sgpp::datadriven::DensityEstimationConfiguration Struct Reference

#include <DensityEstimationConfiguration.hpp>

Public Attributes
MatrixDecompositionType	decomposition_ = MatrixDecompositionType::OrthoAdapt
size_t	iCholSweepsDecompose_ = 4
size_t	iCholSweepsRefine_ = 4
size_t	iCholSweepsSolver_ = 2
size_t	iCholSweepsUpdateLambda_ = 2
bool	normalize_ = false
DensityEstimationType	type_ = DensityEstimationType::Decomposition
bool	useOfflinePermutation_ = true
	Defines whether offline permutation should be used if decomposition allows it.

Member Data Documentation

decomposition_

MatrixDecompositionType sgpp::datadriven::DensityEstimationConfiguration::decomposition_ = MatrixDecompositionType::OrthoAdapt

Referenced by sgpp::datadriven::DBMatOfflineFactory::buildOfflineObject(), sgpp::datadriven::DBMatOnlineDE::computeWeightedBFromBatch(), sgpp::datadriven::DBMatOnlineDE::computeWeightedBFromBatchParallel(), sgpp::datadriven::DBMatOnlineDE::computeWeightedBFromBatchTwoDatasets(), sgpp::datadriven::DBMatObjectStore::ObjectContainer::configMatches(), sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::ModelFittingDensityEstimationCombi::fit(), sgpp::datadriven::DataMiningConfigParser::getFitterDensityEstimationConfig(), sgpp::datadriven::DBMatDatabase::putDataMatrix(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

iCholSweepsDecompose_

size_t sgpp::datadriven::DensityEstimationConfiguration::iCholSweepsDecompose_ = 4

Referenced by sgpp::datadriven::DBMatObjectStore::ObjectContainer::configMatches(), sgpp::datadriven::DBMatOfflineDenseIChol::decomposeMatrix(), sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterDensityEstimationConfig(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

iCholSweepsRefine_

size_t sgpp::datadriven::DensityEstimationConfiguration::iCholSweepsRefine_ = 4

Referenced by sgpp::datadriven::DBMatOfflineDenseIChol::choleskyModification(), sgpp::datadriven::DBMatObjectStore::ObjectContainer::configMatches(), sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterDensityEstimationConfig(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

iCholSweepsSolver_

size_t sgpp::datadriven::DensityEstimationConfiguration::iCholSweepsSolver_ = 2

Referenced by sgpp::datadriven::DBMatDMSDenseIChol::choleskyBackwardSolve(), sgpp::datadriven::DBMatDMSDenseIChol::choleskyForwardSolve(), sgpp::datadriven::DBMatObjectStore::ObjectContainer::configMatches(), sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterDensityEstimationConfig(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

iCholSweepsUpdateLambda_

size_t sgpp::datadriven::DensityEstimationConfiguration::iCholSweepsUpdateLambda_ = 2

Referenced by sgpp::datadriven::DBMatDMSDenseIChol::choleskyUpdateLambda(), sgpp::datadriven::DBMatObjectStore::ObjectContainer::configMatches(), sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterDensityEstimationConfig(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

normalize_

bool sgpp::datadriven::DensityEstimationConfiguration::normalize_ = false

Referenced by sgpp::datadriven::DBMatObjectStore::ObjectContainer::configMatches(), sgpp::datadriven::DMConfigTools::dumpToStream(), and sgpp::datadriven::DataMiningConfigParser::getFitterDensityEstimationConfig().

type_

DensityEstimationType sgpp::datadriven::DensityEstimationConfiguration::type_ = DensityEstimationType::Decomposition

Referenced by sgpp::datadriven::DBMatObjectStore::ObjectContainer::configMatches(), sgpp::datadriven::ModelFittingDensityEstimationCombi::createNewModel(), sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterDensityEstimationConfig(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

useOfflinePermutation_

bool sgpp::datadriven::DensityEstimationConfiguration::useOfflinePermutation_ = true

Defines whether offline permutation should be used if decomposition allows it.

Referenced by sgpp::datadriven::DMConfigTools::dumpToStream(), sgpp::datadriven::DataMiningConfigParser::getFitterDensityEstimationConfig(), and sgpp::datadriven::FitterConfiguration::setupDefaults().

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

• datadriven/src/sgpp/datadriven/configuration/DensityEstimationConfiguration.hpp