BipolarRBM.h

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/*!
 * 
 *
 * \brief       Typedefs for the Bipolar RBM
 *
 * \author      Asja Fischer
 * \date        1. 2014
 *
 *
 * \par Copyright 1995-2017 Shark Development Team
 * 
 * <BR><HR>
 * This file is part of Shark.
 * <https://shark-ml.github.io/Shark/>
 * 
 * Shark is free software: you can redistribute it and/or modify
 * it under the terms of the GNU Lesser General Public License as published 
 * by the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 * 
 * Shark is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU Lesser General Public License for more details.
 * 
 * You should have received a copy of the GNU Lesser General Public License
 * along with Shark.  If not, see <http://www.gnu.org/licenses/>.
 *
 */
#ifndef SHARK_UNSUPERVISED_RBM_BIPOLARRBM_H
#define SHARK_UNSUPERVISED_RBM_BIPOLARRBM_H
 
#include <shark/Unsupervised/RBM/RBM.h>
#include <shark/Unsupervised/RBM/Energy.h>
 
#include <shark/Unsupervised/RBM/Neuronlayers/BipolarLayer.h>
#include <shark/Unsupervised/RBM/Sampling/MarkovChain.h>
#include <shark/Unsupervised/RBM/Sampling/TemperedMarkovChain.h>
#include <shark/Unsupervised/RBM/Sampling/GibbsOperator.h>
 
#include <shark/Unsupervised/RBM/GradientApproximations/ContrastiveDivergence.h>
#include <shark/Unsupervised/RBM/GradientApproximations/MultiChainApproximator.h>
#include <shark/Unsupervised/RBM/GradientApproximations/SingleChainApproximator.h>
#include <shark/Core/Random.h>
namespace shark{
 
typedef RBM<BipolarLayer,BipolarLayer, random::rng_type> BipolarRBM;
typedef GibbsOperator<BipolarRBM> BipolarGibbsOperator;
typedef MarkovChain<BipolarGibbsOperator> BipolarGibbsChain;
typedef TemperedMarkovChain<BipolarGibbsOperator> BipolarPTChain;
    
typedef MultiChainApproximator<BipolarGibbsChain> BipolarPCD;
typedef ContrastiveDivergence<BipolarGibbsOperator> BipolarCD;
typedef SingleChainApproximator<BipolarPTChain> BipolarParallelTempering;
    
}
 
#endif