org.encog.neural.networks.training.propagation.sgd.update

Class RMSPropUpdate

java.lang.Object

org.encog.neural.networks.training.propagation.sgd.update.RMSPropUpdate

All Implemented Interfaces:

UpdateRule

public class RMSPropUpdate
extends java.lang.Object
implements UpdateRule

Created by jeffh on 7/15/2016.

Constructor Summary

Constructors

Constructor and Description
RMSPropUpdate()

Method Summary

Modifier and Type	Method and Description
double	getDecayRate()
double	getEps()
void	init(StochasticGradientDescent theTraining)
void	setDecayRate(double decayRate)
void	setEps(double eps)
void	update(double[] gradients, double[] weights)

Methods inherited from class java.lang.Object

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

Constructor Detail

RMSPropUpdate

public RMSPropUpdate()

Method Detail

init

public void init(StochasticGradientDescent theTraining)

Specified by:

init in interface UpdateRule

update

public void update(double[] gradients,
                   double[] weights)

Specified by:

update in interface UpdateRule

getEps

public double getEps()

setEps

public void setEps(double eps)

getDecayRate

public double getDecayRate()

setDecayRate

public void setDecayRate(double decayRate)