Class OptimizationInputData<T, TInput, TOutput>

Namespace

AiDotNet.Models.Inputs

Assembly

AiDotNet.dll

Represents the input data for optimization processes, including training, validation, and test datasets.

public class OptimizationInputData<T, TInput, TOutput>

Type Parameters

T

The numeric type used for calculations, typically float or double.

TInput

The type of the input data, typically Matrix<T> or Tensor<T>.

TOutput

The type of the output data, typically Vector<T> or Tensor<T>.

Inheritance

object

OptimizationInputData<T, TInput, TOutput>

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Extension Methods

OptimizationDataBatcherExtensions.CreateBatcher<T, TInput, TOutput>(OptimizationInputData<T, TInput, TOutput>, int, bool, bool, int?)

Constructors

OptimizationInputData()

Initializes a new instance of the OptimizationInputData class with empty datasets.

public OptimizationInputData()

Properties

InitialSolution

Gets or sets the initial model/solution before optimization. Used by distributed optimizers to save parameters before local optimization.

public IFullModel<T, TInput, TOutput>? InitialSolution { get; set; }

Property Value

IFullModel<T, TInput, TOutput>

XTest

Gets or sets the input features for the test dataset.

public TInput XTest { get; set; }

Property Value

TInput

XTrain

Gets or sets the input features for the training dataset.

public TInput XTrain { get; set; }

Property Value

TInput

XValidation

Gets or sets the input features for the validation dataset.

public TInput XValidation { get; set; }

Property Value

TInput

YTest

Gets or sets the target values for the test dataset.

public TOutput YTest { get; set; }

Property Value

TOutput

YTrain

Gets or sets the target values for the training dataset.

public TOutput YTrain { get; set; }

Property Value

TOutput

YValidation

Gets or sets the target values for the validation dataset.

public TOutput YValidation { get; set; }

Property Value

TOutput