sgpp::datadriven::RegressionLearner::Solver Class Reference

#include <RegressionLearner.hpp>

Public Types
enum	solverCategory { solverCategory::cg, solverCategory::fista, solverCategory::none }

Public Member Functions
double	getL ()
Solver &	operator= (const Solver &)=delete
Solver &	operator= (Solver &&other)
void	solveCG (sgpp::base::OperationMatrix &systemMatrix, sgpp::base::DataVector &alpha, sgpp::base::DataVector &b, bool reuse, bool verbose, double maxTreshold)
void	solveFista (sgpp::base::OperationMultipleEval &op, sgpp::base::DataVector &weights, const sgpp::base::DataVector &classes, size_t maxIt, double treshold, double L)
	Solver ()
	Solver (std::unique_ptr< sgpp::solver::SLESolver > &&s)
	Solver (std::unique_ptr< sgpp::solver::FistaBase > &&s)
	Solver (const Solver &)=delete
	Solver (Solver &&other)
	~Solver ()

Public Attributes
enum sgpp::datadriven::RegressionLearner::Solver::solverCategory	type = solverCategory::none
std::unique_ptr< sgpp::solver::SLESolver >	solverCG
std::unique_ptr< sgpp::solver::FistaBase >	solverFista

Friends
void	swap (Solver &first, Solver &second)

Member Enumeration Documentation

enum sgpp::datadriven::RegressionLearner::Solver::solverCategory

strong

Enumerator
cg
fista
none

Constructor & Destructor Documentation

sgpp::datadriven::RegressionLearner::Solver::Solver ( )

inline

sgpp::datadriven::RegressionLearner::Solver::Solver ( std::unique_ptr< sgpp::solver::SLESolver > &&  s )

inlineexplicit

References cg, and solverCG.

sgpp::datadriven::RegressionLearner::Solver::Solver ( std::unique_ptr< sgpp::solver::FistaBase > &&  s )

inlineexplicit

References fista, and solverFista.

sgpp::datadriven::RegressionLearner::Solver::Solver ( const Solver &  )

delete

sgpp::datadriven::RegressionLearner::Solver::Solver ( Solver &&  other )

inline

References operator=(), and swap.

sgpp::datadriven::RegressionLearner::Solver::~Solver ( )

inline

References cg, fista, none, solverCG, and solverFista.

Member Function Documentation

double sgpp::datadriven::RegressionLearner::Solver::getL ( )

inline

References fista, and solverFista.

Referenced by sgpp::datadriven::RegressionLearner::getMSE(), and python.uq.learner.Regressor.Regressor::learnData().

Solver& sgpp::datadriven::RegressionLearner::Solver::operator= ( const Solver &  )

delete

Referenced by Solver().

Solver& sgpp::datadriven::RegressionLearner::Solver::operator= ( Solver &&  other )

inline

References swap.

void sgpp::datadriven::RegressionLearner::Solver::solveCG ( sgpp::base::OperationMatrix &  systemMatrix, sgpp::base::DataVector &  alpha, sgpp::base::DataVector &  b, bool  reuse, bool  verbose, double  maxTreshold  )

inline

References cg, and solverCG.

Referenced by sgpp::datadriven::RegressionLearner::getMSE().

void sgpp::datadriven::RegressionLearner::Solver::solveFista ( sgpp::base::OperationMultipleEval &  op, sgpp::base::DataVector &  weights, const sgpp::base::DataVector &  classes, size_t  maxIt, double  treshold, double  L  )

inline

References fista, and solverFista.

Referenced by sgpp::datadriven::RegressionLearner::getMSE().

Friends And Related Function Documentation

void swap ( Solver &  first, Solver &  second  )

friend

Referenced by operator=(), and Solver().

Member Data Documentation

std::unique_ptr<sgpp::solver::SLESolver> sgpp::datadriven::RegressionLearner::Solver::solverCG

Referenced by solveCG(), Solver(), and ~Solver().

std::unique_ptr<sgpp::solver::FistaBase> sgpp::datadriven::RegressionLearner::Solver::solverFista

Referenced by getL(), solveFista(), Solver(), and ~Solver().

enum sgpp::datadriven::RegressionLearner::Solver::solverCategory sgpp::datadriven::RegressionLearner::Solver::type = solverCategory::none

Referenced by sgpp::datadriven::RegressionLearner::getMSE().

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The documentation for this class was generated from the following file:

• datadriven/src/sgpp/datadriven/application/RegressionLearner.hpp