Modifier and Type | Field and Description |
---|---|
protected ParameterSpace<IWeightNoise> |
BaseNetworkSpace.weightNoise |
Modifier and Type | Method and Description |
---|---|
T |
BaseNetworkSpace.Builder.weightNoise(IWeightNoise weightNoise) |
Modifier and Type | Method and Description |
---|---|
T |
BaseNetworkSpace.Builder.weightNoise(ParameterSpace<IWeightNoise> weightNoise) |
Modifier and Type | Field and Description |
---|---|
protected ParameterSpace<IWeightNoise> |
BaseLayerSpace.weightNoise |
protected ParameterSpace<IWeightNoise> |
BaseLayerSpace.Builder.weightNoise |
Modifier and Type | Field and Description |
---|---|
protected IWeightNoise |
NeuralNetConfiguration.Builder.weightNoise |
Modifier and Type | Method and Description |
---|---|
NeuralNetConfiguration.Builder |
NeuralNetConfiguration.Builder.weightNoise(IWeightNoise weightNoise)
Set the weight noise (such as
DropConnect and
WeightNoise ) for the layers in this network. |
Modifier and Type | Field and Description |
---|---|
protected IWeightNoise |
BaseLayer.weightNoise |
protected IWeightNoise |
BaseLayer.Builder.weightNoise
Set the weight noise (such as
DropConnect and WeightNoise ) for this layer |
Modifier and Type | Method and Description |
---|---|
T |
BaseLayer.Builder.weightNoise(IWeightNoise weightNoise)
Set the weight noise (such as
DropConnect and WeightNoise ) for this layer |
Modifier and Type | Class and Description |
---|---|
class |
DropConnect
DropConnect, based on Wan et. al 2013 - "Regularization of Neural Networks using DropConnect"
Sets weights randomly to 0 with some probability, or leaves them unchanged. |
class |
WeightNoise
Apply noise of the specified distribution to the weights at training time.
|
Modifier and Type | Method and Description |
---|---|
IWeightNoise |
IWeightNoise.clone() |
Modifier and Type | Field and Description |
---|---|
protected Optional<IWeightNoise> |
FineTuneConfiguration.weightNoise |
Modifier and Type | Method and Description |
---|---|
FineTuneConfiguration.Builder |
FineTuneConfiguration.Builder.weightNoise(IWeightNoise weightNoise)
Set the weight noise (such as
DropConnect and
WeightNoise ) |
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