| Modifier and Type | Class and Description |
|---|---|
class |
CapsuleLayer
An implementation of the DigiCaps layer from Dynamic Routing Between Capsules
Input should come from a PrimaryCapsules layer and be of shape [mb, inputCaps, inputCapDims].
|
class |
CapsuleStrengthLayer
An layer to get the "strength" of each capsule, that is, the probability of it being in the input.
|
class |
LearnedSelfAttentionLayer
Implements Dot Product Self Attention with learned queries
Takes in RNN style input in the shape of [batchSize, features, timesteps]
and applies dot product attention using learned queries.
|
class |
LocallyConnected1D
SameDiff version of a 1D locally connected layer.
|
class |
LocallyConnected2D
SameDiff version of a 2D locally connected layer.
|
class |
PrimaryCapsules
An implementation of the PrimaryCaps layer from Dynamic Routing Between Capsules
Is a reshaped 2D convolution, and the input should be 2D convolutional ([mb, c, h, w]).
|
class |
RecurrentAttentionLayer
Implements Recurrent Dot Product Attention
Takes in RNN style input in the shape of [batchSize, features, timesteps]
and applies dot product attention using the hidden state as the query and
all time steps as keys/values.
|
class |
SelfAttentionLayer
Implements Dot Product Self Attention
Takes in RNN style input in the shape of [batchSize, features, timesteps]
and applies dot product attention using each timestep as the query.
|
| Modifier and Type | Class and Description |
|---|---|
class |
SameDiffLambdaLayer
SameDiffLambdaLayer is defined to be used as the base class for implementing lambda layers using SameDiff
Lambda layers are layers without parameters - and as a result, have a much simpler API - users need only extend SameDiffLambdaLayer and implement a single method |
| Modifier and Type | Class and Description |
|---|---|
class |
IdentityLayer
Identity layer, passes data through unaltered.
|
| Modifier and Type | Method and Description |
|---|---|
SameDiffLayer |
KerasLambda.getSameDiffLayer()
Get DL4J SameDiffLayer.
|
| Constructor and Description |
|---|
KerasLambda(Map<String,Object> layerConfig,
boolean enforceTrainingConfig,
SameDiffLayer sameDiffLayer)
Constructor from parsed Keras layer configuration dictionary.
|
KerasLambda(Map<String,Object> layerConfig,
SameDiffLayer sameDiffLayer)
Constructor from parsed Keras layer configuration dictionary.
|
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