org.deeplearning4j.nn.conf.layers

Class AutoEncoder.Builder

java.lang.Object

org.deeplearning4j.nn.conf.layers.Layer.Builder<T>

org.deeplearning4j.nn.conf.layers.FeedForwardLayer.Builder<T>

org.deeplearning4j.nn.conf.layers.BasePretrainNetwork.Builder<AutoEncoder.Builder>

org.deeplearning4j.nn.conf.layers.AutoEncoder.Builder

Enclosing class:

AutoEncoder

public static class AutoEncoder.Builder
extends BasePretrainNetwork.Builder<AutoEncoder.Builder>

Field Summary

Fields inherited from class org.deeplearning4j.nn.conf.layers.BasePretrainNetwork.Builder

customLossFunction, lossFunction

Fields inherited from class org.deeplearning4j.nn.conf.layers.FeedForwardLayer.Builder

nIn, nOut

Fields inherited from class org.deeplearning4j.nn.conf.layers.Layer.Builder

activationFunction, adamMeanDecay, adamVarDecay, biasInit, biasLearningRate, dist, dropOut, epsilon, gradientNormalization, gradientNormalizationThreshold, l1, l2, layerName, learningRate, learningRatePolicy, learningRateSchedule, momentum, momentumAfter, rho, rmsDecay, updater, weightInit

Constructor Summary

Constructors

Constructor and Description
Builder()
Builder(double corruptionLevel)

Method Summary

Modifier and Type	Method and Description
AutoEncoder	build()
AutoEncoder.Builder	corruptionLevel(double corruptionLevel)
AutoEncoder.Builder	sparsity(double sparsity)

Methods inherited from class org.deeplearning4j.nn.conf.layers.BasePretrainNetwork.Builder

customLossFunction, lossFunction

Methods inherited from class org.deeplearning4j.nn.conf.layers.FeedForwardLayer.Builder

nIn, nOut

Methods inherited from class org.deeplearning4j.nn.conf.layers.Layer.Builder

activation, adamMeanDecay, adamVarDecay, biasInit, biasLearningRate, dist, dropOut, epsilon, gradientNormalization, gradientNormalizationThreshold, l1, l2, learningRate, learningRateDecayPolicy, learningRateSchedule, momentum, momentumAfter, name, rho, rmsDecay, updater, weightInit

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Builder

public Builder(double corruptionLevel)

Method Detail

corruptionLevel

public AutoEncoder.Builder corruptionLevel(double corruptionLevel)

sparsity

public AutoEncoder.Builder sparsity(double sparsity)

build

public AutoEncoder build()

Specified by:

build in class Layer.Builder<AutoEncoder.Builder>