KerasGaussianNoise

java.lang.Object
- org.deeplearning4j.nn.modelimport.keras.KerasLayer
- - org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianNoise

```
public class KerasGaussianNoise
extends KerasLayer
```
Keras wrapper for DL4J dropout layer with GaussianNoise.

Nested Class Summary
- Nested classes/interfaces inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer
  KerasLayer.DimOrder

Field Summary
- Fields inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer
  className, conf, dimOrder, dropout, inboundLayerNames, inputShape, kerasMajorVersion, layer, layerName, vertex, weightL1Regularization, weightL2Regularization, weights

Constructor Summary

Constructors
Constructor and Description
`KerasGaussianNoise(java.lang.Integer kerasVersion)` Pass-through constructor from KerasLayer
`KerasGaussianNoise(java.util.Map<java.lang.String,java.lang.Object> layerConfig)` Constructor from parsed Keras layer configuration dictionary.
`KerasGaussianNoise(java.util.Map<java.lang.String,java.lang.Object> layerConfig, boolean enforceTrainingConfig)` Constructor from parsed Keras layer configuration dictionary.

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`DropoutLayer`	`getGaussianNoiseLayer()` Get DL4J DropoutLayer with Gaussian dropout.
`InputType`	`getOutputType(InputType... inputType)` Get layer output type.

Methods inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer
clearCustomLayers, clearLambdaLayers, copyWeightsToLayer, getClassName, getDimOrder, getInboundLayerNames, getInputPreprocessor, getInputShape, getKerasMajorVersion, getLayer, getLayerName, getNInFromConfig, getNumParams, getVertex, getWeights, isInputPreProcessor, isLayer, isValidInboundLayer, isVertex, registerCustomLayer, registerLambdaLayer, setInboundLayerNames, setWeights, usesRegularization

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
  - KerasGaussianNoise
```
public KerasGaussianNoise(java.lang.Integer kerasVersion)
                   throws UnsupportedKerasConfigurationException
```
    Pass-through constructor from KerasLayer
    
    Parameters:
    
    kerasVersion - major keras version
    
    Throws:
    
    UnsupportedKerasConfigurationException - Unsupported Keras config
  - KerasGaussianNoise
```
public KerasGaussianNoise(java.util.Map<java.lang.String,java.lang.Object> layerConfig)
                   throws InvalidKerasConfigurationException,
                          UnsupportedKerasConfigurationException
```
    Constructor from parsed Keras layer configuration dictionary.
    
    Parameters:
    
    layerConfig - dictionary containing Keras layer configuration.
    
    Throws:
    
    InvalidKerasConfigurationException - Invalid Keras config
    
    UnsupportedKerasConfigurationException - Unsupported Keras config
  - KerasGaussianNoise
```
public KerasGaussianNoise(java.util.Map<java.lang.String,java.lang.Object> layerConfig,
                          boolean enforceTrainingConfig)
                   throws InvalidKerasConfigurationException,
                          UnsupportedKerasConfigurationException
```
    Constructor from parsed Keras layer configuration dictionary.
    
    Parameters:
    
    layerConfig - dictionary containing Keras layer configuration
    
    enforceTrainingConfig - whether to enforce training-related configuration options
    
    Throws:
    
    InvalidKerasConfigurationException - Invalid Keras config
    
    UnsupportedKerasConfigurationException - Unsupported Keras config
- Method Detail
  - getOutputType
```
public InputType getOutputType(InputType... inputType)
                        throws InvalidKerasConfigurationException
```
    Get layer output type.
    
    Overrides:
    
    getOutputType in class KerasLayer
    
    Parameters:
    
    inputType - Array of InputTypes
    
    Returns:
    
    output type as InputType
    
    Throws:
    
    InvalidKerasConfigurationException - Invalid Keras config
  - getGaussianNoiseLayer
```
public DropoutLayer getGaussianNoiseLayer()
```
    Get DL4J DropoutLayer with Gaussian dropout.
    
    Returns:
    
    DropoutLayer

Class KerasGaussianNoise

Nested Class Summary

Nested classes/interfaces inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Field Summary

Fields inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Constructor Summary

Method Summary

Methods inherited from class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Methods inherited from class java.lang.Object

Constructor Detail

KerasGaussianNoise

KerasGaussianNoise

KerasGaussianNoise

Method Detail

getOutputType

getGaussianNoiseLayer