Keras Import Noise Layers

Keras layers


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

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

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

API Reference

API Reference

Detailed API docs for all libraries including DL4J, ND4J, DataVec, and Arbiter.

Examples

Examples

Explore sample projects and demos for DL4J, ND4J, and DataVec in multiple languages including Java and Kotlin.

Tutorials

Tutorials

Step-by-step tutorials for learning concepts in deep learning while using the DL4J API.

Guide

Guide

In-depth documentation on different scenarios including import, distributed training, early stopping, and GPU setup.

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