sgpp::datadriven::OperationDensityConditionalKDE Class Reference

#include <OperationDensityConditionalKDE.hpp>

Public Member Functions
virtual void	condToDimX (size_t mdim, base::DataVector &xbar, datadriven::KernelDensityEstimator &conditionalizedKDE)
	Conditional (Density) Functions to a 1d density where the remaining dimension is mdim. More...
virtual void	condToDimXs (std::vector< size_t > &mdims, base::DataVector &xbar, datadriven::KernelDensityEstimator &conditionalizedKDE)
	Conditional (Density) Functions to a dd density where the remaining dimensions are mdims. More...
virtual void	doConditional (size_t mdim, double xbar, datadriven::KernelDensityEstimator &conditionalizedKDE)
	Conditional (Density) Functions. More...
virtual void	doConditional (std::vector< size_t > &mdims, base::DataVector &xbar, datadriven::KernelDensityEstimator &conditionalizedKDE)
	Conditional (Density) Functions. More...
	OperationDensityConditionalKDE (datadriven::KernelDensityEstimator &kde)
virtual	~OperationDensityConditionalKDE ()

Constructor & Destructor Documentation

OperationDensityConditionalKDE()

sgpp::datadriven::OperationDensityConditionalKDE::OperationDensityConditionalKDE ( datadriven::KernelDensityEstimator &  kde )

explicit

~OperationDensityConditionalKDE()

sgpp::datadriven::OperationDensityConditionalKDE::~OperationDensityConditionalKDE ( )

virtual

Member Function Documentation

condToDimX()

void sgpp::datadriven::OperationDensityConditionalKDE::condToDimX ( size_t  mdim, base::DataVector &  xbar, datadriven::KernelDensityEstimator &  conditionalizedKDE  )

virtual

Conditional (Density) Functions to a 1d density where the remaining dimension is mdim.

Parameters

mdim	conditionalize all dimensions but mdim
xbar	point at which to conditionalize
conditionalizedKDE	conditionalized kernel density

References sgpp::op_factory::createOperationDensityMarginalizeKDE(), sgpp::datadriven::KernelDensityEstimator::getConditionalizationFactor(), sgpp::datadriven::KernelDensityEstimator::getDim(), sgpp::datadriven::KernelDensityEstimator::getNsamples(), sgpp::datadriven::OperationDensityMarginalizeKDE::margToDimX(), sgpp::datadriven::KernelDensityEstimator::setConditionalizationFactor(), and sgpp::datadriven::KernelDensityEstimator::updateConditionalizationFactors().

condToDimXs()

void sgpp::datadriven::OperationDensityConditionalKDE::condToDimXs ( std::vector< size_t > &  mdims, base::DataVector &  xbar, datadriven::KernelDensityEstimator &  conditionalizedKDE  )

virtual

Conditional (Density) Functions to a dd density where the remaining dimensions are mdims.

Parameters

mdims	conditionalize all dimensions but the ones in mdims
xbar	point at which to conditionalize
conditionalizedKDE	conditionalized kernel density

doConditional() [1/2]

void sgpp::datadriven::OperationDensityConditionalKDE::doConditional ( size_t  mdim, double  xbar, datadriven::KernelDensityEstimator &  conditionalizedKDE  )

virtual

Conditional (Density) Functions.

Parameters

mdim	Marginalize in dimension mdim
xbar	Point at which to conditionalize
conditionalizedKDE	conditionalized kernel density

doConditional() [2/2]

void sgpp::datadriven::OperationDensityConditionalKDE::doConditional ( std::vector< size_t > &  mdims, base::DataVector &  xbar, datadriven::KernelDensityEstimator &  conditionalizedKDE  )

virtual

Conditional (Density) Functions.

Parameters

mdims	Conditionalize in dimensions mdims
xbar	Point at which to conditionalize
conditionalizedKDE	conditionalized kernel density

References sgpp::op_factory::createOperationDensityMarginalizeKDE(), sgpp::datadriven::KernelDensityEstimator::getConditionalizationFactor(), sgpp::datadriven::KernelDensityEstimator::getDim(), sgpp::datadriven::KernelDensityEstimator::getNsamples(), sgpp::datadriven::OperationDensityMarginalizeKDE::margToDimXs(), sgpp::datadriven::KernelDensityEstimator::setConditionalizationFactor(), and sgpp::datadriven::KernelDensityEstimator::updateConditionalizationFactors().

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

• datadriven/src/sgpp/datadriven/operation/hash/simple/OperationDensityConditionalKDE.hpp
• datadriven/src/sgpp/datadriven/operation/hash/simple/OperationDensityConditionalKDE.cpp