B C D E G H I K L M N O P R S T U V W

B

backprop(INDArray, int, LayerWorkspaceMgr) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.KerasFlattenRnnPreprocessor

backprop(INDArray, int, LayerWorkspaceMgr) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.PermutePreprocessor

backprop(INDArray, int, LayerWorkspaceMgr) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.ReshapePreprocessor

backprop(INDArray, int, LayerWorkspaceMgr) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.TensorFlowCnnToFeedForwardPreProcessor

buildModel() - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

buildSequential() - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

C

checkForUnsupportedConfigurations(Map<String, Object>, boolean, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Checks whether layer config contains unsupported options.

className - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

className - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

clone() - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.KerasFlattenRnnPreprocessor

clone() - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.TensorFlowCnnToFeedForwardPreProcessor

close() - Method in class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

close() - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

conf - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

config - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

config - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

copyWeightsToLayer(Layer) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Copy Keras layer weights to DL4J Layer.

copyWeightsToModel(Model, Map<String, KerasLayer>) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelUtils

Helper function to import weights from nested Map into existing model.

D

determineKerasBackend(Map<String, Object>, KerasModelConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelUtils

Determine Keras backend

determineKerasMajorVersion(Map<String, Object>, KerasModelConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelUtils

Determine Keras major version

dimOrder - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

dropout - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

E

enforceTrainingConfig - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

enforceTrainingConfig - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

enforceTrainingConfig(boolean) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

G

get(Integer) - Static method in class org.deeplearning4j.nn.modelimport.keras.config.KerasLayerConfigurationFactory

getActivationFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasActivationUtils

Get activation function from Keras layer configuration.

getActivationLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.advanced.activations.KerasLeakyReLU

Get DL4J ActivationLayer.

getActivationLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasActivation

Get DL4J ActivationLayer.

getAlphaDropoutLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasAlphaDropout

Get DL4J DropoutLayer with Alpha dropout.

getAtrousConvolution1D() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution1D

Get DL4J ConvolutionLayer.

getAtrousConvolution2D() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution2D

Get DL4J ConvolutionLayer.

getBatchNormalizationLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.normalization.KerasBatchNormalization

Get DL4J BatchNormalizationLayer.

getBiasL1RegularizationFromConfig(Map<String, Object>, boolean, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get L1 bias regularization (if any) from Keras bias regularization configuration.

getBidirectionalLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Get DL4J Bidirectional layer.

getClassName() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get Keras layer class name.

getClassNameFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get Keras layer class name from Keras layer configuration.

getComputationGraph() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasModel

Build a ComputationGraph from this Keras Model configuration and import weights.

getComputationGraph(boolean) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasModel

Build a ComputationGraph from this Keras Model configuration and (optionally) import weights.

getComputationGraphConfiguration() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasModel

Configure a ComputationGraph from this Keras Model configuration.

getConstraintsFromConfig(Map<String, Object>, String, KerasLayerConfiguration, int) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasConstraintUtils

Get constraint initialization from Keras layer configuration.

getConvolution1DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution1D

Get DL4J ConvolutionLayer.

getConvolution2DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution2D

Get DL4J ConvolutionLayer.

getConvolution3DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution3D

Get DL4J ConvolutionLayer.

getConvolutionModeFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolutionUtils

Get convolution border mode from Keras layer configuration.

getCropping1DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping1D

Get DL4J Cropping1D layer.

getCropping2DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping2D

Get DL4J Cropping2D layer.

getCropping3DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping3D

Get DL4J Cropping3D layer.

getDataSets(String...) - Method in class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

Get list of data sets from group path.

getDeconvolution2DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDeconvolution2D

Get DL4J ConvolutionLayer.

getDenseLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDense

Get DL4J DenseLayer.

getDepthwiseConvolution2DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

Get DL4J DepthwiseConvolution2D.

getDimOrder() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get Keras layer backend dimension order.

getDimOrderFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get Keras (backend) dimension order from Keras layer configuration.

getDropoutFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get dropout from Keras layer configuration.

getDropoutLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDropout

Get DL4J DropoutLayer.

getEmbeddingLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.embeddings.KerasEmbedding

Get DL4J Embedding Sequence layer.

getForgetBiasInitFromConfig(Map<String, Object>, boolean) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Get LSTM forget gate bias initialization from Keras layer configuration.

getGateActivationFromConfig(Map<String, Object>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Get LSTM gate activation function from Keras layer configuration.

getGaussianDropoutLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianDropout

Get DL4J DropoutLayer with Gaussian dropout.

getGaussianNoiseLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianNoise

Get DL4J DropoutLayer with Gaussian dropout.

getGlobalPoolingLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasGlobalPooling

Get DL4J SubsamplingLayer.

getGroups(String...) - Method in class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

Get list of groups from group path.

getHasBiasFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Determine if layer should be instantiated with bias

getInboundLayerNames() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get list of inbound layers.

getInboundLayerNamesFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get list of inbound layers from Keras layer configuration.

getInnerLayerConfigFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get inner layer config from Keras layer configuration.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution1D

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasFlatten

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasPermute

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasReshape

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasGlobalPooling

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputPreprocessor(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Gets appropriate DL4J InputPreProcessor for given InputTypes.

getInputShape() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get layer input shape.

getInputShapeFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get Keras input shape from Keras layer configuration.

getKerasLayerFromConfig(Map<String, Object>, KerasLayerConfiguration, Map<String, Class<? extends KerasLayer>>, Map<String, ? extends KerasLayer>) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Build KerasLayer from a Keras layer configuration.

getKerasLayerFromConfig(Map<String, Object>, boolean, KerasLayerConfiguration, Map<String, Class<? extends KerasLayer>>, Map<String, ? extends KerasLayer>) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Build KerasLayer from a Keras layer configuration.

getKerasMajorVersion() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get Keras major version of this layer.

getKernelSizeFromConfig(Map<String, Object>, int, KerasLayerConfiguration, int) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolutionUtils

Get (convolution) kernel size from Keras layer configuration.

getLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Gets corresponding DL4J Layer, if any.

getLayerName() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get Keras layer name.

getLayerNameFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get layer name from Keras layer configuration.

getLocalResponseNormalization() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.custom.KerasLRN

Get DL4J LRN.

getLossLayer(InputType) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLoss

Get DL4J LossLayer.

getLSTMLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Get DL4J Layer.

getMultiLayerConfiguration() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasSequentialModel

Configure a MultiLayerConfiguration from this Keras Sequential model configuration.

getMultiLayerNetwork() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasSequentialModel

Build a MultiLayerNetwork from this Keras Sequential model configuration.

getMultiLayerNetwork(boolean) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasSequentialModel

Build a MultiLayerNetwork from this Keras Sequential model configuration and import weights.

getNOutFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get number of outputs from Keras layer configuration.

getNumParams() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Returns number of trainable parameters in layer.

getNumParams() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

Returns number of trainable parameters in layer.

getNumParams() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDense

Returns number of trainable parameters in layer.

getNumParams() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.embeddings.KerasEmbedding

Returns number of trainable parameters in layer.

getNumParams() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.normalization.KerasBatchNormalization

Returns number of trainable parameters in layer.

getNumParams() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Returns number of trainable parameters in layer.

getNumParams() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Returns number of trainable parameters in layer.

getNumParams() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Returns number of trainable parameters in layer.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.advanced.activations.KerasLeakyReLU

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution1D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution1D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution3D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping1D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping3D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDeconvolution2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSeparableConvolution2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSpaceToDepth

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling1D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling3D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding1D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding3D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasActivation

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDense

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDropout

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasFlatten

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasMerge

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasPermute

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasReshape

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasSpatialDropout

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.custom.KerasLRN

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.custom.KerasPoolHelper

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.embeddings.KerasEmbedding

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasInput

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLoss

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasAlphaDropout

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianDropout

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianNoise

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.normalization.KerasBatchNormalization

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasGlobalPooling

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling1D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling2D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling3D

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Get layer output type.

getOutputType(InputType...) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Get layer output type.

getOutputType(InputType) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.KerasFlattenRnnPreprocessor

getOutputType(InputType) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.PermutePreprocessor

getOutputType(InputType) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.ReshapePreprocessor

getPaddingFromBorderModeConfig(Map<String, Object>, int, KerasLayerConfiguration, int) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolutionUtils

Get (convolution) padding from Keras layer configuration.

getRecurrentDropout(KerasLayerConfiguration, Map<String, Object>) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasRnnUtils

Get recurrent weight dropout from Keras layer configuration.

getSeparableConvolution2DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSeparableConvolution2D

Get DL4J SeparableConvolution2D.

getSimpleRnnLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Get DL4J SimpleRnn layer.

getSpaceToDepthLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSpaceToDepth

Get DL4J SpaceToDepth layer.

getSpatialDropoutLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasSpatialDropout

Get DL4J DropoutLayer with spatial dropout.

getStrideFromConfig(Map<String, Object>, int, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolutionUtils

Get (convolution) stride from Keras layer configuration.

getSubsampling1DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling1D

Get DL4J Subsampling1DLayer.

getSubsampling2DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling2D

Get DL4J SubsamplingLayer.

getSubsampling3DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling3D

Get DL4J Subsampling3DLayer.

getTimeDistributedLayerConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Extract inner layer config from TimeDistributed configuration and merge it into the outer config.

getTruncatedBptt() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasInput

Returns value of truncated BPTT, if any found.

getUnderlyingRecurrentLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Return the underlying recurrent layer of this bidirectional layer

getUnroll() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Get whether LSTM layer should be unrolled (for truncated BPTT).

getUnroll() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Get whether SimpleRnn layer should be unrolled (for truncated BPTT).

getUnrollRecurrentLayer(KerasLayerConfiguration, Map<String, Object>) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasRnnUtils

Get unroll parameter to decide whether to unroll RNN with BPTT or not.

getUpsampling1DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling1D

Get DL4J Upsampling1D layer.

getUpsampling2DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling2D

Get DL4J Upsampling2D layer.

getUpsampling3DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling3D

Get DL4J Upsampling3D layer.

getVertex() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Gets corresponding DL4J Vertex, if any.

getWeightInitFromConfig(Map<String, Object>, String, boolean, KerasLayerConfiguration, int) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasInitilizationUtils

Get weight initialization from Keras layer configuration.

getWeightRegularizerFromConfig(Map<String, Object>, KerasLayerConfiguration, String, String) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasRegularizerUtils

Get weight regularization from Keras weight regularization configuration.

getWeights() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

getZeroMaskingFromConfig(Map<String, Object>, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

Get zero masking flag

getZeroPadding1DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding1D

Get DL4J ZeroPadding1DLayer.

getZeroPadding2DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding2D

Get DL4J ZeroPadding2DLayer.

getZeroPadding3DLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding3D

Get DL4J ZeroPadding3DLayer.

H

hasAttribute(String, String...) - Method in class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

Check whether group path contains string attribute.

hasBias - Variable in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

Hdf5Archive - Class in org.deeplearning4j.nn.modelimport.keras

Class for reading ND4J arrays and JSON strings from HDF5 archive files.

Hdf5Archive(String) - Constructor for class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

I

importKerasModelAndWeights(InputStream, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model saved using model.save_model(...).

importKerasModelAndWeights(InputStream) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model saved using model.save_model(...).

importKerasModelAndWeights(String, int[], boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model saved using model.save_model(...).

importKerasModelAndWeights(String, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model saved using model.save_model(...).

importKerasModelAndWeights(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model saved using model.save_model(...).

importKerasModelAndWeights(String, String, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model for which the configuration and weights were saved separately using calls to model.to_json() and model.save_weights(...).

importKerasModelAndWeights(String, String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model for which the configuration and weights were saved separately using calls to model.to_json() and model.save_weights(...).

importKerasModelConfiguration(String, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model for which the configuration was saved separately using calls to model.to_json() and model.save_weights(...).

importKerasModelConfiguration(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras (Functional API) Model for which the configuration was saved separately using calls to model.to_json() and model.save_weights(...).

importKerasSequentialConfiguration(String, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model for which the configuration was saved separately using calls to model.to_json() and model.save_weights(...).

importKerasSequentialConfiguration(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model for which the configuration was saved separately using calls to model.to_json() and model.save_weights(...).

importKerasSequentialModelAndWeights(InputStream, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model saved using model.save_model(...).

importKerasSequentialModelAndWeights(InputStream) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model saved using model.save_model(...).

importKerasSequentialModelAndWeights(String, int[], boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model saved using model.save_model(...).

importKerasSequentialModelAndWeights(String, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model saved using model.save_model(...).

importKerasSequentialModelAndWeights(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model saved using model.save_model(...).

importKerasSequentialModelAndWeights(String, String, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model for which the configuration and weights were saved separately using calls to model.to_json() and model.save_weights(...).

importKerasSequentialModelAndWeights(String, String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

Load Keras Sequential model for which the configuration and weights were saved separately using calls to model.to_json() and model.save_weights(...).

importWeights(Hdf5Archive, String, Map<String, KerasLayer>, int, String) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelUtils

Store weights to import with each associated Keras layer.

inboundLayerNames - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

inputLayerNames - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

inputShape - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

inputShape - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

inputShape(int[]) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

InvalidKerasConfigurationException - Exception in org.deeplearning4j.nn.modelimport.keras.exceptions

Indicates that user is attempting to import a Keras model configuration that is malformed or invalid in some other way.

InvalidKerasConfigurationException(String) - Constructor for exception org.deeplearning4j.nn.modelimport.keras.exceptions.InvalidKerasConfigurationException

InvalidKerasConfigurationException(String, Throwable) - Constructor for exception org.deeplearning4j.nn.modelimport.keras.exceptions.InvalidKerasConfigurationException

InvalidKerasConfigurationException(Throwable) - Constructor for exception org.deeplearning4j.nn.modelimport.keras.exceptions.InvalidKerasConfigurationException

isInputPreProcessor() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Whether this Keras layer maps to a DL4J InputPreProcessor.

isInputPreProcessor() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasFlatten

Whether this Keras layer maps to a DL4J InputPreProcessor.

isInputPreProcessor() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasPermute

isInputPreProcessor() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasReshape

Whether this Keras layer maps to a DL4J InputPreProcessor.

isLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Whether this Keras layer maps to a DL4J Layer.

isValidInboundLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Indicates whether this layer a valid inbound layer.

isVertex() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Whether this Keras layer maps to a DL4J Vertex.

K

Keras1LayerConfiguration - Class in org.deeplearning4j.nn.modelimport.keras.config

All relevant property fields of keras 1.x layers.

Keras1LayerConfiguration() - Constructor for class org.deeplearning4j.nn.modelimport.keras.config.Keras1LayerConfiguration

Keras2LayerConfiguration - Class in org.deeplearning4j.nn.modelimport.keras.config

All relevant property fields of keras 2.x layers.

Keras2LayerConfiguration() - Constructor for class org.deeplearning4j.nn.modelimport.keras.config.Keras2LayerConfiguration

KerasActivation - Class in org.deeplearning4j.nn.modelimport.keras.layers.core

Imports an Activation layer from Keras.

KerasActivation(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasActivation

Constructor from parsed Keras layer configuration dictionary.

KerasActivation(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasActivation

Constructor from parsed Keras layer configuration dictionary.

KerasActivationUtils - Class in org.deeplearning4j.nn.modelimport.keras.utils

Utility functionality for Keras activation functions.

KerasActivationUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.utils.KerasActivationUtils

KerasAlphaDropout - Class in org.deeplearning4j.nn.modelimport.keras.layers.noise

Keras wrapper for DL4J dropout layer with AlphaDropout.

KerasAlphaDropout(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasAlphaDropout

Pass-through constructor from KerasLayer

KerasAlphaDropout(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasAlphaDropout

Constructor from parsed Keras layer configuration dictionary.

KerasAlphaDropout(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasAlphaDropout

Constructor from parsed Keras layer configuration dictionary.

KerasAtrousConvolution1D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Keras 1D atrous / dilated convolution layer.

KerasAtrousConvolution1D(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution1D

Pass-through constructor from KerasLayer

KerasAtrousConvolution1D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution1D

Constructor from parsed Keras layer configuration dictionary.

KerasAtrousConvolution1D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution1D

Constructor from parsed Keras layer configuration dictionary.

KerasAtrousConvolution2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Keras 1D atrous / dilated convolution layer.

KerasAtrousConvolution2D(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution2D

Pass-through constructor from KerasLayer

KerasAtrousConvolution2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasAtrousConvolution2D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasAtrousConvolution2D

Constructor from parsed Keras layer configuration dictionary.

kerasBackend - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

KerasBatchNormalization - Class in org.deeplearning4j.nn.modelimport.keras.layers.normalization

Imports a BatchNormalization layer from Keras.

KerasBatchNormalization(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.normalization.KerasBatchNormalization

Pass-through constructor from KerasLayer

KerasBatchNormalization(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.normalization.KerasBatchNormalization

Constructor from parsed Keras layer configuration dictionary.

KerasBatchNormalization(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.normalization.KerasBatchNormalization

Constructor from parsed Keras layer configuration dictionary.

KerasBidirectional - Class in org.deeplearning4j.nn.modelimport.keras.layers.wrappers

Builds a DL4J Bidirectional layer from a Keras Bidirectional layer wrapper

KerasBidirectional(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Pass-through constructor from KerasLayer

KerasBidirectional(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Constructor from parsed Keras layer configuration dictionary.

KerasBidirectional(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Constructor from parsed Keras layer configuration dictionary.

KerasConstraintUtils - Class in org.deeplearning4j.nn.modelimport.keras.utils

Utility functionality for keras constraints.

KerasConstraintUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.utils.KerasConstraintUtils

KerasConvolution - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Keras Convolution base layer

KerasConvolution(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

Constructor from parsed Keras layer configuration dictionary.

KerasConvolution1D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a 1D Convolution layer from Keras.

KerasConvolution1D(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution1D

Pass-through constructor from KerasLayer

KerasConvolution1D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution1D

Constructor from parsed Keras layer configuration dictionary.

KerasConvolution1D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution1D

Constructor from parsed Keras layer configuration dictionary.

KerasConvolution2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a 2D Convolution layer from Keras.

KerasConvolution2D(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution2D

Pass-through constructor from KerasLayer

KerasConvolution2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasConvolution2D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasConvolution3D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a 3D Convolution layer from Keras.

KerasConvolution3D(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution3D

Pass-through constructor from KerasLayer

KerasConvolution3D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution3D

Constructor from parsed Keras layer configuration dictionary.

KerasConvolution3D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution3D

Constructor from parsed Keras layer configuration dictionary.

KerasConvolutionUtils - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Utility functionality for Keras convolution layers.

KerasConvolutionUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolutionUtils

KerasCropping1D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a Keras Cropping 1D layer.

KerasCropping1D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping1D

Constructor from parsed Keras layer configuration dictionary.

KerasCropping1D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping1D

Constructor from parsed Keras layer configuration dictionary.

KerasCropping2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a Keras Cropping 2D layer.

KerasCropping2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping2D

Constructor from parsed Keras layer configuration dictionary.

KerasCropping2D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping2D

Constructor from parsed Keras layer configuration dictionary.

KerasCropping3D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a Keras Cropping 3D layer.

KerasCropping3D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping3D

Constructor from parsed Keras layer configuration dictionary.

KerasCropping3D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasCropping3D

Constructor from parsed Keras layer configuration dictionary.

KerasDeconvolution2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a 2D Deconvolution layer from Keras.

KerasDeconvolution2D(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDeconvolution2D

Pass-through constructor from KerasLayer

KerasDeconvolution2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDeconvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasDeconvolution2D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDeconvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasDense - Class in org.deeplearning4j.nn.modelimport.keras.layers.core

Imports a Dense layer from Keras.

KerasDense(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDense

Pass-through constructor from KerasLayer

KerasDense(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDense

Constructor from parsed Keras layer configuration dictionary.

KerasDense(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDense

Constructor from parsed Keras layer configuration dictionary.

KerasDepthwiseConvolution2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Keras depth-wise convolution 2D layer support

KerasDepthwiseConvolution2D(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

Pass-through constructor from KerasLayer

KerasDepthwiseConvolution2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasDepthwiseConvolution2D(Map<String, Object>, Map<String, ? extends KerasLayer>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasDepthwiseConvolution2D(Map<String, Object>, Map<String, ? extends KerasLayer>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasDepthwiseConvolution2D(Map<String, Object>, Map<String, ? extends KerasLayer>, List<String>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasDropout - Class in org.deeplearning4j.nn.modelimport.keras.layers.core

Imports a Dropout layer from Keras.

KerasDropout(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDropout

Constructor from parsed Keras layer configuration dictionary.

KerasDropout(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDropout

Constructor from parsed Keras layer configuration dictionary.

KerasEmbedding - Class in org.deeplearning4j.nn.modelimport.keras.layers.embeddings

Imports an Embedding layer from Keras.

KerasEmbedding() - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.embeddings.KerasEmbedding

Pass through constructor for unit tests

KerasEmbedding(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.embeddings.KerasEmbedding

Constructor from parsed Keras layer configuration dictionary.

KerasEmbedding(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.embeddings.KerasEmbedding

Constructor from parsed Keras layer configuration dictionary.

KerasFlatten - Class in org.deeplearning4j.nn.modelimport.keras.layers.core

Imports a Keras Flatten layer as a DL4J {Cnn,Rnn}ToFeedForwardInputPreProcessor.

KerasFlatten(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasFlatten

Constructor from parsed Keras layer configuration dictionary.

KerasFlatten(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasFlatten

Constructor from parsed Keras layer configuration dictionary.

KerasFlattenRnnPreprocessor - Class in org.deeplearning4j.nn.modelimport.keras.preprocessors

Preprocessor to flatten input of RNN type

KerasFlattenRnnPreprocessor(int, int) - Constructor for class org.deeplearning4j.nn.modelimport.keras.preprocessors.KerasFlattenRnnPreprocessor

KerasGaussianDropout - Class in org.deeplearning4j.nn.modelimport.keras.layers.noise

KerasGaussianDropout(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianDropout

Pass-through constructor from KerasLayer

KerasGaussianDropout(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianDropout

Constructor from parsed Keras layer configuration dictionary.

KerasGaussianDropout(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianDropout

Constructor from parsed Keras layer configuration dictionary.

KerasGaussianNoise - Class in org.deeplearning4j.nn.modelimport.keras.layers.noise

KerasGaussianNoise(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianNoise

Pass-through constructor from KerasLayer

KerasGaussianNoise(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianNoise

Constructor from parsed Keras layer configuration dictionary.

KerasGaussianNoise(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.noise.KerasGaussianNoise

Constructor from parsed Keras layer configuration dictionary.

KerasGlobalPooling - Class in org.deeplearning4j.nn.modelimport.keras.layers.pooling

Imports a Keras Pooling layer as a DL4J Subsampling layer.

KerasGlobalPooling(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasGlobalPooling

Constructor from parsed Keras layer configuration dictionary.

KerasGlobalPooling(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasGlobalPooling

Constructor from parsed Keras layer configuration dictionary.

KerasInitilizationUtils - Class in org.deeplearning4j.nn.modelimport.keras.utils

Utility functionality for Keras weight initializers

KerasInitilizationUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.utils.KerasInitilizationUtils

KerasInput - Class in org.deeplearning4j.nn.modelimport.keras.layers

Imports an Input layer from Keras.

KerasInput(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.KerasInput

Constructor from parsed Keras layer configuration dictionary.

KerasInput(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.KerasInput

Constructor from parsed Keras layer configuration dictionary.

KerasInput(String, int[]) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.KerasInput

Constructor from layer name and input shape.

KerasInput(String, int[], boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.KerasInput

Constructor from layer name and input shape.

KerasLayer - Class in org.deeplearning4j.nn.modelimport.keras

Build Layer from Keras layer configuration.

KerasLayer(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Constructor with Keras version only.

KerasLayer() - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Default constructor.

KerasLayer(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Constructor.

KerasLayer(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Constructor.

KerasLayer.DimOrder - Enum in org.deeplearning4j.nn.modelimport.keras

KerasLayerConfiguration - Class in org.deeplearning4j.nn.modelimport.keras.config

All relevant property fields of keras layers.

KerasLayerConfiguration() - Constructor for class org.deeplearning4j.nn.modelimport.keras.config.KerasLayerConfiguration

KerasLayerConfigurationFactory - Class in org.deeplearning4j.nn.modelimport.keras.config

KerasLayerConfigurationFactory() - Constructor for class org.deeplearning4j.nn.modelimport.keras.config.KerasLayerConfigurationFactory

KerasLayerUtils - Class in org.deeplearning4j.nn.modelimport.keras.utils

Utility functionality to import keras models

KerasLayerUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.utils.KerasLayerUtils

KerasLeakyReLU - Class in org.deeplearning4j.nn.modelimport.keras.layers.advanced.activations

Imports LeakyReLU layer from Keras

KerasLeakyReLU(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.advanced.activations.KerasLeakyReLU

Constructor from parsed Keras layer configuration dictionary.

KerasLeakyReLU(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.advanced.activations.KerasLeakyReLU

Constructor from parsed Keras layer configuration dictionary.

KerasLoss - Class in org.deeplearning4j.nn.modelimport.keras.layers

Builds a DL4J LossLayer from a Keras training loss function.

KerasLoss(String, String, String) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.KerasLoss

Constructor from layer name and input shape.

KerasLoss(String, String, String, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.KerasLoss

Constructor from layer name and input shape.

KerasLossUtils - Class in org.deeplearning4j.nn.modelimport.keras.utils

Utility functionality for keras loss functions

KerasLossUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.utils.KerasLossUtils

KerasLRN - Class in org.deeplearning4j.nn.modelimport.keras.layers.custom

Keras does not have an official LRN layer.

KerasLRN(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.custom.KerasLRN

Constructor from parsed Keras layer configuration dictionary.

KerasLRN(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.custom.KerasLRN

Constructor from parsed Keras layer configuration dictionary.

KerasLstm - Class in org.deeplearning4j.nn.modelimport.keras.layers.recurrent

Imports a Keras LSTM layer as a DL4J LSTM layer.

KerasLstm(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Pass-through constructor from KerasLayer

KerasLstm(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Constructor from parsed Keras layer configuration dictionary.

KerasLstm(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Constructor from parsed Keras layer configuration dictionary.

KerasLstm(Map<String, Object>, Map<String, ? extends KerasLayer>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Constructor from parsed Keras layer configuration dictionary.

KerasLstm(Map<String, Object>, boolean, Map<String, ? extends KerasLayer>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Constructor from parsed Keras layer configuration dictionary.

kerasMajorVersion - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

kerasMajorVersion - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

KerasMerge - Class in org.deeplearning4j.nn.modelimport.keras.layers.core

Imports a Keras Merge layer as a DL4J Merge (graph) vertex.

KerasMerge(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasMerge

Pass-through constructor from KerasLayer

KerasMerge(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasMerge

Constructor from parsed Keras layer configuration dictionary.

KerasMerge(Map<String, Object>, ElementWiseVertex.Op, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasMerge

Constructor from parsed Keras layer configuration dictionary and merge mode passed in.

KerasMerge(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasMerge

Constructor from parsed Keras layer configuration dictionary.

KerasModel - Class in org.deeplearning4j.nn.modelimport.keras

Build ComputationGraph from Keras (Functional API) Model or Sequential model configuration.

KerasModel() - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasModel

KerasModel(KerasModelBuilder) - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasModel

(Recommended) Builder-pattern constructor for (Functional API) Model.

KerasModel(String, String, Hdf5Archive, String, String, Hdf5Archive, boolean, int[]) - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasModel

(Not recommended) Constructor for (Functional API) Model from model configuration (JSON or YAML), training configuration (JSON), weights, and "training mode" boolean indicator.

KerasModelBuilder - Class in org.deeplearning4j.nn.modelimport.keras.utils

KerasModelBuilder(KerasModelConfiguration) - Constructor for class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

KerasModelConfiguration - Class in org.deeplearning4j.nn.modelimport.keras.config

Basic properties and field names of serialised Keras models.

KerasModelConfiguration() - Constructor for class org.deeplearning4j.nn.modelimport.keras.config.KerasModelConfiguration

KerasModelImport - Class in org.deeplearning4j.nn.modelimport.keras

Reads stored Keras configurations and weights from one of two archives: either (1) a single HDF5 file storing model and training JSON configurations and weights or (2) separate text file storing model JSON configuration and HDF5 file storing weights.

KerasModelImport() - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasModelImport

KerasModelUtils - Class in org.deeplearning4j.nn.modelimport.keras.utils

Utility functionality to import keras models

KerasModelUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelUtils

KerasPermute - Class in org.deeplearning4j.nn.modelimport.keras.layers.core

Imports Permute layer from Keras

KerasPermute(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasPermute

Constructor from parsed Keras layer configuration dictionary.

KerasPermute(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasPermute

Constructor from parsed Keras layer configuration dictionary.

KerasPoolHelper - Class in org.deeplearning4j.nn.modelimport.keras.layers.custom

Custom PoolHelper layer developed for importing GoogLeNet.

KerasPoolHelper(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.custom.KerasPoolHelper

Constructor from parsed Keras layer configuration dictionary.

KerasPoolHelper(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.custom.KerasPoolHelper

Constructor from parsed Keras layer configuration dictionary.

KerasPooling1D - Class in org.deeplearning4j.nn.modelimport.keras.layers.pooling

Imports a Keras 1D Pooling layer as a DL4J Subsampling layer.

KerasPooling1D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling1D

Constructor from parsed Keras layer configuration dictionary.

KerasPooling1D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling1D

Constructor from parsed Keras layer configuration dictionary.

KerasPooling2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.pooling

Imports a Keras 2D Pooling layer as a DL4J Subsampling layer.

KerasPooling2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling2D

Constructor from parsed Keras layer configuration dictionary.

KerasPooling2D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling2D

Constructor from parsed Keras layer configuration dictionary.

KerasPooling3D - Class in org.deeplearning4j.nn.modelimport.keras.layers.pooling

Imports a Keras 3D Pooling layer as a DL4J Subsampling3D layer.

KerasPooling3D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling3D

Constructor from parsed Keras layer configuration dictionary.

KerasPooling3D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPooling3D

Constructor from parsed Keras layer configuration dictionary.

KerasPoolingUtils - Class in org.deeplearning4j.nn.modelimport.keras.layers.pooling

Utility functionality for Keras pooling layers.

KerasPoolingUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPoolingUtils

KerasRegularizerUtils - Class in org.deeplearning4j.nn.modelimport.keras.utils

KerasRegularizerUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.utils.KerasRegularizerUtils

KerasReshape - Class in org.deeplearning4j.nn.modelimport.keras.layers.core

Imports Reshape layer from Keras

KerasReshape(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasReshape

Constructor from parsed Keras layer configuration dictionary.

KerasReshape(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasReshape

Constructor from parsed Keras layer configuration dictionary.

KerasRnnUtils - Class in org.deeplearning4j.nn.modelimport.keras.layers.recurrent

Utility functions for Keras RNN layers

KerasRnnUtils() - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasRnnUtils

KerasSeparableConvolution2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Keras separable convolution 2D layer support

KerasSeparableConvolution2D(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSeparableConvolution2D

Pass-through constructor from KerasLayer

KerasSeparableConvolution2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSeparableConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasSeparableConvolution2D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSeparableConvolution2D

Constructor from parsed Keras layer configuration dictionary.

KerasSequentialModel - Class in org.deeplearning4j.nn.modelimport.keras

Build DL4J MultiLayerNetwork model from Keras Sequential model configuration.

KerasSequentialModel(KerasModelBuilder) - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasSequentialModel

(Recommended) Builder-pattern constructor for Sequential model.

KerasSequentialModel(String, String, Hdf5Archive, String, String, Hdf5Archive, boolean, int[]) - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasSequentialModel

(Not recommended) Constructor for Sequential model from model configuration (JSON or YAML), training configuration (JSON), weights, and "training mode" boolean indicator.

KerasSequentialModel() - Constructor for class org.deeplearning4j.nn.modelimport.keras.KerasSequentialModel

KerasSimpleRnn - Class in org.deeplearning4j.nn.modelimport.keras.layers.recurrent

Imports a Keras SimpleRNN layer as a DL4J SimpleRnn layer.

KerasSimpleRnn(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Pass-through constructor from KerasLayer

KerasSimpleRnn(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Constructor from parsed Keras layer configuration dictionary.

KerasSimpleRnn(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Constructor from parsed Keras layer configuration dictionary.

KerasSpaceToDepth - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

KerasSpaceToDepth(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSpaceToDepth

Constructor from parsed Keras layer configuration dictionary.

KerasSpaceToDepth(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSpaceToDepth

Constructor from parsed Keras layer configuration dictionary.

KerasSpatialDropout - Class in org.deeplearning4j.nn.modelimport.keras.layers.core

Keras wrapper for DL4J dropout layer with SpatialDropout, works 1D-3D.

KerasSpatialDropout(Integer) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasSpatialDropout

Pass-through constructor from KerasLayer

KerasSpatialDropout(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasSpatialDropout

Constructor from parsed Keras layer configuration dictionary.

KerasSpatialDropout(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasSpatialDropout

Constructor from parsed Keras layer configuration dictionary.

KerasUpsampling1D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Keras Upsampling1D layer support

KerasUpsampling1D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling1D

Constructor from parsed Keras layer configuration dictionary.

KerasUpsampling1D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling1D

Constructor from parsed Keras layer configuration dictionary.

KerasUpsampling2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Keras Upsampling2D layer support

KerasUpsampling2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling2D

Constructor from parsed Keras layer configuration dictionary.

KerasUpsampling2D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling2D

Constructor from parsed Keras layer configuration dictionary.

KerasUpsampling3D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Keras Upsampling3D layer support

KerasUpsampling3D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling3D

Constructor from parsed Keras layer configuration dictionary.

KerasUpsampling3D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasUpsampling3D

Constructor from parsed Keras layer configuration dictionary.

KerasZeroPadding1D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a Keras ZeroPadding 1D layer.

KerasZeroPadding1D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding1D

Constructor from parsed Keras layer configuration dictionary.

KerasZeroPadding1D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding1D

Constructor from parsed Keras layer configuration dictionary.

KerasZeroPadding2D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a Keras ZeroPadding 2D layer.

KerasZeroPadding2D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding2D

Constructor from parsed Keras layer configuration dictionary.

KerasZeroPadding2D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding2D

Constructor from parsed Keras layer configuration dictionary.

KerasZeroPadding3D - Class in org.deeplearning4j.nn.modelimport.keras.layers.convolutional

Imports a Keras ZeroPadding 3D layer.

KerasZeroPadding3D(Map<String, Object>) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding3D

Constructor from parsed Keras layer configuration dictionary.

KerasZeroPadding3D(Map<String, Object>, boolean) - Constructor for class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasZeroPadding3D

Constructor from parsed Keras layer configuration dictionary.

L

layer - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

layerName - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

layers - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

layersOrdered - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

M

mapActivation(String, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasActivationUtils

Map Keras to DL4J activation functions.

mapConstraint(String, KerasLayerConfiguration, Map<String, Object>) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasConstraintUtils

Map Keras to DL4J constraint.

mapLossFunction(String, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasLossUtils

Map Keras to DL4J loss functions.

mapPoolingDimensions(String, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPoolingUtils

Map Keras pooling layers to DL4J pooling dimensions.

mapPoolingType(String, KerasLayerConfiguration) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.pooling.KerasPoolingUtils

Map Keras pooling layers to DL4J pooling types.

mapWeightInitialization(String, KerasLayerConfiguration, Map<String, Object>, int) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasInitilizationUtils

Map Keras to DL4J weight initialization functions.

modelBuilder - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

modelBuilder() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasModel

modelHdf5Filename(String) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

modelJson - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

modelJson(String) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

modelJsonFilename(String) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

modelJsonInputStream(InputStream) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

modelYaml - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

modelYaml(String) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

modelYamlFilename(String) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

modelYamlInputStream(InputStream) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

N

numTrainableParams - Variable in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

O

org.deeplearning4j.nn.modelimport.keras - package org.deeplearning4j.nn.modelimport.keras

org.deeplearning4j.nn.modelimport.keras.config - package org.deeplearning4j.nn.modelimport.keras.config

org.deeplearning4j.nn.modelimport.keras.exceptions - package org.deeplearning4j.nn.modelimport.keras.exceptions

org.deeplearning4j.nn.modelimport.keras.layers - package org.deeplearning4j.nn.modelimport.keras.layers

org.deeplearning4j.nn.modelimport.keras.layers.advanced.activations - package org.deeplearning4j.nn.modelimport.keras.layers.advanced.activations

org.deeplearning4j.nn.modelimport.keras.layers.convolutional - package org.deeplearning4j.nn.modelimport.keras.layers.convolutional

org.deeplearning4j.nn.modelimport.keras.layers.core - package org.deeplearning4j.nn.modelimport.keras.layers.core

org.deeplearning4j.nn.modelimport.keras.layers.custom - package org.deeplearning4j.nn.modelimport.keras.layers.custom

org.deeplearning4j.nn.modelimport.keras.layers.embeddings - package org.deeplearning4j.nn.modelimport.keras.layers.embeddings

org.deeplearning4j.nn.modelimport.keras.layers.noise - package org.deeplearning4j.nn.modelimport.keras.layers.noise

org.deeplearning4j.nn.modelimport.keras.layers.normalization - package org.deeplearning4j.nn.modelimport.keras.layers.normalization

org.deeplearning4j.nn.modelimport.keras.layers.pooling - package org.deeplearning4j.nn.modelimport.keras.layers.pooling

org.deeplearning4j.nn.modelimport.keras.layers.recurrent - package org.deeplearning4j.nn.modelimport.keras.layers.recurrent

org.deeplearning4j.nn.modelimport.keras.layers.wrappers - package org.deeplearning4j.nn.modelimport.keras.layers.wrappers

org.deeplearning4j.nn.modelimport.keras.preprocessors - package org.deeplearning4j.nn.modelimport.keras.preprocessors

org.deeplearning4j.nn.modelimport.keras.utils - package org.deeplearning4j.nn.modelimport.keras.utils

outputLayerNames - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

outputTypes - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

P

parseJsonString(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelUtils

Convenience function for parsing JSON strings.

parseModelConfig(String, String) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelUtils

Parse Keras model configuration from JSON or YAML string representation

parseYamlString(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelUtils

Convenience function for parsing YAML strings.

PermutePreprocessor - Class in org.deeplearning4j.nn.modelimport.keras.preprocessors

Preprocessor to permute input data according to specified permutation indices.

PermutePreprocessor(int[]) - Constructor for class org.deeplearning4j.nn.modelimport.keras.preprocessors.PermutePreprocessor

preProcess(INDArray, int, LayerWorkspaceMgr) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.KerasFlattenRnnPreprocessor

preProcess(INDArray, int, LayerWorkspaceMgr) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.PermutePreprocessor

preProcess(INDArray, int, LayerWorkspaceMgr) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.ReshapePreprocessor

preProcess(INDArray, int, LayerWorkspaceMgr) - Method in class org.deeplearning4j.nn.modelimport.keras.preprocessors.TensorFlowCnnToFeedForwardPreProcessor

R

readAttributeAsFixedLengthString(String, int) - Method in class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

Read string attribute from group path.

readAttributeAsJson(String, String...) - Method in class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

Read JSON-formatted string attribute from group path.

readAttributeAsString(String, String...) - Method in class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

Read string attribute from group path.

readDataSet(String, String...) - Method in class org.deeplearning4j.nn.modelimport.keras.Hdf5Archive

Read data set as ND4J array from group path.

registerCustomLayer(String, Class<? extends KerasLayer>) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Register a custom layer

ReshapePreprocessor - Class in org.deeplearning4j.nn.modelimport.keras.preprocessors

Generic reshape preprocessor

ReshapePreprocessor(int[], int[]) - Constructor for class org.deeplearning4j.nn.modelimport.keras.preprocessors.ReshapePreprocessor

returnSequences - Variable in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

returnSequences - Variable in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

S

setInboundLayerNames(List<String>) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Set list of inbound layers.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Set weights for Keras layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasConvolution1D

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasDepthwiseConvolution2D

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.convolutional.KerasSeparableConvolution2D

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.core.KerasDense

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.embeddings.KerasEmbedding

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.normalization.KerasBatchNormalization

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

Set weights for layer.

setWeights(Map<String, INDArray>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.wrappers.KerasBidirectional

Set weights for Bidirectional layer.

T

TensorFlowCnnToFeedForwardPreProcessor - Class in org.deeplearning4j.nn.modelimport.keras.preprocessors

Specialized CnnToFeedForwardInputPreProcessor for use with Convolutional layers imported from Keras using the TensorFlow backend.

TensorFlowCnnToFeedForwardPreProcessor(int, int, int) - Constructor for class org.deeplearning4j.nn.modelimport.keras.preprocessors.TensorFlowCnnToFeedForwardPreProcessor

TensorFlowCnnToFeedForwardPreProcessor(int, int) - Constructor for class org.deeplearning4j.nn.modelimport.keras.preprocessors.TensorFlowCnnToFeedForwardPreProcessor

TensorFlowCnnToFeedForwardPreProcessor() - Constructor for class org.deeplearning4j.nn.modelimport.keras.preprocessors.TensorFlowCnnToFeedForwardPreProcessor

trainingArchive - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

trainingJson - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

trainingJson(String) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

trainingJsonInputStream(InputStream) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

truncatedBPTT - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

U

unroll - Variable in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasLstm

unroll - Variable in class org.deeplearning4j.nn.modelimport.keras.layers.recurrent.KerasSimpleRnn

UnsupportedKerasConfigurationException - Exception in org.deeplearning4j.nn.modelimport.keras.exceptions

Indicates that user is attempting to import a Keras model configuration that is not currently supported.

UnsupportedKerasConfigurationException(String) - Constructor for exception org.deeplearning4j.nn.modelimport.keras.exceptions.UnsupportedKerasConfigurationException

UnsupportedKerasConfigurationException(String, Throwable) - Constructor for exception org.deeplearning4j.nn.modelimport.keras.exceptions.UnsupportedKerasConfigurationException

UnsupportedKerasConfigurationException(Throwable) - Constructor for exception org.deeplearning4j.nn.modelimport.keras.exceptions.UnsupportedKerasConfigurationException

usesRegularization() - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Indicates whether layer uses regularization.

useTruncatedBPTT - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

V

valueOf(String) - Static method in enum org.deeplearning4j.nn.modelimport.keras.KerasLayer.DimOrder

Returns the enum constant of this type with the specified name.

values() - Static method in enum org.deeplearning4j.nn.modelimport.keras.KerasLayer.DimOrder

Returns an array containing the constants of this enum type, in the order they are declared.

vertex - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

W

weightL1Regularization - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

weightL2Regularization - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

weights - Variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

weightsArchive - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

weightsHdf5Filename(String) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

weightsHdf5FilenameNoRoot(String) - Method in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

weightsRoot - Variable in class org.deeplearning4j.nn.modelimport.keras.utils.KerasModelBuilder

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