tr>
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<tr><td class="paramname">OutputDataType</td><td>Type of the output data (arma::colvec, arma::mat, arma::sp_mat or arma::cube). </td></tr>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00034">34</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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<td class="memname"><a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::<a class="el" href="classmlpack_1_1ann_1_1Add.html">Add</a> </td>
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<td>(</td>
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<td class="paramtype">const size_t </td>
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<p>Create the <a class="el" href="classmlpack_1_1ann_1_1Add.html" title="Implementation of the Add module class. ">Add</a> object using the specified number of output units. </p>
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<dl class="params"><dt>Parameters</dt><dd>
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<table class="params">
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<tr><td class="paramname">outSize</td><td>The number of output units. </td></tr>
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<h2 class="groupheader">Member Function Documentation</h2>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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template<typename eT > </div>
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<td class="memname">void <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::Backward </td>
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<td>(</td>
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<td class="paramtype">const arma::Mat< eT > && </td>
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<p>Ordinary feed backward pass of a neural network, calculating the function f(x) by propagating x backwards trough f. </p>
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<p>Using the results from the feed forward pass.</p>
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<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">input</td><td>The propagated input activation. </td></tr>
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<tr><td class="paramname">gy</td><td>The backpropagated error. </td></tr>
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<tr><td class="paramname">g</td><td>The calculated gradient. </td></tr>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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<td class="memname">OutputDataType const& <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::Delta </td>
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<td>(</td>
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<p>Get the delta. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00096">96</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00119">mlpack::ann::Add< InputDataType, OutputDataType >::delta</a>.</p>
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<td class="memname">OutputDataType& <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::Delta </td>
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<td>(</td>
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<p>Modify the delta. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00098">98</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00119">mlpack::ann::Add< InputDataType, OutputDataType >::delta</a>.</p>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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template<typename eT > </div>
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<td class="memname">void <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::Forward </td>
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<td>(</td>
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<p>Ordinary feed forward pass of a neural network, evaluating the function f(x) by propagating the activity forward through f. </p>
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<dl class="params"><dt>Parameters</dt><dd>
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<tr><td class="paramname">input</td><td>Input data used for evaluating the specified function. </td></tr>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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<td class="memname">void <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::Gradient </td>
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<td>(</td>
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<td class="memname">OutputDataType const& <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::Gradient </td>
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<td>(</td>
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<p>Get the gradient. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00101">101</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00122">mlpack::ann::Add< InputDataType, OutputDataType >::gradient</a>.</p>
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<p>Modify the gradient. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00103">103</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00122">mlpack::ann::Add< InputDataType, OutputDataType >::gradient</a>, and <a class="el" href="classmlpack_1_1ann_1_1Add.html#a17a07b878120136fe31ad49e49c1c8f3">mlpack::ann::Add< InputDataType, OutputDataType >::Serialize()</a>.</p>
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<p>Get the input parameter. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00086">86</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00125">mlpack::ann::Add< InputDataType, OutputDataType >::inputParameter</a>.</p>
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<p>Modify the input parameter. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00088">88</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00125">mlpack::ann::Add< InputDataType, OutputDataType >::inputParameter</a>.</p>
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<p>Get the output parameter. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00091">91</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00128">mlpack::ann::Add< InputDataType, OutputDataType >::outputParameter</a>.</p>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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<td class="memname">OutputDataType& <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::OutputParameter </td>
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<p>Modify the output parameter. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00093">93</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00128">mlpack::ann::Add< InputDataType, OutputDataType >::outputParameter</a>.</p>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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<td class="memname">OutputDataType const& <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::Parameters </td>
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<p>Get the parameters. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00081">81</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00116">mlpack::ann::Add< InputDataType, OutputDataType >::weights</a>.</p>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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<td>(</td>
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<p>Modify the parameters. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00083">83</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>References <a class="el" href="add_8hpp_source.html#l00116">mlpack::ann::Add< InputDataType, OutputDataType >::weights</a>.</p>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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template<typename Archive > </div>
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<td class="memname">void <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::Serialize </td>
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<p>Serialize the layer. </p>
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<p>Referenced by <a class="el" href="add_8hpp_source.html#l00103">mlpack::ann::Add< InputDataType, OutputDataType >::Gradient()</a>.</p>
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<h2 class="groupheader">Member Data Documentation</h2>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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<td class="memname">OutputDataType <a class="el" href="classmlpack_1_1ann_1_1Add.html">mlpack::ann::Add</a>< InputDataType, OutputDataType >::delta</td>
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<p>Locally-stored delta object. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00119">119</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>Referenced by <a class="el" href="add_8hpp_source.html#l00096">mlpack::ann::Add< InputDataType, OutputDataType >::Delta()</a>.</p>
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template<typename InputDataType = arma::mat, typename OutputDataType = arma::mat> </div>
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<p>Locally-stored gradient object. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00122">122</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>Referenced by <a class="el" href="add_8hpp_source.html#l00101">mlpack::ann::Add< InputDataType, OutputDataType >::Gradient()</a>.</p>
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<p>Locally-stored input parameter object. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00125">125</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>Referenced by <a class="el" href="add_8hpp_source.html#l00086">mlpack::ann::Add< InputDataType, OutputDataType >::InputParameter()</a>.</p>
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<p>Locally-stored output parameter object. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00128">128</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>Referenced by <a class="el" href="add_8hpp_source.html#l00091">mlpack::ann::Add< InputDataType, OutputDataType >::OutputParameter()</a>.</p>
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<p>Locally-stored number of output units. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00113">113</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>Locally-stored weight object. </p>
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<p>Definition at line <a class="el" href="add_8hpp_source.html#l00116">116</a> of file <a class="el" href="add_8hpp_source.html">add.hpp</a>.</p>
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<p>Referenced by <a class="el" href="add_8hpp_source.html#l00081">mlpack::ann::Add< InputDataType, OutputDataType >::Parameters()</a>.</p>
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<hr/>The documentation for this class was generated from the following file:<ul>
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<li>src/mlpack/methods/ann/layer/<a class="el" href="add_8hpp_source.html">add.hpp</a></li>
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