Advanced Activations

KerasPReLU

[source]

Imports PReLU layer from Keras

KerasPReLU

public KerasPReLU(Map<String, Object> layerConfig)
throws InvalidKerasConfigurationException, UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary.

  • param layerConfig dictionary containing Keras layer configuration

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Unsupported 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

  • param enforceTrainingConfig whether to enforce training-related configuration options

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Invalid Keras config

getPReLULayer

public PReLULayer getPReLULayer()

Get DL4J ActivationLayer.

  • return ActivationLayer

setWeights

public void setWeights(Map<String, INDArray> weights) throws InvalidKerasConfigurationException

Set weights for layer.

  • param weights Dense layer weights

KerasThresholdedReLU

[source]

Imports ThresholdedReLU layer from Keras

KerasThresholdedReLU

public KerasThresholdedReLU(Map<String, Object> layerConfig)
throws InvalidKerasConfigurationException, UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary.

  • param layerConfig dictionary containing Keras layer configuration

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Unsupported 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

  • param enforceTrainingConfig whether to enforce training-related configuration options

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Invalid Keras config

getActivationLayer

public ActivationLayer getActivationLayer()

Get DL4J ActivationLayer.

  • return ActivationLayer

KerasLeakyReLU

[source]

Imports LeakyReLU layer from Keras

KerasLeakyReLU

public KerasLeakyReLU(Map<String, Object> layerConfig)
throws InvalidKerasConfigurationException, UnsupportedKerasConfigurationException

Constructor from parsed Keras layer configuration dictionary.

  • param layerConfig dictionary containing Keras layer configuration

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Unsupported 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

  • param enforceTrainingConfig whether to enforce training-related configuration options

  • throws InvalidKerasConfigurationException Invalid Keras config

  • throws UnsupportedKerasConfigurationException Invalid Keras config

getActivationLayer

public ActivationLayer getActivationLayer()

Get DL4J ActivationLayer.

  • return ActivationLayer