Package com.logicaldoc.ai.neural

Class Updater

java.lang.Object

com.logicaldoc.ai.neural.Updater

All Implemented Interfaces:

Serializable

@Embeddable
public class Updater
extends Object
implements Serializable

The algorithm to use to optimize the update of the weights inside the NeuralNetwork.

Since:

9.2.1

Author:

Marco Meschieri - LogicalDOC

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
Updater()
Updater(UpdateAlgorithm updateAlgorithm)

Method Summary

Modifier and Type	Method	Description
Double	getEpsilon()
Double	getLearningRate()
Double	getMomentum()
UpdateAlgorithm	getUpdateAlgorithm()
void	setEpsilon(Double epsilon)
void	setLearningRate(Double learningRate)
void	setMomentum(Double momentum)
void	setUpdateAlgorithm(UpdateAlgorithm updateAlgorithm)

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Updater

public Updater()

Updater

public Updater(UpdateAlgorithm updateAlgorithm)

Method Details

getLearningRate

public Double getLearningRate()

setLearningRate

public void setLearningRate(Double learningRate)

getEpsilon

public Double getEpsilon()

setEpsilon

public void setEpsilon(Double epsilon)

getMomentum

public Double getMomentum()

setMomentum

public void setMomentum(Double momentum)

getUpdateAlgorithm

public UpdateAlgorithm getUpdateAlgorithm()

setUpdateAlgorithm

public void setUpdateAlgorithm(UpdateAlgorithm updateAlgorithm)