<commit_before>//=======================================================================
// Copyright (c) 2014 <NAME>
// Distributed under the terms of the MIT License.
// (See accompanying file LICENSE or copy at
//  http://opensource.org/licenses/MIT)
//=======================================================================

#ifndef DBN_RBM_HPP
#define DBN_RBM_HPP

#include <cmath>
#include <vector>
#include <random>
#include <functional>
#include <fstream>
#include <ctime>

//TODO Find a better way to use mkdir
#include <sys/stat.h>

#include "etl/fast_matrix.hpp"
#include "etl/fast_vector.hpp"

#include "rbm_base.hpp"      //The base class
#include "stop_watch.hpp"    //Performance counter
#include "assert.hpp"
#include "vector.hpp"
#include "layer.hpp"
#include "math.hpp"
//#include "generic_trainer.hpp"
#include "io.hpp"

namespace dll {

template<typename RBM>
struct generic_trainer;

/*!
 * \brief Restricted Boltzmann Machine
 */
template<typename Layer>
class rbm : public rbm_base<Layer> {<commit_msg>Clean<commit_after>//=======================================================================
// Copyright (c) 2014 <NAME>
// Distributed under the terms of the MIT License.
// (See accompanying file LICENSE or copy at
//  http://opensource.org/licenses/MIT)
//=======================================================================

#ifndef DBN_RBM_HPP
#define DBN_RBM_HPP

#include <cmath>
#include <vector>
#include <random>
#include <functional>
#include <fstream>
#include <ctime>

//TODO Find a better way to use mkdir
#include <sys/stat.h>

#include "etl/fast_matrix.hpp"
#include "etl/fast_vector.hpp"

#include "rbm_base.hpp"      //The base class
#include "stop_watch.hpp"    //Performance counter
#include "assert.hpp"
#include "vector.hpp"
#include "layer.hpp"
#include "math.hpp"
#include "io.hpp"

namespace dll {

template<typename RBM>
struct generic_trainer;

/*!
 * \brief Restricted Boltzmann Machine
 */
template<typename Layer>
class rbm : public rbm_base<Layer> {
{'fraction_non_alphanumeric': 0.2578397212543554, 'fraction_numerical': 0.003982080637132902, 'mean_word_length': 5.360759493670886, 'pattern_counts': {'":': 0, '<': 25, '<?xml version=': 0, '>': 25, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5679644', 'n_tokens_mistral': 649, 'n_tokens_neox': 604, 'n_words': 174}