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Noise Layers

KerasGaussianNoise

[source]

Keras wrapper for DL4J dropout layer with GaussianNoise.

KerasGaussianNoise

Pass-through constructor from KerasLayer

  • param kerasVersion major keras version

  • throws UnsupportedKerasConfigurationException Unsupported Keras config

getOutputType

Constructor from parsed Keras layer configuration dictionary.

  • param layerConfig dictionary containing Keras layer configuration.

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Unsupported Keras config

getGaussianNoiseLayer

Get DL4J DropoutLayer with Gaussian dropout.

  • return DropoutLayer

KerasAlphaDropout

Keras wrapper for DL4J dropout layer with AlphaDropout.

KerasAlphaDropout

Pass-through constructor from KerasLayer

  • param kerasVersion major keras version

  • throws UnsupportedKerasConfigurationException Unsupported Keras config

getOutputType

Constructor from parsed Keras layer configuration dictionary.

  • param layerConfig dictionary containing Keras layer configuration.

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Unsupported Keras config

getAlphaDropoutLayer

Get DL4J DropoutLayer with Alpha dropout.

  • return DropoutLayer

KerasGaussianDropout

Keras wrapper for DL4J dropout layer with GaussianDropout.

KerasGaussianDropout

Pass-through constructor from KerasLayer

  • param kerasVersion major keras version

  • throws UnsupportedKerasConfigurationException Invalid Keras config

getOutputType

Constructor from parsed Keras layer configuration dictionary.

  • param layerConfig dictionary containing Keras layer configuration.

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Unsupported Keras config

getGaussianDropoutLayer

Get DL4J DropoutLayer with Gaussian dropout.

  • return DropoutLayer

public KerasGaussianNoise(Integer kerasVersion) throws UnsupportedKerasConfigurationException
[source]
[source]
public InputType getOutputType(InputType... inputType) throws InvalidKerasConfigurationException
public DropoutLayer getGaussianNoiseLayer()
public KerasAlphaDropout(Integer kerasVersion) throws UnsupportedKerasConfigurationException
public InputType getOutputType(InputType... inputType) throws InvalidKerasConfigurationException
public DropoutLayer getAlphaDropoutLayer()
public KerasGaussianDropout(Integer kerasVersion) throws UnsupportedKerasConfigurationException
public InputType getOutputType(InputType... inputType) throws InvalidKerasConfigurationException
public DropoutLayer getGaussianDropoutLayer()