C# 클래스 Accord.MachineLearning.BaseBatches

Utility class for preparing mini-batches of data.

상속: IEnumerable

공개 메소드들

메소드	설명
BaseBatches ( Array inputs, Array weights ) : System	Initializes a new instance of the BaseBatches{TBatch, TInput} class.
GetEnumerator ( ) : IEnumerator	Returns an enumerator that iterates through a collection.

보호된 메소드들

메소드	설명
Init ( ) : TBatch	Inheritors should use this method to create a new instance of a mini-batch object. You can use this method to create mini-batches containing different objects related to the mini-batch, such as auxiliary data, privileged information, etc).
PrepareBatch ( Array idx ) : void	Inheritors should use this method to prepare the data for the next batches, for example by reshuffling according to the ordering passed as argument.
PutCurrentSampleInMiniBatch ( batch, int positionInMiniBatch ) : void	Inheritors should use this method to put the current sample in the given mini-batch at the given position.

비공개 메소드들

메소드	설명
IEnumerable ( ) : IEnumerator	Returns an enumerator that iterates through a collection.

메소드 상세

BaseBatches() 공개 메소드

Initializes a new instance of the BaseBatches{TBatch, TInput} class.

public BaseBatches ( Array inputs, Array weights ) : System
inputs	Array	The input data that should be divided into batches.
weights	Array	The weight for the data that should be divided into batches.
리턴	System

GetEnumerator() 공개 메소드

Returns an enumerator that iterates through a collection.

public GetEnumerator ( ) : IEnumerator
리턴	IEnumerator

Init() 보호된 추상적인 메소드

Inheritors should use this method to create a new instance of a mini-batch object. You can use this method to create mini-batches containing different objects related to the mini-batch, such as auxiliary data, privileged information, etc).

protected abstract Init ( ) : TBatch
리턴	TBatch

PrepareBatch() 보호된 메소드

Inheritors should use this method to prepare the data for the next batches, for example by reshuffling according to the ordering passed as argument.

protected PrepareBatch ( Array idx ) : void
idx	Array	The ordering for the samples in the new batches.
리턴	void

PutCurrentSampleInMiniBatch() 보호된 메소드

Inheritors should use this method to put the current sample in the given mini-batch at the given position.

protected PutCurrentSampleInMiniBatch ( batch, int positionInMiniBatch ) : void
batch		The mini-batch being constructed.
positionInMiniBatch	int	The position in mini-batch where the current sample must be put.
리턴	void