sgpp::datadriven::HyperParameter Class Reference

Class to represent a hyperparameter. More...

#include <HyperParameter.hpp>

Inheritance diagram for sgpp::datadriven::HyperParameter:

Public Member Functions
	HyperParameter ()
	Default constructor for implicit use by data structures.
	HyperParameter (size_t nBits, std::string &name)
	Normal constructor.
void	makeConfigBits (std::vector< ConfigurationBit * > &configBits)
	Connects parameter to bit representation in harmonica.
virtual void	setHarmonica ()=0
	sets value according to the associated bits
virtual	~HyperParameter ()=default
	Default Destructor.

Protected Attributes
std::vector< ConfigurationBit >	bits
	associated configuration bits for harmonica
std::string	name
	name of the hyperparameter
size_t	nBits
	number of bits for harmonica

Detailed Description

Class to represent a hyperparameter.

Constructor & Destructor Documentation

HyperParameter() [1/2]

sgpp::datadriven::HyperParameter::HyperParameter ( )

inline

Default constructor for implicit use by data structures.

HyperParameter() [2/2]

sgpp::datadriven::HyperParameter::HyperParameter ( size_t  nBits, std::string &  name  )

inline

Normal constructor.

Parameters

nBits	number of bits for representation in harmonica
name	name of the hyperparameter

~HyperParameter()

virtual sgpp::datadriven::HyperParameter::~HyperParameter ( )

virtualdefault

Default Destructor.

Member Function Documentation

makeConfigBits()

void sgpp::datadriven::HyperParameter::makeConfigBits

(

std::vector< ConfigurationBit * > &

configBits

)

Connects parameter to bit representation in harmonica.

Parameters

configBits

References bits, name, and nBits.

setHarmonica()

virtual void sgpp::datadriven::HyperParameter::setHarmonica ( )

pure virtual

sets value according to the associated bits

Implemented in sgpp::datadriven::ContinuousParameter, and sgpp::datadriven::DiscreteParameter.

Member Data Documentation

bits

std::vector<ConfigurationBit> sgpp::datadriven::HyperParameter::bits

protected

associated configuration bits for harmonica

Referenced by makeConfigBits(), sgpp::datadriven::ContinuousParameter::setHarmonica(), and sgpp::datadriven::DiscreteParameter::setHarmonica().

name

std::string sgpp::datadriven::HyperParameter::name

protected

name of the hyperparameter

Referenced by python.data.DataContainer.DataContainer::__contains__(), python.data.DataContainer.DataContainer::__getitem__(), python.data.DataContainer.DataContainer::__init__(), python.data.DataContainer.DataContainer::__next__(), python.data.DataContainer.DataContainer::combine(), python.data.DataContainer.DataContainer::getDim(), python.data.DataContainer.DataContainer::getName(), python.data.DataContainer.DataContainer::getPoints(), python.data.DataContainer.DataContainer::getPointstoValuesMap(), python.data.DataContainer.DataContainer::getSize(), python.data.DataContainer.DataContainer::getSpecifiction(), python.data.DataContainer.DataContainer::getValues(), and makeConfigBits().

nBits

size_t sgpp::datadriven::HyperParameter::nBits

protected

number of bits for harmonica

Referenced by sgpp::datadriven::DiscreteParameter::DiscreteParameter(), and makeConfigBits().

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

• datadriven/src/sgpp/datadriven/datamining/modules/hpo/parameters/HyperParameter.hpp
• datadriven/src/sgpp/datadriven/datamining/modules/hpo/parameters/HyperParameter.cpp