Keras 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