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