multi_dataset.h File Reference

#include "utility/assert.h"
#include "utility/misc.h"
#include <array>
#include "kernel/gp/src/multi_dataset.tcc"

Go to the source code of this file.

Classes
class	ultra::src::multi_dataset< D >
struct	ultra::src::is_multi_dataset< T >
struct	ultra::src::is_multi_dataset< multi_dataset< T > >

Namespaces
namespace	ultra

Concepts
concept	ultra::src::DataSet

Enumerations
enum class	ultra::src::dataset_t { training , validation , test }

Variables
template<class T>
constexpr bool	ultra::src::is_multi_dataset_v
	Convenience variable template for is_multi_dataset.

Detailed Description

Remarks

This file is part of ULTRA.

Copyright

Copyright (C) 2024 EOS di Manlio Morini.

License

This Source Code Form is subject to the terms of the Mozilla Public License, v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain one at http://mozilla.org/MPL/2.0/

Enumeration Type Documentation

dataset_t

enum class ultra::src::dataset_t

strong

Identifies the role of a dataset within the learning pipeline.

Data/simulations are categorised into three disjoint sets:

• training used directly for learning;
• validation used to control overfitting and to measure performance;
• test used to estimate generalisation performance.

Variable Documentation

is_multi_dataset_v

template<class T>

bool ultra::src::is_multi_dataset_v

inlineconstexpr

Initial value:

=
  is_multi_dataset<std::remove_cvref_t<T>>::value

Convenience variable template for is_multi_dataset.