variable.h File Reference

#include "pch.h"
#include "tensor_utilities.h"
#include "enum_map.h"

Go to the source code of this file.

Classes
struct	opennn::Variable
	Single dataset column descriptor: name, role, type, scaler, and optional categories. More...

Namespaces
namespace	opennn

Enumerations
enum class	opennn::VariableType {   opennn::None , opennn::Numeric , opennn::Binary , opennn::Categorical ,   opennn::DateTime , opennn::Constant }
	Data type of a dataset Variable. More...
enum class	opennn::ScalerMethod {   opennn::None , opennn::MinimumMaximum , opennn::MeanStandardDeviation , opennn::StandardDeviation ,   opennn::Logarithm , opennn::ImageMinMax }
	Feature scaling strategy applied to a Variable before training. More...
enum class	opennn::VariableRole {   opennn::None , opennn::Input , opennn::Target , opennn::Decoder ,   opennn::InputTarget , opennn::Time }
	Role a Variable plays in a dataset (input feature, target, decoder, time axis, etc.). More...

Functions
const EnumMap< VariableType > &	opennn::variable_type_map ()
	Returns the bidirectional string/enum map for VariableType.
const string &	opennn::variable_type_to_string (VariableType type)
	Returns the canonical string name for a VariableType.
VariableType	opennn::string_to_variable_type (const string &name)
	Parses a string into the matching VariableType enumerator.
const EnumMap< ScalerMethod > &	opennn::scaler_method_map ()
	Returns the bidirectional string/enum map for ScalerMethod.
const string &	opennn::scaler_method_to_string (ScalerMethod method)
	Returns the canonical string name for a ScalerMethod.
ScalerMethod	opennn::string_to_scaler_method (const string &name)
	Parses a string into the matching ScalerMethod enumerator.
const EnumMap< VariableRole > &	opennn::variable_role_map ()
	Returns the bidirectional string/enum map for VariableRole.
const string &	opennn::variable_role_to_string (VariableRole role)
	Returns the canonical string name for a VariableRole.
VariableRole	opennn::string_to_variable_role (const string &name)
	Parses a string into a VariableRole; "Id" is mapped to VariableRole::None.
bool	opennn::role_matches (VariableRole actual, VariableRole query)
	Returns true if actual satisfies query, treating InputTarget as Input or Target.