calculate_score_and_gradient.hpp File Reference

#include <map>
#include <tuple>
#include <cmhn/common/calculate_pTheta.hpp>
#include <cmhn/common/regulator.hpp>
#include <cmhn/common/score.hpp>
#include <cmhn/nontt/mhn_operator.hpp>
#include <cmhn/tt/mhn_operator.hpp>
#include <prc.hpp>

Go to the source code of this file.

Namespaces
namespace	cMHN

Functions
template<class T , pRC::Size D, class S >
std::tuple< T, pRC::Tensor< T, D, D > >	cMHN::calculateScoreAndGradient (nonTT::MHNOperator< T, D > const &op, std::map< S, T > const &pD, cMHN::Score< T > const &Score, cMHN::Regulator< T, D > const &Regulator, T const &toleranceSolverQ=1e-8)
	Calculate score and gradient of a theta matrix given some data distribution pD.
template<pRC::Size RP, pRC::Size RQ, class T , pRC::Size D, class S , class X >
std::tuple< T, pRC::Tensor< T, D, D > >	cMHN::calculateScoreAndGradient (TT::MHNOperator< T, D > const &op, std::map< S, T > const &pD, cMHN::Score< T > const &Score, cMHN::Regulator< T, D > const &Regulator, X &pInit, T const &toleranceSolverP=1e-4, T const &toleranceSolverQ=1e-4)
	Calculate score and gradient of a theta matrix given some distribution pD (using TTs)
template<pRC::Size RP, pRC::Size RQ, class T , pRC::Size D, class S >
std::tuple< T, pRC::Tensor< T, D, D > >	cMHN::calculateScoreAndGradient (TT::MHNOperator< T, D > const &op, std::map< S, T > const &pD, cMHN::Score< T > const &Score, cMHN::Regulator< T, D > const &Regulator, T const &toleranceSolverP=1e-4, T const &toleranceSolverQ=1e-4)
	Calculate score and gradient of a theta matrix given some distribution pD (using TTs)