dataset.h File Reference

Declares the Dataset class and the SampleRole enum. More...

#include "correlations.h"
#include "statistics.h"
#include "tensor_utilities.h"
#include "enum_map.h"
#include "string_utilities.h"
#include "variable.h"

Go to the source code of this file.

Classes
class	opennn::Dataset
	Base data container with samples, variables and per-variable metadata. More...

Namespaces
namespace	opennn

Macros
#define	STRINGIFY_ENUM(x)
#define	ENUM_TO_STRING(x)

Enumerations
enum class	opennn::SampleRole { opennn::Training , opennn::Validation , opennn::Testing , opennn::None }
	Role of a sample within a dataset partition. More...

Functions
const EnumMap< SampleRole > &	opennn::sample_role_map ()
	Returns the string<->enum mapping for SampleRole values.
const string &	opennn::sample_role_to_string (SampleRole role)
	Converts a SampleRole to its canonical string name.
SampleRole	opennn::string_to_sample_role (const string &name)
	Parses a SampleRole from string.

Detailed Description

Declares the Dataset class and the SampleRole enum.

Dataset is the base data container for OpenNN. Specialized subclasses (TabularDataset, ImageDataset, LanguageDataset, TimeSeriesDataset) extend it for specific data formats; this header provides the shared abstraction.

Macro Definition Documentation

ENUM_TO_STRING

#define ENUM_TO_STRING

(

x

)

Value:

STRINGIFY_ENUM(x)

STRINGIFY_ENUM

#define STRINGIFY_ENUM

(

x

)

Value:

#x