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Noise Layers

KerasGaussianNoise

[source]
Keras wrapper for DL4J dropout layer with GaussianNoise.
KerasGaussianNoise
public KerasGaussianNoise(Integer kerasVersion) throws UnsupportedKerasConfigurationException
Pass-through constructor from KerasLayer
  • param kerasVersion major keras version
  • throws UnsupportedKerasConfigurationException Unsupported Keras config
getOutputType
public InputType getOutputType(InputType... inputType) throws InvalidKerasConfigurationException
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
public DropoutLayer getGaussianNoiseLayer()
Get DL4J DropoutLayer with Gaussian dropout.
  • return DropoutLayer

KerasAlphaDropout

[source]
Keras wrapper for DL4J dropout layer with AlphaDropout.
KerasAlphaDropout
public KerasAlphaDropout(Integer kerasVersion) throws UnsupportedKerasConfigurationException
Pass-through constructor from KerasLayer
  • param kerasVersion major keras version
  • throws UnsupportedKerasConfigurationException Unsupported Keras config
getOutputType
public InputType getOutputType(InputType... inputType) throws InvalidKerasConfigurationException
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
public DropoutLayer getAlphaDropoutLayer()
Get DL4J DropoutLayer with Alpha dropout.
  • return DropoutLayer

KerasGaussianDropout

[source]
Keras wrapper for DL4J dropout layer with GaussianDropout.
KerasGaussianDropout
public KerasGaussianDropout(Integer kerasVersion) throws UnsupportedKerasConfigurationException
Pass-through constructor from KerasLayer
  • param kerasVersion major keras version
  • throws UnsupportedKerasConfigurationException Invalid Keras config
getOutputType
public InputType getOutputType(InputType... inputType) throws InvalidKerasConfigurationException
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
public DropoutLayer getGaussianDropoutLayer()
Get DL4J DropoutLayer with Gaussian dropout.
  • return DropoutLayer