BinaryRBM.h
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1 /*!
2  *
3  *
4  * \brief Typedefs for the Binary-Binary RBM.
5  *
6  * \author Oswin Krause Asja Fischer
7  * \date 1.2014
8  *
9  *
10  * \par Copyright 1995-2017 Shark Development Team
11  *
12  * <BR><HR>
13  * This file is part of Shark.
14  * <http://shark-ml.org/>
15  *
16  * Shark is free software: you can redistribute it and/or modify
17  * it under the terms of the GNU Lesser General Public License as published
18  * by the Free Software Foundation, either version 3 of the License, or
19  * (at your option) any later version.
20  *
21  * Shark is distributed in the hope that it will be useful,
22  * but WITHOUT ANY WARRANTY; without even the implied warranty of
23  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
24  * GNU Lesser General Public License for more details.
25  *
26  * You should have received a copy of the GNU Lesser General Public License
27  * along with Shark. If not, see <http://www.gnu.org/licenses/>.
28  *
29  */
30 #ifndef SHARK_UNSUPERVISED_RBM_BINARYRBM_H
31 #define SHARK_UNSUPERVISED_RBM_BINARYRBM_H
32 
33 #include <shark/Unsupervised/RBM/RBM.h>
34 #include <shark/Unsupervised/RBM/Energy.h>
35 
36 #include <shark/Unsupervised/RBM/Neuronlayers/BinaryLayer.h>
37 #include <shark/Unsupervised/RBM/Sampling/GibbsOperator.h>
38 #include <shark/Unsupervised/RBM/Sampling/TemperedMarkovChain.h>
39 #include <shark/Unsupervised/RBM/Sampling/MarkovChain.h>
40 
41 #include <shark/Unsupervised/RBM/GradientApproximations/ContrastiveDivergence.h>
42 #include <shark/Unsupervised/RBM/GradientApproximations/MultiChainApproximator.h>
43 #include <shark/Unsupervised/RBM/GradientApproximations/SingleChainApproximator.h>
44 #include <shark/Core/Random.h>
45 namespace shark{
46 
47 typedef RBM<BinaryLayer,BinaryLayer, random::rng_type> BinaryRBM;
48 typedef GibbsOperator<BinaryRBM> BinaryGibbsOperator;
49 typedef MarkovChain<BinaryGibbsOperator> BinaryGibbsChain;
50 typedef TemperedMarkovChain<BinaryGibbsOperator> BinaryPTChain;
51 
52 typedef MultiChainApproximator<BinaryGibbsChain> BinaryPCD;
53 typedef ContrastiveDivergence<BinaryGibbsOperator> BinaryCD;
54 typedef SingleChainApproximator<BinaryPTChain> BinaryParallelTempering;
55 }
56 
57 #endif