opennn::GrowingInputs Class Reference

#include <opennn/model_selection/growing_inputs.h>

Inheritance diagram for opennn::GrowingInputs:

Public Member Functions
	GrowingInputs (Training *=nullptr)
Index	get_minimum_inputs_number () const override
Index	get_maximum_inputs_number () const override
void	set_default ()
void	set_maximum_inputs_number (const Index)
void	set_minimum_inputs_number (const Index new_minimum_inputs_number)
void	set_warm_start (bool new_warm_start)
InputSelectionResult	perform_input_selection () override
void	from_JSON (const JsonDocument &) override
void	to_JSON (JsonWriter &) const override
Public Member Functions inherited from opennn::InputSelection
	InputSelection (Training *=nullptr)
virtual	~InputSelection ()=default
string	get_name () const
void	save (const filesystem::path &) const
void	load (const filesystem::path &)
Public Member Functions inherited from opennn::SelectionAlgorithm
	SelectionAlgorithm (Training *new_training=nullptr)
virtual	~SelectionAlgorithm ()=default
const Training *	get_training () const noexcept
void	set (Training *new_training)
void	set_trials_number (const Index new_trials_number)
void	set_display (bool new_display)
void	set_validation_error_goal (const float new_validation_error_goal)
void	set_maximum_epochs (const Index new_maximum_epochs)
void	set_maximum_validation_failures (const Index new_maximum_validation_failures)
void	set_maximum_time (const float new_maximum_time)
void	set_folds_number (const Index new_folds_number)

Additional Inherited Members
Public Types inherited from opennn::InputSelection
enum class	StoppingCondition {   MaximumTime , ValidationErrorGoal , MaximumInputs , MaximumEpochs ,   MaximumValidationFailures }
Protected Member Functions inherited from opennn::InputSelection
void	configure_network_inputs (Network *, Dataset *, Index) const
void	install_optimal_inputs (Network *, Dataset *, const vector< Index > &optimal_input_indices, const vector< Index > &target_indices, const vector< Index > &time_indices) const
Protected Attributes inherited from opennn::InputSelection
string	name
Protected Attributes inherited from opennn::SelectionAlgorithm
Training *	training = nullptr
Index	trials_number = 1
Index	folds_number = 1
bool	display = true
float	validation_error_goal = 0
Index	maximum_epochs = 10
Index	maximum_validation_failures = 100
float	maximum_time = 0

Constructor & Destructor Documentation

GrowingInputs()

opennn::GrowingInputs::GrowingInputs ( Training * = nullptr )

explicit

Member Function Documentation

from_JSON()

void opennn::GrowingInputs::from_JSON ( const JsonDocument & )

overridevirtual

Implements opennn::InputSelection.

get_maximum_inputs_number()

Index opennn::GrowingInputs::get_maximum_inputs_number ( ) const

inlineoverridevirtual

Implements opennn::InputSelection.

get_minimum_inputs_number()

Index opennn::GrowingInputs::get_minimum_inputs_number ( ) const

inlineoverridevirtual

Implements opennn::InputSelection.

perform_input_selection()

InputSelectionResult opennn::GrowingInputs::perform_input_selection ( )

overridevirtual

Implements opennn::InputSelection.

set_default()

void opennn::GrowingInputs::set_default

(

)

set_maximum_inputs_number()

void opennn::GrowingInputs::set_maximum_inputs_number

(

const Index

)

set_minimum_inputs_number()

void opennn::GrowingInputs::set_minimum_inputs_number ( const Index new_minimum_inputs_number )

inline

set_warm_start()

void opennn::GrowingInputs::set_warm_start ( bool new_warm_start )

inline

to_JSON()

void opennn::GrowingInputs::to_JSON ( JsonWriter & ) const

overridevirtual

Implements opennn::InputSelection.