VariationalAutoencoderLayerSpace.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<VariationalAutoencoderLayerSpace.Builder>
      - org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder

Enclosing class:: VariationalAutoencoderLayerSpace

public static class VariationalAutoencoderLayerSpace.Builder
extends BasePretrainNetworkLayerSpace.Builder<VariationalAutoencoderLayerSpace.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()

Constructors
Constructor and Description
`Builder()`

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`<E extends LayerSpace> E`	`build()`
`VariationalAutoencoderLayerSpace.Builder`	`decoderLayerSizes(int... decoderLayerSizes)`
`VariationalAutoencoderLayerSpace.Builder`	`decoderLayerSizes(ParameterSpace<int[]> decoderLayerSizes)`
`VariationalAutoencoderLayerSpace.Builder`	`encoderLayerSizes(int... encoderLayerSizes)`
`VariationalAutoencoderLayerSpace.Builder`	`encoderLayerSizes(ParameterSpace<int[]> encoderLayerSizes)`
`VariationalAutoencoderLayerSpace.Builder`	`lossFunction(Activation outputActivationFn, LossFunctions.LossFunction lossFunction)`
`VariationalAutoencoderLayerSpace.Builder`	`lossFunction(IActivation outputActivationFn, ILossFunction lossFunction)`
`VariationalAutoencoderLayerSpace.Builder`	`lossFunction(IActivation outputActivationFn, LossFunctions.LossFunction lossFunction)`
`VariationalAutoencoderLayerSpace.Builder`	`numSamples(int numSamples)`
`VariationalAutoencoderLayerSpace.Builder`	`numSamples(ParameterSpace<java.lang.Integer> numSamples)`
`VariationalAutoencoderLayerSpace.Builder`	`pzxActivationFn(IActivation activationFunction)`
`VariationalAutoencoderLayerSpace.Builder`	`pzxActivationFn(ParameterSpace<IActivation> activationFunction)`
`VariationalAutoencoderLayerSpace.Builder`	`pzxActivationFunction(Activation activation)`
`VariationalAutoencoderLayerSpace.Builder`	`reconstructionDistribution(ParameterSpace<ReconstructionDistribution> distribution)`
`VariationalAutoencoderLayerSpace.Builder`	`reconstructionDistribution(ReconstructionDistribution distribution)`

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

encoderLayerSizes

public VariationalAutoencoderLayerSpace.Builder encoderLayerSizes(int... encoderLayerSizes)

encoderLayerSizes

public VariationalAutoencoderLayerSpace.Builder encoderLayerSizes(ParameterSpace<int[]> encoderLayerSizes)

decoderLayerSizes

public VariationalAutoencoderLayerSpace.Builder decoderLayerSizes(int... decoderLayerSizes)

decoderLayerSizes

public VariationalAutoencoderLayerSpace.Builder decoderLayerSizes(ParameterSpace<int[]> decoderLayerSizes)

reconstructionDistribution

public VariationalAutoencoderLayerSpace.Builder reconstructionDistribution(ReconstructionDistribution distribution)

reconstructionDistribution

public VariationalAutoencoderLayerSpace.Builder reconstructionDistribution(ParameterSpace<ReconstructionDistribution> distribution)

lossFunction

public VariationalAutoencoderLayerSpace.Builder lossFunction(IActivation outputActivationFn,
                                                             LossFunctions.LossFunction lossFunction)

lossFunction

public VariationalAutoencoderLayerSpace.Builder lossFunction(Activation outputActivationFn,
                                                             LossFunctions.LossFunction lossFunction)

lossFunction

public VariationalAutoencoderLayerSpace.Builder lossFunction(IActivation outputActivationFn,
                                                             ILossFunction lossFunction)

pzxActivationFn

public VariationalAutoencoderLayerSpace.Builder pzxActivationFn(IActivation activationFunction)

pzxActivationFn

public VariationalAutoencoderLayerSpace.Builder pzxActivationFn(ParameterSpace<IActivation> activationFunction)

pzxActivationFunction

public VariationalAutoencoderLayerSpace.Builder pzxActivationFunction(Activation activation)

numSamples

public VariationalAutoencoderLayerSpace.Builder numSamples(int numSamples)

numSamples

public VariationalAutoencoderLayerSpace.Builder numSamples(ParameterSpace<java.lang.Integer> numSamples)

build
```
public <E extends LayerSpace> E build()
```
Specified by:

build in class LayerSpace.Builder<VariationalAutoencoderLayerSpace.Builder>

Class VariationalAutoencoderLayerSpace.Builder

Field Summary

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

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

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

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

Constructor Summary

Method Summary

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

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

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

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

Methods inherited from class java.lang.Object

Constructor Detail

Builder

Method Detail

encoderLayerSizes

encoderLayerSizes

decoderLayerSizes

decoderLayerSizes

reconstructionDistribution

reconstructionDistribution

lossFunction

lossFunction

lossFunction

pzxActivationFn

pzxActivationFn

pzxActivationFunction

numSamples

numSamples

build