Class TabularMixingAugmenterBase<T>

Namespace

AiDotNet.Augmentation.Tabular

Assembly

AiDotNet.dll

Base class for tabular augmentations that mix multiple samples together.

public abstract class TabularMixingAugmenterBase<T> : LabelMixingAugmentationBase<T, Matrix<T>>, ILabelMixingAugmentation<T, Matrix<T>>, IAugmentation<T, Matrix<T>>

Type Parameters

T

The numeric type for calculations.

Inheritance

object

AugmentationBase<T, Matrix<T>>

LabelMixingAugmentationBase<T, Matrix<T>>

TabularMixingAugmenterBase<T>

Implements

ILabelMixingAugmentation<T, Matrix<T>>

IAugmentation<T, Matrix<T>>

Derived

TabularMixUp<T>

Inherited Members

LabelMixingAugmentationBase<T, Matrix<T>>.OnLabelMixing

LabelMixingAugmentationBase<T, Matrix<T>>.LastMixingLambda

LabelMixingAugmentationBase<T, Matrix<T>>.Alpha

LabelMixingAugmentationBase<T, Matrix<T>>.SampleLambda(AugmentationContext<T>)

LabelMixingAugmentationBase<T, Matrix<T>>.RaiseLabelMixing(LabelMixingEventArgs<T>)

LabelMixingAugmentationBase<T, Matrix<T>>.GetParameters()

AugmentationBase<T, Matrix<T>>.NumOps

AugmentationBase<T, Matrix<T>>.OnAugmentationApplied

AugmentationBase<T, Matrix<T>>.Name

AugmentationBase<T, Matrix<T>>.Probability

AugmentationBase<T, Matrix<T>>.IsTrainingOnly

AugmentationBase<T, Matrix<T>>.IsEnabled

AugmentationBase<T, Matrix<T>>.Apply(Matrix<T>, AugmentationContext<T>)

AugmentationBase<T, Matrix<T>>.ApplyAugmentation(Matrix<T>, AugmentationContext<T>)

AugmentationBase<T, Matrix<T>>.GetParameters()

AugmentationBase<T, Matrix<T>>.RaiseAugmentationApplied(AugmentationContext<T>, bool)

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

TabularMixingAugmenterBase(double, double)

Initializes a new tabular mixing augmentation.

protected TabularMixingAugmenterBase(double probability = 1, double alpha = 0.2)

Parameters

probability double

The probability of applying this augmentation.

alpha double

The alpha parameter for Beta distribution sampling.