<commit_before>/*
 * Copyright (c) 2014-2016, imec
 * All rights reserved.
 */


/*
 * Sampling from WishHart and Normal distributions
 */

#include <numeric>
#include <functional>
#include <iostream>
#include <random>

#include "bpmf.h"

#ifdef BPMF_RANDOM123
#include <Random123/philox.h>
#include <Random123/MicroURNG.hpp>

typedef r123::MicroURNG<r123::Philox4x32> RNG;
#else

typedef std::mt19937 RNG;
#endif

using namespace Eigen;

static thread_local RNG rng({{0}}, {{42}});
<commit_msg>FIX: fix std:: random<commit_after>/*
 * Copyright (c) 2014-2016, imec
 * All rights reserved.
 */


/*
 * Sampling from WishHart and Normal distributions
 */

#include <numeric>
#include <functional>
#include <iostream>
#include <random>

#include "bpmf.h"

#ifdef BPMF_RANDOM123
#include <Random123/philox.h>
#include <Random123/MicroURNG.hpp>

typedef r123::MicroURNG<r123::Philox4x32> RNG;
static thread_local RNG rng({{0}}, {{42}});
#else

typedef std::mt19937 RNG;
static thread_local RNG rng;
#endif



using namespace Eigen;

{'fraction_non_alphanumeric': 0.14202334630350194, 'fraction_numerical': 0.06614785992217899, 'mean_word_length': 5.3128834355828225, 'pattern_counts': {'":': 0, '<': 17, '<?xml version=': 0, '>': 17, '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': '3343611', 'n_tokens_mistral': 447, 'n_tokens_neox': 380, 'n_words': 99}