org.deeplearning4j.arbiter.layers

Class AutoEncoderLayerSpace.Builder

java.lang.Object

org.deeplearning4j.arbiter.layers.LayerSpace.Builder<T>

org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder<T>

org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder<T>

org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace.Builder<AutoEncoderLayerSpace.Builder>

org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace.Builder

Enclosing class:

AutoEncoderLayerSpace

public static class AutoEncoderLayerSpace.Builder
extends BasePretrainNetworkLayerSpace.Builder<AutoEncoderLayerSpace.Builder>

Field Summary

Fields inherited from class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace.Builder

lossFunction

Fields inherited from class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder

constrainAll, constrainBias, constrainWeights, nIn, nOut

Fields inherited from class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder

activationFunction, biasInit, biasUpdater, dist, gradientNormalization, gradientNormalizationThreshold, l1, l1Bias, l2, l2Bias, updater, weightInit, weightNoise

Fields inherited from class org.deeplearning4j.arbiter.layers.LayerSpace.Builder

dropOut

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
AutoEncoderLayerSpace	build()
AutoEncoderLayerSpace.Builder	corruptionLevel(double corruptionLevel)
AutoEncoderLayerSpace.Builder	corruptionLevel(ParameterSpace<Double> corruptionLevel)
AutoEncoderLayerSpace.Builder	sparsity(double sparsity)
AutoEncoderLayerSpace.Builder	sparsity(ParameterSpace<Double> sparsity)

Methods inherited from class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace.Builder

lossFunction, lossFunction

Methods inherited from class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder

constrainAllParams, constrainAllParams, constrainBias, constrainBias, constrainWeights, constrainWeights, nIn, nIn, nOut, nOut

Methods inherited from class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder

activation, activation, activation, activation, activationFn, biasInit, biasInit, biasUpdater, biasUpdater, dist, dist, gradientNormalization, gradientNormalization, gradientNormalizationThreshold, gradientNormalizationThreshold, l1, l1, l1Bias, l1Bias, l2, l2, l2Bias, l2Bias, updater, updater, weightInit, weightInit, weightInit

Methods inherited from class org.deeplearning4j.arbiter.layers.LayerSpace.Builder

dropOut, dropOut, iDropOut

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Method Detail

corruptionLevel

public AutoEncoderLayerSpace.Builder corruptionLevel(double corruptionLevel)

corruptionLevel

public AutoEncoderLayerSpace.Builder corruptionLevel(ParameterSpace<Double> corruptionLevel)

sparsity

public AutoEncoderLayerSpace.Builder sparsity(double sparsity)

sparsity

public AutoEncoderLayerSpace.Builder sparsity(ParameterSpace<Double> sparsity)

build

public AutoEncoderLayerSpace build()

Specified by:

build in class LayerSpace.Builder<AutoEncoderLayerSpace.Builder>