Interface IBatchSampler

Namespace

AiDotNet.Interfaces

Assembly

AiDotNet.dll

Extended interface for samplers that support batch-level sampling.

public interface IBatchSampler : IDataSampler

Inherited Members

IDataSampler.Length

IDataSampler.GetIndices()

IDataSampler.SetSeed(int)

IDataSampler.OnEpochStart(int)

Remarks

Some samplers need to operate at the batch level rather than sample level, for example to ensure each batch contains samples from all classes (stratified batching).

Properties

BatchSize

Gets or sets the batch size for batch-level sampling.

int BatchSize { get; set; }

Property Value

int

DropLast

Gets or sets whether to drop the last incomplete batch.

bool DropLast { get; set; }

Property Value

bool

Methods

GetBatchIndices()

Returns an enumerable of index arrays, where each array represents one batch.

IEnumerable<int[]> GetBatchIndices()

Returns

IEnumerable<int[]>

An enumerable of batch index arrays.