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LatAnalyze/lib/Statistics/Random.hpp

50 lines
1.5 KiB
C++

/*
* Random.hpp, part of LatAnalyze 3
*
* Copyright (C) 2013 - 2019 Antonin Portelli
*
* LatAnalyze 3 is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* LatAnalyze 3 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with LatAnalyze 3. If not, see <http://www.gnu.org/licenses/>.
*/
#ifndef Latan_Random_hpp_
#define Latan_Random_hpp_
#include <LatAnalyze/Global.hpp>
#include <LatAnalyze/Core/Mat.hpp>
BEGIN_LATAN_NAMESPACE
/******************************************************************************
* Multivariate Gaussian RNG *
******************************************************************************/
class RandomNormal
{
public:
// constructors
RandomNormal(const DVec &mean, const DMat &var, const SeedType seed);
// destructor
virtual ~RandomNormal(void) = default;
// draw a random vector
DVec operator()(void);
private:
DVec mean_, buf_;
DMat var_;
Eigen::MatrixXd transform_;
std::mt19937 gen_;
};
END_LATAN_NAMESPACE
#endif // Latan_Random_hpp_