Class LossFunctionExtensions

Namespace

AiDotNet.Interfaces

Assembly

AiDotNet.dll

public static class LossFunctionExtensions

Inheritance

object

LossFunctionExtensions

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Methods

ComputeGradient<T>(ILossFunction<T>, Tensor<T>, Tensor<T>)

public static Tensor<T> ComputeGradient<T>(this ILossFunction<T> lossFunction, Tensor<T> predicted, Tensor<T> actual)

Parameters

lossFunction ILossFunction<T>

predicted Tensor<T>

actual Tensor<T>

Returns

Tensor<T>

Type Parameters

T

ComputeLoss<T>(ILossFunction<T>, Tensor<T>, Tensor<T>)

public static T ComputeLoss<T>(this ILossFunction<T> lossFunction, Tensor<T> predicted, Tensor<T> actual)

Parameters

lossFunction ILossFunction<T>

predicted Tensor<T>

actual Tensor<T>

Returns

T

Type Parameters

T