sgpp::datadriven::HPOConfig Class Reference

Configuration for HyperparameterOptimizer. More...

#include <HPOConfig.hpp>

Public Member Functions
const std::vector< int64_t > &	getConstraints () const
double	getLambda () const
int64_t	getNRandom () const
int64_t	getNRuns () const
int64_t	getNTrainSamples () const
int64_t	getSeed () const
const std::vector< int64_t > &	getStages () const
	HPOConfig ()=default
void	setConstraints (const std::vector< int64_t > &constraints)
void	setLambda (double lambda)
void	setNRandom (int64_t nRandom)
void	setNRuns (int64_t nRuns)
void	setNTrainSamples (int64_t nTrainSamples)
void	setSeed (int64_t seed)
void	setStages (const std::vector< int64_t > &stages)
void	setupDefaults ()

Detailed Description

Configuration for HyperparameterOptimizer.

Constructor & Destructor Documentation

HPOConfig()

sgpp::datadriven::HPOConfig::HPOConfig ( )

default

Member Function Documentation

getConstraints()

const std::vector< int64_t > & sgpp::datadriven::HPOConfig::getConstraints

(

)

const

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig(), and sgpp::datadriven::HarmonicaHyperparameterOptimizer::run().

getLambda()

double sgpp::datadriven::HPOConfig::getLambda

(

)

const

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig(), and sgpp::datadriven::HarmonicaHyperparameterOptimizer::run().

getNRandom()

int64_t sgpp::datadriven::HPOConfig::getNRandom

(

)

const

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig(), and sgpp::datadriven::BoHyperparameterOptimizer::run().

getNRuns()

int64_t sgpp::datadriven::HPOConfig::getNRuns

(

)

const

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig(), and sgpp::datadriven::BoHyperparameterOptimizer::run().

getNTrainSamples()

int64_t sgpp::datadriven::HPOConfig::getNTrainSamples

(

)

const

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig().

getSeed()

int64_t sgpp::datadriven::HPOConfig::getSeed

(

)

const

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig(), sgpp::datadriven::BoHyperparameterOptimizer::run(), and sgpp::datadriven::HarmonicaHyperparameterOptimizer::run().

getStages()

const std::vector< int64_t > & sgpp::datadriven::HPOConfig::getStages

(

)

const

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig(), and sgpp::datadriven::HarmonicaHyperparameterOptimizer::run().

setConstraints()

void sgpp::datadriven::HPOConfig::setConstraints

(

const std::vector< int64_t > &

constraints

)

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig().

setLambda()

void sgpp::datadriven::HPOConfig::setLambda

(

double

lambda

)

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig().

setNRandom()

void sgpp::datadriven::HPOConfig::setNRandom

(

int64_t

nRandom

)

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig().

setNRuns()

void sgpp::datadriven::HPOConfig::setNRuns

(

int64_t

nRuns

)

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig().

setNTrainSamples()

void sgpp::datadriven::HPOConfig::setNTrainSamples

(

int64_t

nTrainSamples

)

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig().

setSeed()

void sgpp::datadriven::HPOConfig::setSeed

(

int64_t

seed

)

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig().

setStages()

void sgpp::datadriven::HPOConfig::setStages

(

const std::vector< int64_t > &

stages

)

Referenced by sgpp::datadriven::DataMiningConfigParser::getHPOConfig().

setupDefaults()

void sgpp::datadriven::HPOConfig::setupDefaults

(

)

Referenced by sgpp::datadriven::HyperparameterOptimizer::HyperparameterOptimizer().

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

• datadriven/src/sgpp/datadriven/datamining/modules/hpo/HPOConfig.hpp
• datadriven/src/sgpp/datadriven/datamining/modules/hpo/HPOConfig.cpp