org.deeplearning4j.autoencoder

Class DeepAutoEncoder

java.lang.Object

org.deeplearning4j.autoencoder.DeepAutoEncoder

All Implemented Interfaces:

Serializable

public class DeepAutoEncoder
extends Object
implements Serializable

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
DeepAutoEncoder(BaseMultiLayerNetwork encoder, Object[] trainingParams)

Method Summary

Methods

Modifier and Type	Method and Description
org.jblas.DoubleMatrix	decode(org.jblas.DoubleMatrix input)
org.jblas.DoubleMatrix	encode(org.jblas.DoubleMatrix input)
void	train(org.jblas.DoubleMatrix input, org.jblas.DoubleMatrix labels, double lr)

Methods inherited from class java.lang.Object

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

Constructor Detail

DeepAutoEncoder

public DeepAutoEncoder(BaseMultiLayerNetwork encoder,
               Object[] trainingParams)

Method Detail

train

public void train(org.jblas.DoubleMatrix input,
         org.jblas.DoubleMatrix labels,
         double lr)

encode

public org.jblas.DoubleMatrix encode(org.jblas.DoubleMatrix input)

decode

public org.jblas.DoubleMatrix decode(org.jblas.DoubleMatrix input)