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Package org.apache.commons.math3.ml.neuralnet


Neural networks.

Interface Summary

Modifier and TypeInterface and Description
public interface
FeatureInitializer

Defines how to assign the first value of a neuron's feature.

public interface
UpdateAction

Describes how to update the network in response to a training sample.

Class Summary

Modifier and TypeClass and Description
public class
FeatureInitializerFactory

Creates functions that will select the initial values of a neuron's features.

public class
MapUtils

Utilities for network maps.

public class
Network

Neural network, composed of Neuron instances and the links between them.

public class
Neuron

Describes a neuron element of a neural network.

Enum Summary

Modifier and TypeEnum and Description
public enum
SquareNeighbourhood

Defines neighbourhood types.