org.encog.ensemble.ml.mlp.factory

Class MultiLayerPerceptronFactory

java.lang.Object

org.encog.ensemble.ml.mlp.factory.MultiLayerPerceptronFactory

All Implemented Interfaces:

EnsembleMLMethodFactory

public class MultiLayerPerceptronFactory
extends java.lang.Object
implements EnsembleMLMethodFactory

Constructor Summary

Constructors

Constructor and Description
MultiLayerPerceptronFactory()

Method Summary

Modifier and Type	Method and Description
MLMethod	createML(int inputs, int outputs)
java.lang.String	getLabel()
void	reInit(MLMethod ml)
void	setParameters(java.util.List<java.lang.Integer> layers, ActivationFunction activation)
void	setParameters(java.util.List<java.lang.Integer> layers, ActivationFunction firstLayerActivation, ActivationFunction activation)
void	setParameters(java.util.List<java.lang.Integer> layers, ActivationFunction firstLayerActivation, ActivationFunction activation, ActivationFunction lastLayerActivation)
void	setParameters(java.util.List<java.lang.Integer> layers, ActivationFunction firstLayerActivation, ActivationFunction activation, ActivationFunction lastLayerActivation, java.util.List<java.lang.Double> dropoutRates)
void	setParameters(java.util.List<java.lang.Integer> layers, ActivationFunction firstLayerActivation, ActivationFunction activation, java.util.List<java.lang.Double> dropoutRates)
void	setParameters(java.util.List<java.lang.Integer> layers, ActivationFunction activation, java.util.List<java.lang.Double> dropoutRates)
void	setSizeMultiplier(int sizeMultiplier)

Methods inherited from class java.lang.Object

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

Constructor Detail

MultiLayerPerceptronFactory

public MultiLayerPerceptronFactory()

Method Detail

setParameters

public void setParameters(java.util.List<java.lang.Integer> layers,
                          ActivationFunction firstLayerActivation,
                          ActivationFunction activation,
                          ActivationFunction lastLayerActivation,
                          java.util.List<java.lang.Double> dropoutRates)

setParameters

public void setParameters(java.util.List<java.lang.Integer> layers,
                          ActivationFunction firstLayerActivation,
                          ActivationFunction activation,
                          ActivationFunction lastLayerActivation)

setParameters

public void setParameters(java.util.List<java.lang.Integer> layers,
                          ActivationFunction firstLayerActivation,
                          ActivationFunction activation)

setParameters

public void setParameters(java.util.List<java.lang.Integer> layers,
                          ActivationFunction firstLayerActivation,
                          ActivationFunction activation,
                          java.util.List<java.lang.Double> dropoutRates)

setParameters

public void setParameters(java.util.List<java.lang.Integer> layers,
                          ActivationFunction activation,
                          java.util.List<java.lang.Double> dropoutRates)

setParameters

public void setParameters(java.util.List<java.lang.Integer> layers,
                          ActivationFunction activation)

createML

public MLMethod createML(int inputs,
                         int outputs)

Specified by:

createML in interface EnsembleMLMethodFactory

getLabel

public java.lang.String getLabel()

Specified by:

getLabel in interface EnsembleMLMethodFactory

reInit

public void reInit(MLMethod ml)

Specified by:

reInit in interface EnsembleMLMethodFactory

setSizeMultiplier

public void setSizeMultiplier(int sizeMultiplier)

Specified by:

setSizeMultiplier in interface EnsembleMLMethodFactory