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

B

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

C

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

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.TensorFlowCnnToFeedForwardPreProcessor

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

Copy Keras layer weights to DL4J Layer.

customLayers - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

D

decodePredictions(INDArray) - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

DIM_ORDERING_TENSORFLOW - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

DIM_ORDERING_THEANO - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

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

G

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

Get activation function from Keras layer configuration.

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

Get DL4J ActivationLayer.

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

Get DL4J BatchNormalizationLayer.

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

Get BatchNormalization axis from Keras layer configuration.

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

Get BatchNormalization "mode" from Keras layer configuration.

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

Get BatchNormalization beta regularizer from Keras layer configuration.

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

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

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

Get Keras layer class name.

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

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.

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

Get DL4J ConvolutionLayer.

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

Get convolution border mode from Keras layer configuration.

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

Get list of data sets from group path.

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

Get DL4J DenseLayer.

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

Get Keras layer backend dimension order.

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

Get dropout from Keras layer configuration.

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

Get DL4J DropoutLayer.

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

Get DL4J DenseLayer.

getEpsFromConfig(Map<String, Object>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

Get BatchNormalization epsilon parameter from Keras layer configuration.

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

Get LSTM forget gate bias initialization from Keras layer configuration.

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

Get BatchNormalization gamma regularizer from Keras layer configuration.

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

Get LSTM gate activation function from Keras layer configuration.

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

Get DL4J SubsamplingLayer.

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

Get DL4J GravesLSTMLayer.

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

Get list of groups from group path.

getH5FileName() - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

getH5URL() - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

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

Get list of inbound layers.

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

Get list of inbound layers from Keras layer configuration.

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

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.KerasFlatten

Gets appropriate DL4J InputPreProcessor for given InputTypes.

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

Gets appropriate DL4J InputPreProcessor for given InputTypes.

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

Get layer input shape.

getInputShape() - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

Shape of the input to the net, for a minibatch size of 1

getJSONFileName() - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

getJSONURL() - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

getKerasLayerFromConfig(Map<String, Object>) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Build KerasLayer from a Keras layer configuration.

getKerasLayerFromConfig(Map<String, Object>, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Build KerasLayer from a Keras layer configuration.

getKernelSizeFromConfig(Map<String, Object>) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get (convolution) kernel size from Keras layer configuration.

getLabel(int) - Static method in class org.deeplearning4j.nn.modelimport.keras.trainedmodels.Utils.ImageNetLabels

getLabels() - Static method in class org.deeplearning4j.nn.modelimport.keras.trainedmodels.Utils.ImageNetLabels

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

Get layer name from Keras layer configuration.

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

Get DL4J LRN.

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

Get DL4J LossLayer.

getMergeMode(Map<String, Object>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

getModelDir() - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

Name of the sub dir in the local cache associated with the model.

getMomentumFromConfig(Map<String, Object>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

Get BatchNormalization momentum parameter from Keras layer configuration.

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>) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

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.KerasBatchNormalization

Returns number of trainable parameters in layer.

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

Returns number of trainable parameters in layer.

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

Returns number of trainable parameters in layer.

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

Returns number of trainable parameters in layer.

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

Returns number of trainable parameters in layer.

getOuputShape() - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

Shape of the output NDArray from the net, for a minibatch size of 1

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.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.KerasActivation

Get layer output type.

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

Get layer output type.

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

Get layer output type.

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

Get layer output type.

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

Get layer output type.

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

Get layer output type.

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

Get layer output type.

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

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.KerasLstm

Get layer output type.

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

Get layer output type.

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

Get layer output type.

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

Get layer output type.

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

Get (convolution) padding from Keras layer configuration.

getPaddingFromConfig(Map<String, Object>) - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasZeroPadding

Get zero padding from Keras layer configuration.

getPreProcessor() - Method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

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

Get LSTM recurrent weight dropout from Keras layer configuration.

getRecurrentWeightInitFromConfig(Map<String, Object>, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

Get LSTM recurrent weight initialization from Keras layer configuration.

getStrideFromConfig(Map<String, Object>) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get (convolution) stride from Keras layer configuration.

getSubsamplingLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasPooling

Get DL4J SubsamplingLayer.

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

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.

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

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

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

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

Gets corresponding DL4J Vertex, if any.

getWeightInitFromConfig(Map<String, Object>, boolean) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get weight initialization from Keras layer configuration.

getWeightL1RegularizationFromConfig(Map<String, Object>, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

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

getWeightL2RegularizationFromConfig(Map<String, Object>, boolean) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Get L2 weight regularization (if any) from Keras weight regularization configuration.

getZeroPaddingLayer() - Method in class org.deeplearning4j.nn.modelimport.keras.layers.KerasZeroPadding

Get DL4J SubsamplingLayer.

H

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

Check whether group path contains string attribute.

HDF5_MODEL_CONFIG_ATTRIBUTE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

HDF5_MODEL_WEIGHTS_ROOT - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

HDF5_TRAINING_CONFIG_ATTRIBUTE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasModel

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

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

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

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

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

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

Helper method called from constructor.

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

Store weights to import with each associated Keras layer.

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

Helper method called from constructor.

helperPrepareLayers(List<Object>) - Method in class org.deeplearning4j.nn.modelimport.keras.KerasModel

Helper method called from constructor.

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

I

ImageNetLabels - Class in org.deeplearning4j.nn.modelimport.keras.trainedmodels.Utils

Helper class with a static method that returns the label description

ImageNetLabels() - Constructor for class org.deeplearning4j.nn.modelimport.keras.trainedmodels.Utils.ImageNetLabels

importFunctionalApiConfig(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.ModelConfiguration

Deprecated.

Use KerasModel instead

importFunctionalApiConfigFromFile(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.ModelConfiguration

Deprecated.

Use KerasModelImport.importKerasModelConfiguration(java.lang.String, boolean) instead

importFunctionalApiConfigFromInputStream(InputStream) - Static method in class org.deeplearning4j.nn.modelimport.keras.ModelConfiguration

Deprecated.

importFunctionalApiModel(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasModelAndWeights(java.io.InputStream, boolean) instead

importFunctionalApiModel(String, String) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasModelAndWeights(java.io.InputStream, boolean) instead

importFunctionalApiModelInputStream(InputStream) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasModelAndWeights(java.io.InputStream, boolean) instead

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, 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, 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(...).

importModel(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasModelAndWeights(java.io.InputStream, boolean) instead

importModel(String, String) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasModelAndWeights(java.io.InputStream, boolean) instead

importModelInputStream(InputStream) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasModelAndWeights(java.io.InputStream, boolean) instead

importSequentialModel(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasSequentialModelAndWeights(java.io.InputStream, boolean) instead

importSequentialModel(String, String) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasSequentialModelAndWeights(java.io.InputStream, boolean) instead

importSequentialModelConfig(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.ModelConfiguration

Deprecated.

Use KerasSequentialModel instead

importSequentialModelConfigFromFile(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.ModelConfiguration

Deprecated.

Use KerasModelImport.importKerasSequentialConfiguration(java.lang.String, boolean) instead

importSequentialModelConfigFromInputStream(InputStream) - Static method in class org.deeplearning4j.nn.modelimport.keras.ModelConfiguration

Deprecated.

importSequentialModelInputStream(InputStream) - Static method in class org.deeplearning4j.nn.modelimport.keras.Model

Deprecated.

Use KerasModelImport.importKerasSequentialModelAndWeights(java.io.InputStream, boolean) instead

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

INIT_GLOROT_NORMAL - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_GLOROT_UNIFORM - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_HE_NORMAL - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_HE_UNIFORM - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_IDENTITY - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_LECUN_UNIFORM - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_NORMAL - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_ORTHOGONAL - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_UNIFORM - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

INIT_ZERO - Static 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

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

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.InvalidKerasConfigurationException

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

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

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

KERAS_ACTIVATION_HARD_SIGMOID - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_ACTIVATION_LINEAR - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_ACTIVATION_RELU - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_ACTIVATION_SIGMOID - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_ACTIVATION_SOFTMAX - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_ACTIVATION_SOFTPLUS - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_ACTIVATION_SOFTSIGN - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_ACTIVATION_TANH - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_CLASS_NAME_LOSS - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLoss

KERAS_LOSS_BINARY_CROSSENTROPY - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_CATEGORICAL_CROSSENTROPY - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_COSINE_PROXIMITY - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_HINGE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_KLD - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_KULLBACK_LEIBLER_DIVERGENCE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_MAE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_MAPE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_MEAN_ABSOLUTE_ERROR - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_MEAN_ABSOLUTE_PERCENTAGE_ERROR - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_MEAN_SQUARED_ERROR - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_MEAN_SQUARED_LOGARITHMIC_ERROR - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_MSE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_MSLE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_POISSON - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_SPARSE_CATEGORICAL_CROSSENTROPY - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_LOSS_SQUARED_HINGE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

KERAS_PARAM_NAME_B - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasConvolution

KERAS_PARAM_NAME_B - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasDense

KERAS_PARAM_NAME_B - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasEmbedding

KERAS_PARAM_NAME_B_C - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_B_F - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_B_I - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_B_O - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_U_C - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_U_F - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_U_I - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_U_O - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_W - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasConvolution

KERAS_PARAM_NAME_W - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasDense

KERAS_PARAM_NAME_W - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasEmbedding

KERAS_PARAM_NAME_W_C - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_W_F - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_W_I - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

KERAS_PARAM_NAME_W_O - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

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

Imports an Activation layer from Keras.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

Imports a BatchNormalization layer from Keras.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

Imports a Convolution layer from Keras.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

Imports a Dense layer from Keras.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

Imports a Dropout layer from Keras.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

Imports an Embedding layer from Keras.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

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

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

Imports a Keras Pooling layer as a DL4J Subsampling layer.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

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

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.

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

Imports a Keras LSTM layer as a DL4J GravesLSTM layer.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

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

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

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

Constructor from parsed Keras layer configuration dictionary.

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

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

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

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.

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

Imports a Keras Pooling layer as a DL4J Subsampling layer.

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

Constructor from parsed Keras layer configuration dictionary.

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

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

(Recommended) Builder-pattern constructor for Sequential model.

KerasSequentialModel(String, String, Hdf5Archive, String, String, Hdf5Archive, boolean) - 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

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

Imports a Keras ZeroPadding layer as a DL4J Subsampling layer with kernel size 1 and stride 1.

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

Constructor from parsed Keras layer configuration dictionary.

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

Constructor from parsed Keras layer configuration dictionary.

L

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

LAYER_BATCHNORM_MODE_1 - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

LAYER_BATCHNORM_MODE_2 - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

LAYER_BORDER_MODE_FULL - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_BORDER_MODE_SAME - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_BORDER_MODE_VALID - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_ACTIVATION - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_AVERAGE_POOLING_1D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_AVERAGE_POOLING_2D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_BATCHNORMALIZATION - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_CONVOLUTION_1D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_CONVOLUTION_2D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_DENSE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_DROPOUT - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_EMBEDDING - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_FLATTEN - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_1D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_GLOBAL_AVERAGE_POOLING_2D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_GLOBAL_MAX_POOLING_1D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_GLOBAL_MAX_POOLING_2D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_INPUT - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_LSTM - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_MAX_POOLING_1D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_MAX_POOLING_2D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_MERGE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_TIME_DISTRIBUTED - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_TIME_DISTRIBUTED_DENSE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_ZERO_PADDING_1D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_CLASS_NAME_ZERO_PADDING_2D - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_ACTIVATION - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_AXIS - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

LAYER_FIELD_B_REGULARIZER - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_BATCH_INPUT_SHAPE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_BETA_REGULARIZER - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

LAYER_FIELD_BORDER_MODE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_CLASS_NAME - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_CONFIG - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_DIM_ORDERING - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_DROPOUT - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_DROPOUT_U - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

LAYER_FIELD_DROPOUT_W - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_EPSILON - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

LAYER_FIELD_FORGET_BIAS_INIT - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

LAYER_FIELD_GAMMA_REGULARIZER - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

LAYER_FIELD_INBOUND_NODES - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_INIT - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_INNER_ACTIVATION - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

LAYER_FIELD_INNER_INIT - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

LAYER_FIELD_INPUT_DIM - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasEmbedding

LAYER_FIELD_LAYER - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_MODE - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

LAYER_FIELD_MODE - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

LAYER_FIELD_MOMENTUM - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

LAYER_FIELD_NAME - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_NB_COL - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_NB_FILTER - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_NB_ROW - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_OUTPUT_DIM - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_PADDING - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasZeroPadding

LAYER_FIELD_POOL_SIZE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_STRIDES - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_SUBSAMPLE - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_FIELD_UNROLL - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

LAYER_FIELD_W_REGULARIZER - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

LAYER_MERGE_MODE_AVE - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

LAYER_MERGE_MODE_CONCAT - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

LAYER_MERGE_MODE_COS - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

LAYER_MERGE_MODE_DOT - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

LAYER_MERGE_MODE_MAX - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

LAYER_MERGE_MODE_MUL - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

LAYER_MERGE_MODE_SUM - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasMerge

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

loadModel() - Method in class org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModelHelper

Deprecated.

logger - Static variable in class org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModelHelper

Deprecated.

LSTM_FORGET_BIAS_INIT_ONE - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

LSTM_FORGET_BIAS_INIT_ZERO - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

M

mapActivation(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Map Keras to DL4J activation functions.

mapLossFunction(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Map Keras to DL4J loss functions.

mapPoolingDimensions(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Map Keras pooling layers to DL4J pooling dimensions.

mapPoolingType(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Map Keras pooling layers to DL4J pooling types.

mapWeightInitialization(String) - Static method in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

Map Keras to DL4J weight initialization functions.

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

Deprecated.

Use KerasModelImport instead.

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

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

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

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

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

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

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

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

Deprecated.

Use KerasModelImport instead.

N

NO_TRUNCATED_BPTT - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasInput

NUM_TRAINABLE_PARAMS - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

NUM_TRAINABLE_PARAMS - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasConvolution

NUM_TRAINABLE_PARAMS - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasDense

NUM_TRAINABLE_PARAMS - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasEmbedding

NUM_TRAINABLE_PARAMS - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

NUM_WEIGHTS_IN_KERAS_LSTM - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasLstm

O

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

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

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

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

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

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

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

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

P

PARAM_NAME_BETA - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

PARAM_NAME_GAMMA - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

PARAM_NAME_RUNNING_MEAN - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

PARAM_NAME_RUNNING_STD - Static variable in class org.deeplearning4j.nn.modelimport.keras.layers.KerasBatchNormalization

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

Convenience function for parsing JSON strings.

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

Convenience function for parsing JSON strings.

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

R

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

Read JSON-formatted 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

REGULARIZATION_TYPE_L1 - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

REGULARIZATION_TYPE_L2 - Static variable in class org.deeplearning4j.nn.modelimport.keras.KerasLayer

S

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

Set Keras layer backend dimension order.

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

Set list of inbound layers.

setPathToH5(String) - Method in class org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModelHelper

Deprecated.

setPathToJSON(String) - Method in class org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModelHelper

Deprecated.

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.KerasBatchNormalization

Set weights for layer.

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

Set weights for layer.

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

Set weights for layer.

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

Set weights for layer.

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

Set weights for 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

TrainedModelHelper - Class in org.deeplearning4j.nn.modelimport.keras.trainedmodels

Deprecated.

Please use the new module deeplearning4j-zoo and instantiate pretrained models from the zoo directly.

TrainedModelHelper(TrainedModels) - Constructor for class org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModelHelper

Deprecated.

TrainedModels - Enum in org.deeplearning4j.nn.modelimport.keras.trainedmodels

Deprecated.

Please use the new module deeplearning4j-zoo and instantiate pretrained models from the zoo directly.

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

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

U

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

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

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.UnsupportedKerasConfigurationException

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

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

valueOf(String) - Static method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

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.

values() - Static method in enum org.deeplearning4j.nn.modelimport.keras.trainedmodels.TrainedModels

Deprecated.

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

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