dnai::models::ml::HyperParameters Class Reference

#include <hyperparameters.h>

Inheritance diagram for dnai::models::ml::HyperParameters:

Collaboration diagram for dnai::models::ml::HyperParameters:

Public Slots
void	setData (QQmlPropertyMap *parameters)
void	setEpoch (int epoch)
void	setBatchSize (int batchSize)
void	setCustomLoss (float customLoss)
void	setLossFunction (const QString &lossFunction)
void	setoptimizerNam (const QString &optimizer)
void	setLearningRate (float learningRate)
void	setEpsilon (float epsilon)
void	setDecay (float decay)
void	setRho (float rho)

Signals
void	dataChanged (QQmlPropertyMap *parameters)
void	epochChanged (int epoch)
void	batchSizeChanged (int batchSize)
void	customLossChanged (float customLoss)
void	lossFunctionChanged (QString lossFunction)
void	optimizerNamChanged (QString optimizer)
void	learningRateChanged (float learningRate)
void	epsilonChanged (float epsilon)
void	decayChanged (float decay)
void	rhoChanged (float rho)

Public Member Functions
	HyperParameters ()
virtual	~HyperParameters ()
QQmlPropertyMap *	data ()
int	epoch () const
int	batchSize () const
float	customLoss () const
QString	lossFunction () const
QString	optimizerNam () const
float	learningRate () const
float	epsilon () const
float	decay () const
float	rho () const
void	serialize (QJsonObject &obj) const
	Implement this function to serialize into QJsonObject. More...
Public Member Functions inherited from dnai::interfaces::ASerializable< HyperParameters >
virtual	~ASerializable ()=default
QJsonArray	serializeList (const QList< DataType * > &datalist) const

Protected Member Functions
void	_deserialize (const QJsonObject &obj)
	Implement this function in order to use deserialize(const QJsonObject &obj) More...

Properties
QQmlPropertyMap	data
int	epoch
int	batchSize
float	customLoss
QString	lossFunction
QString	optimizer
float	learningRate
float	epsilon
float	decay
float	rho

Private Attributes
QQmlPropertyMap	m_data

Additional Inherited Members
Static Public Member Functions inherited from dnai::interfaces::ASerializable< HyperParameters >
static HyperParameters *	deserialize (const QJsonObject &obj, Args &...args)
	This function deserialize into a new instance of type T *. More...

Constructor & Destructor Documentation

dnai::models::ml::HyperParameters::HyperParameters

(

)

dnai::models::ml::HyperParameters::~HyperParameters ( )

virtual

Member Function Documentation

void dnai::models::ml::HyperParameters::_deserialize ( const QJsonObject &  obj )

protectedvirtual

Implement this function in order to use deserialize(const QJsonObject &obj)

Parameters

obj

Implements dnai::interfaces::ASerializable< HyperParameters >.

int dnai::models::ml::HyperParameters::batchSize

(

)

const

void dnai::models::ml::HyperParameters::batchSizeChanged ( int  batchSize )

signal

float dnai::models::ml::HyperParameters::customLoss

(

)

const

void dnai::models::ml::HyperParameters::customLossChanged ( float  customLoss )

signal

QQmlPropertyMap* dnai::models::ml::HyperParameters::data

(

)

void dnai::models::ml::HyperParameters::dataChanged ( QQmlPropertyMap *  parameters )

signal

float dnai::models::ml::HyperParameters::decay

(

)

const

void dnai::models::ml::HyperParameters::decayChanged ( float  decay )

signal

int dnai::models::ml::HyperParameters::epoch

(

)

const

void dnai::models::ml::HyperParameters::epochChanged ( int  epoch )

signal

float dnai::models::ml::HyperParameters::epsilon

(

)

const

void dnai::models::ml::HyperParameters::epsilonChanged ( float  epsilon )

signal

float dnai::models::ml::HyperParameters::learningRate

(

)

const

void dnai::models::ml::HyperParameters::learningRateChanged ( float  learningRate )

signal

QString dnai::models::ml::HyperParameters::lossFunction

(

)

const

void dnai::models::ml::HyperParameters::lossFunctionChanged ( QString  lossFunction )

signal

QString dnai::models::ml::HyperParameters::optimizerNam

(

)

const

void dnai::models::ml::HyperParameters::optimizerNamChanged ( QString  optimizer )

signal

float dnai::models::ml::HyperParameters::rho

(

)

const

void dnai::models::ml::HyperParameters::rhoChanged ( float  rho )

signal

void dnai::models::ml::HyperParameters::serialize ( QJsonObject &  obj ) const

virtual

Implement this function to serialize into QJsonObject.

Parameters

obj

Implements dnai::interfaces::ASerializable< HyperParameters >.

void dnai::models::ml::HyperParameters::setBatchSize ( int  batchSize )

slot

void dnai::models::ml::HyperParameters::setCustomLoss ( float  customLoss )

slot

void dnai::models::ml::HyperParameters::setData ( QQmlPropertyMap *  parameters )

slot

void dnai::models::ml::HyperParameters::setDecay ( float  decay )

slot

void dnai::models::ml::HyperParameters::setEpoch ( int  epoch )

slot

void dnai::models::ml::HyperParameters::setEpsilon ( float  epsilon )

slot

void dnai::models::ml::HyperParameters::setLearningRate ( float  learningRate )

slot

void dnai::models::ml::HyperParameters::setLossFunction ( const QString &  lossFunction )

slot

void dnai::models::ml::HyperParameters::setoptimizerNam ( const QString &  optimizer )

slot

void dnai::models::ml::HyperParameters::setRho ( float  rho )

slot

Member Data Documentation

QQmlPropertyMap dnai::models::ml::HyperParameters::m_data

private

Property Documentation

int dnai::models::ml::HyperParameters::batchSize

readwrite

float dnai::models::ml::HyperParameters::customLoss

readwrite

QQmlPropertyMap * dnai::models::ml::HyperParameters::data

readwrite

float dnai::models::ml::HyperParameters::decay

readwrite

int dnai::models::ml::HyperParameters::epoch

readwrite

float dnai::models::ml::HyperParameters::epsilon

readwrite

float dnai::models::ml::HyperParameters::learningRate

readwrite

QString dnai::models::ml::HyperParameters::lossFunction

readwrite

QString dnai::models::ml::HyperParameters::optimizer

readwrite

float dnai::models::ml::HyperParameters::rho

readwrite

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

• Gui/app/include/dnai/models/ml/hyperparameters.h
• Gui/app/GeneratedFiles/Debug/moc_hyperparameters.cpp
• Gui/app/src/dnai/models/ml/hyperparameters.cpp