BaseBatchesTBatch, TInput Class

Utility class for preparing mini-batches of data.

Inheritance Hierarchy

Namespace: Accord.MachineLearning
Assembly: Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0

Syntax

public abstract class BaseBatches<TBatch, TInput> : IEnumerable
where TBatch : DataSubset<TInput>

Public MustInherit Class BaseBatches(Of TBatch As DataSubset(Of TInput), TInput)
	Implements IEnumerable

The BaseBatchesTBatch, TInput type exposes the following members.

Constructors

	Name	Description
	BaseBatchesTBatch, TInput	Initializes a new instance of the BaseBatchesTBatch, TInput class.

Properties

	Name	Description
	CurrentEpoch	Gets or sets the current epoch counter.
	CurrentIteration	Gets or sets the current iteration counter.
	CurrentMiniBatch	Gets or sets the current mini-batch counter.
	CurrentSample	Gets or sets the current sample counter.
	Inputs	Gets or sets the input instances that should be divided among the mini-batches at every epoch.
	MaxEpochs	Gets or sets the maximum number of epochs for which mini-batches should be generated.
	MaxIterations	Gets or sets the maximum number of iterations for which mini-batches should be generated.
	MiniBatchSize	Gets or sets the size of the mini-batch that will be generated.
	NumberOfMiniBatches	Gets or sets the number of mini-batches that are going to be generated for each epoch.
	NumberOfSamples	Gets the number of samples in each epoch.
	Shuffle	Gets or sets options about how and when data should be shuffled.
	Weights	Gets or sets the weights associated with each data instance that should be divided among the mini-batches at every epoch.

Methods

	Name	Description
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.)
	GetEnumerator	Returns an enumerator that iterates through a collection.
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	Init	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).
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object.)
	PrepareBatch	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	Inheritors should use this method to put the current sample in the given mini-batch at the given position.
	ToString	Returns a string that represents the current object. (Inherited from Object.)

Extension Methods

	Name	Description
	HasMethod	Checks whether an object implements a method with the given name. (Defined by ExtensionMethods.)
	IsEqual	Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices. (Defined by Matrix.)
	SetEqualsTBatch	Compares two enumerables for set equality. Two enumerables are set equal if they contain the same elements, but not necessarily in the same order. (Defined by Matrix.)
	To(Type)	Overloaded. Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime. (Defined by ExtensionMethods.)
	ToT	Overloaded. Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime. (Defined by ExtensionMethods.)

BaseBatchesAddLanguageSpecificTextSet("LST9FF61AA0_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TBatch, TInputAddLanguageSpecificTextSet("LST9FF61AA0_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Class