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A

AbstractLSTMLayerSpace<T extends org.deeplearning4j.nn.conf.layers.AbstractLSTM> - Class in org.deeplearning4j.arbiter.layers
Layer space for LSTM layers
AbstractLSTMLayerSpace(AbstractLSTMLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace
 
AbstractLSTMLayerSpace.Builder<T> - Class in org.deeplearning4j.arbiter.layers
 
activation(Activation) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
activation(ParameterSpace<Activation>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
activation(Activation) - Method in class org.deeplearning4j.arbiter.layers.ActivationLayerSpace.Builder
 
activation(IActivation) - Method in class org.deeplearning4j.arbiter.layers.ActivationLayerSpace.Builder
 
activation(ParameterSpace<Activation>) - Method in class org.deeplearning4j.arbiter.layers.ActivationLayerSpace.Builder
 
activation(Activation...) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
activation(Activation) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
activation(IActivation) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
activation(ParameterSpace<Activation>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
activation(Activation) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
activation(IActivation) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
activation(ParameterSpace<Activation>) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
activationFn(ParameterSpace<IActivation>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
activationFn(ParameterSpace<IActivation>) - Method in class org.deeplearning4j.arbiter.layers.ActivationLayerSpace.Builder
 
activationFn(ParameterSpace<IActivation>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
activationFn(ParameterSpace<IActivation>) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
activationFunction - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
activationFunction - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
activationFunction - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
ActivationLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer space for ActivationLayer
ActivationLayerSpace(ActivationLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.ActivationLayerSpace
 
ActivationLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
ActivationParameterSpaceAdapter - Class in org.deeplearning4j.arbiter.adapter
A simple class to adapt a Activation parameter space to a IActivation parameter space
ActivationParameterSpaceAdapter(ParameterSpace<Activation>) - Constructor for class org.deeplearning4j.arbiter.adapter.ActivationParameterSpaceAdapter
 
AdaGradSpace - Class in org.deeplearning4j.arbiter.conf.updater
 
AdaGradSpace(ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.AdaGradSpace
 
AdaGradSpace(ParameterSpace<Double>, ParameterSpace<ISchedule>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.AdaGradSpace
 
AdaMaxSpace - Class in org.deeplearning4j.arbiter.conf.updater
 
AdaMaxSpace(ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.AdaMaxSpace
 
AdaMaxSpace(ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.AdaMaxSpace
 
AdaMaxSpace(ParameterSpace<Double>, ParameterSpace<ISchedule>, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.AdaMaxSpace
 
AdamSpace - Class in org.deeplearning4j.arbiter.conf.updater
 
AdamSpace(ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.AdamSpace
 
AdamSpace(ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.AdamSpace
 
AdamSpace(ParameterSpace<Double>, ParameterSpace<ISchedule>, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.AdamSpace
 
addInputs(String...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
addLayer(String, LayerSpace<? extends Layer>, String...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
addLayer(String, LayerSpace<? extends Layer>, InputPreProcessor, String...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
addLayer(LayerSpace<?>) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
addLayer(LayerSpace<? extends Layer>, ParameterSpace<Integer>, boolean) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
Deprecated.
addLayer(LayerSpace<? extends Layer>, ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
addVertex(String, GraphVertex, String...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
allParamConstraints - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
alpha(double) - Method in class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace.Builder
 
alpha(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace.Builder
 
alpha(double) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
alpha(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
AlphaDropoutSpace - Class in org.deeplearning4j.arbiter.dropout
 
AlphaDropoutSpace(double) - Constructor for class org.deeplearning4j.arbiter.dropout.AlphaDropoutSpace
 
AutoEncoderLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer space for autoencoder layers
AutoEncoderLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 

B

backpropType - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
backpropType(BackpropType) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
backpropType(ParameterSpace<BackpropType>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
BaseConvolutionLayerSpace<T extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer> - Class in org.deeplearning4j.arbiter.layers
Layer space for convolutional layers
BaseConvolutionLayerSpace(BaseConvolutionLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
BaseConvolutionLayerSpace.Builder<T> - Class in org.deeplearning4j.arbiter.layers
 
BaseLayerSpace<L extends org.deeplearning4j.nn.conf.layers.BaseLayer> - Class in org.deeplearning4j.arbiter.layers
BaseLayerSpace contains the common Layer hyperparameters; should match BaseLayer in terms of features
BaseLayerSpace(BaseLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
BaseLayerSpace.Builder<T> - Class in org.deeplearning4j.arbiter.layers
 
BaseNetScoreFunction - Class in org.deeplearning4j.arbiter.scoring.impl
Created by Alex on 23/07/2017.
BaseNetScoreFunction() - Constructor for class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
BaseNetworkSpace<T> - Class in org.deeplearning4j.arbiter
This is an abstract ParameterSpace for both MultiLayerNetworks (MultiLayerSpace) and ComputationGraph (ComputationGraphSpace)
BaseNetworkSpace(BaseNetworkSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.BaseNetworkSpace
 
BaseNetworkSpace() - Constructor for class org.deeplearning4j.arbiter.BaseNetworkSpace
 
BaseNetworkSpace.Builder<T extends BaseNetworkSpace.Builder<T>> - Class in org.deeplearning4j.arbiter
 
BaseNetworkSpace.LayerConf - Class in org.deeplearning4j.arbiter
 
BaseOutputLayerSpace<L extends org.deeplearning4j.nn.conf.layers.BaseOutputLayer> - Class in org.deeplearning4j.arbiter.layers
 
BaseOutputLayerSpace(BaseOutputLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace
 
BaseOutputLayerSpace.Builder<T> - Class in org.deeplearning4j.arbiter.layers
 
BasePretrainNetworkLayerSpace<L extends org.deeplearning4j.nn.conf.layers.BasePretrainNetwork> - Class in org.deeplearning4j.arbiter.layers
 
BasePretrainNetworkLayerSpace(BasePretrainNetworkLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace
 
BasePretrainNetworkLayerSpace.Builder<T> - Class in org.deeplearning4j.arbiter.layers
 
BaseUpdaterSpace - Class in org.deeplearning4j.arbiter.conf.updater
 
BaseUpdaterSpace() - Constructor for class org.deeplearning4j.arbiter.conf.updater.BaseUpdaterSpace
 
BatchNormalizationSpace - Class in org.deeplearning4j.arbiter.layers
LayerSpace for batch normalization layers
BatchNormalizationSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
beta - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
beta - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
beta(double) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
beta(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
beta(double) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
beta(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
betaConstraints - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
biasConstraints - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
biasInit - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
biasInit(double) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
biasInit(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
biasInit - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
biasInit - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
biasInit(double) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
biasInit(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
biasUpdater - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
biasUpdater(IUpdater) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
biasUpdater(ParameterSpace<IUpdater>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
biasUpdater - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
biasUpdater - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
biasUpdater(IUpdater) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
biasUpdater(ParameterSpace<IUpdater>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
Bidirectional - Class in org.deeplearning4j.arbiter.layers
Bidirectional layer wrapper.
Bidirectional(LayerSpace<?>) - Constructor for class org.deeplearning4j.arbiter.layers.Bidirectional
 
build() - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.ActivationLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.Deconvolution2DLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.DenseLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.GravesBidirectionalLSTMLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.GravesLSTMLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.LayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.LSTMLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.OutputLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.RnnOutputLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
build() - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.ActivationLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.Deconvolution2DLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.DenseLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.DropoutLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.GravesBidirectionalLSTMLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.GravesLSTMLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.LayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.LSTMLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.OutputLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.RnnOutputLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
Builder() - Constructor for class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 

C

CenterLossOutputLayerSpace - Class in org.deeplearning4j.arbiter.layers
 
CenterLossOutputLayerSpace(CenterLossOutputLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace
 
CenterLossOutputLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
ClassificationEvaluator - Class in org.deeplearning4j.arbiter.evaluator.multilayer
A model evaluator for doing additional evaluation (classification evaluation) for a MultiLayerNetwork given a DataSetIterator
ClassificationEvaluator() - Constructor for class org.deeplearning4j.arbiter.evaluator.multilayer.ClassificationEvaluator
 
collapseDimensions - Variable in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
collapseDimensions(boolean) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
collapseDimensions(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
collapseDimensions - Variable in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.conf.dropout.DropoutSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.conf.updater.BaseUpdaterSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.ExponentialScheduleSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.InverseScheduleSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.PolyScheduleSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.SigmoidScheduleSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.StepScheduleSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.dropout.AlphaDropoutSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.dropout.DropoutSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.dropout.GaussianDropoutSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.dropout.GaussianNoiseSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.layers.Bidirectional
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.layers.fixed.FixedLayerSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.layers.LayerSpace
 
collectLeaves() - Method in class org.deeplearning4j.arbiter.MultiLayerSpace
 
ComputationGraphSpace - Class in org.deeplearning4j.arbiter
ComputationGraphSpace: Defines the space of valid hyperparameters for a ComputationGraph.
ComputationGraphSpace(ComputationGraphSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.ComputationGraphSpace
 
ComputationGraphSpace.Builder - Class in org.deeplearning4j.arbiter
 
ComputationGraphSpace.VertexConf - Class in org.deeplearning4j.arbiter
 
ComputationGraphTaskCreator - Class in org.deeplearning4j.arbiter.task
Task creator for ComputationGraph
ComputationGraphTaskCreator(ModelEvaluator) - Constructor for class org.deeplearning4j.arbiter.task.ComputationGraphTaskCreator
 
configureR - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
configureR(boolean) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
configureR(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
configureR - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace
 
constrainAll - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainAll - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
constrainAllParams(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
constrainAllParams(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
constrainAllParams(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainAllParams(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainBeta(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
constrainBeta(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
constrainBeta - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
constrainBias(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
constrainBias(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
constrainBias - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainBias(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainBias(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainBias - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
constrainGamma(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
constrainGamma(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
constrainGamma - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
constrainPointWise(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace.Builder
 
constrainPointWise(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace.Builder
 
constrainWeights(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
constrainWeights(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
constrainWeights - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainWeights(LayerConstraint...) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainWeights(ParameterSpace<List<LayerConstraint>>) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
constrainWeights - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
convertValue(Activation) - Method in class org.deeplearning4j.arbiter.adapter.ActivationParameterSpaceAdapter
 
convertValue(LossFunctions.LossFunction) - Method in class org.deeplearning4j.arbiter.adapter.LossFunctionParameterSpaceAdapter
 
ConvolutionLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer space for convolutional layers
ConvolutionLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
convolutionMode(ConvolutionMode) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
convolutionMode(ParameterSpace<ConvolutionMode>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
convolutionMode - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
convolutionMode - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
convolutionMode(ConvolutionMode) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
convolutionMode(ParameterSpace<ConvolutionMode>) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
convolutionMode - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
convolutionMode - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
convolutionMode(ConvolutionMode) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
convolutionMode(ParameterSpace<ConvolutionMode>) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
convolutionMode - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
convolutionMode - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
convolutionMode(ConvolutionMode) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
convolutionMode(ParameterSpace<ConvolutionMode>) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
convolutionMode - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
corruptionLevel(double) - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace.Builder
 
corruptionLevel(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace.Builder
 
create(Candidate, DataProvider, ScoreFunction, List<StatusListener>, IOptimizationRunner) - Method in class org.deeplearning4j.arbiter.task.ComputationGraphTaskCreator
 
create(Candidate, Class<? extends DataSource>, Properties, ScoreFunction, List<StatusListener>, IOptimizationRunner) - Method in class org.deeplearning4j.arbiter.task.ComputationGraphTaskCreator
 
create(Candidate, DataProvider, ScoreFunction, List<StatusListener>, IOptimizationRunner) - Method in class org.deeplearning4j.arbiter.task.MultiLayerNetworkTaskCreator
 
create(Candidate, Class<? extends DataSource>, Properties, ScoreFunction, List<StatusListener>, IOptimizationRunner) - Method in class org.deeplearning4j.arbiter.task.MultiLayerNetworkTaskCreator
 

D

DataSetIteratorFactoryProvider - Class in org.deeplearning4j.arbiter.data
This is a DataProvider for an DataSetIteratorFactory which based on a key of FACTORY_KEY will create DataSetIterator for use with arbiter.
DataSetIteratorFactoryProvider() - Constructor for class org.deeplearning4j.arbiter.data.DataSetIteratorFactoryProvider
 
decay - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
decay(double) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
decay(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
decay - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
decoderLayerSizes(int...) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
decoderLayerSizes(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
Deconvolution2DLayerSpace - Class in org.deeplearning4j.arbiter.layers
 
Deconvolution2DLayerSpace(Deconvolution2DLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.Deconvolution2DLayerSpace
 
Deconvolution2DLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
DenseLayerSpace - Class in org.deeplearning4j.arbiter.layers
layer hyperparameter configuration space for dense layers (i.e., multi-layer perceptron layers)
DenseLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
depthMultiplier(int) - Method in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace.Builder
 
depthMultiplier(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace.Builder
 
dilation - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
dilation(int...) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
dilation(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
dilation - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
dilation - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
dilation(int...) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
dilation(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
dilation - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
dilation - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
dilation(int...) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
dilation(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
dilation - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
dist(Distribution) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
dist(ParameterSpace<Distribution>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
dist - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
dist - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
dist(Distribution) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
dist(ParameterSpace<Distribution>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
dist - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
DL4JArbiterStatusReportingListener - Class in org.deeplearning4j.arbiter.listener
A simple DL4J Iteration listener that calls Arbiter's status listeners
DL4JArbiterStatusReportingListener() - Constructor for class org.deeplearning4j.arbiter.listener.DL4JArbiterStatusReportingListener
 
DL4JConfiguration - Class in org.deeplearning4j.arbiter
DL4JConfiguration: simple configuration method that contains the following:
- MultiLayerConfiguration
- Early stopping settings, OR number of epochs
Note: if early stopping configuration is absent, a fixed number of epochs (default: 1) will be used.
DL4JConfiguration() - Constructor for class org.deeplearning4j.arbiter.DL4JConfiguration
 
dropOut(double) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
dropOut(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
dropOut(double) - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace.Builder
 
dropOut(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace.Builder
 
dropOut - Variable in class org.deeplearning4j.arbiter.layers.LayerSpace.Builder
 
dropOut(double) - Method in class org.deeplearning4j.arbiter.layers.LayerSpace.Builder
 
dropOut(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.LayerSpace.Builder
 
dropOut - Variable in class org.deeplearning4j.arbiter.layers.LayerSpace
 
DropoutLayerSpace - Class in org.deeplearning4j.arbiter.layers
 
DropoutLayerSpace(ParameterSpace<IDropout>) - Constructor for class org.deeplearning4j.arbiter.layers.DropoutLayerSpace
 
DropoutLayerSpace(DropoutLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.DropoutLayerSpace
 
DropoutLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
DropoutSpace - Class in org.deeplearning4j.arbiter.conf.dropout
 
DropoutSpace() - Constructor for class org.deeplearning4j.arbiter.conf.dropout.DropoutSpace
 
DropoutSpace - Class in org.deeplearning4j.arbiter.dropout
 
DropoutSpace(double) - Constructor for class org.deeplearning4j.arbiter.dropout.DropoutSpace
 
duplicateConfig - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace.LayerConf
 

E

earlyStoppingConfiguration - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
earlyStoppingConfiguration(EarlyStoppingConfiguration<ComputationGraph>) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
Early stopping configuration (optional).
earlyStoppingConfiguration - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
earlyStoppingConfiguration - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
earlyStoppingConfiguration(EarlyStoppingConfiguration<MultiLayerNetwork>) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
Early stopping configuration (optional).
earlyStoppingConfiguration - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace
 
EmbeddingLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer hyperparameter configuration space for EmbeddingLayer
EmbeddingLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
encoderLayerSizes(int...) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
encoderLayerSizes(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
eps - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
eps(double) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
eps(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
eps - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
eps - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
eps(double) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
eps(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
eps - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
evaluateModel(Object, DataProvider) - Method in class org.deeplearning4j.arbiter.evaluator.multilayer.ClassificationEvaluator
 
evaluateModel(Object, DataProvider) - Method in class org.deeplearning4j.arbiter.evaluator.multilayer.RegressionDataEvaluator
 
EvaluationScoreFunction - Class in org.deeplearning4j.arbiter.scoring.impl
Score function that calculates an evaluation Evaluation.Metric on the test set for a MultiLayerNetwork or ComputationGraph
EvaluationScoreFunction(Evaluation.Metric) - Constructor for class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
EvaluationScoreFunction(Evaluation.Metric) - Constructor for class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
ExponentialScheduleSpace - Class in org.deeplearning4j.arbiter.conf.updater.schedule
 
ExponentialScheduleSpace(ScheduleType, ParameterSpace<Double>, double) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.ExponentialScheduleSpace
 
ExponentialScheduleSpace(ScheduleType, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.ExponentialScheduleSpace
 

F

FACTORY_KEY - Static variable in class org.deeplearning4j.arbiter.data.DataSetIteratorFactoryProvider
 
FeedForwardLayerSpace<L extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer> - Class in org.deeplearning4j.arbiter.layers
 
FeedForwardLayerSpace(FeedForwardLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
FeedForwardLayerSpace.Builder<T> - Class in org.deeplearning4j.arbiter.layers
 
FileModelSaver - Class in org.deeplearning4j.arbiter.saver.local
Basic MultiLayerNetwork saver.
FileModelSaver(String) - Constructor for class org.deeplearning4j.arbiter.saver.local.FileModelSaver
 
FileModelSaver(File) - Constructor for class org.deeplearning4j.arbiter.saver.local.FileModelSaver
 
FixedLayerSpace<T extends org.deeplearning4j.nn.conf.layers.Layer> - Class in org.deeplearning4j.arbiter.layers.fixed
A layer space that wraps a DL4J layer, without any optimizable hyperparameters
FixedLayerSpace() - Constructor for class org.deeplearning4j.arbiter.layers.fixed.FixedLayerSpace
 
forgetGateBiasInit(double) - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace.Builder
 
forgetGateBiasInit(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace.Builder
 
forgetGateBiasInit - Variable in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace
 
forgetGateBiasInit(double) - Method in class org.deeplearning4j.arbiter.layers.GravesBidirectionalLSTMLayerSpace.Builder
 
forgetGateBiasInit(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.GravesBidirectionalLSTMLayerSpace.Builder
 
fromJson(String) - Static method in class org.deeplearning4j.arbiter.ComputationGraphSpace
Instantiate a computation graph space from a raw json string
fromJson(String) - Static method in class org.deeplearning4j.arbiter.MultiLayerSpace
 
fromYaml(String) - Static method in class org.deeplearning4j.arbiter.ComputationGraphSpace
Instantiate a computation graph space from a raw yaml string
fromYaml(String) - Static method in class org.deeplearning4j.arbiter.MultiLayerSpace
 

G

gamma - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
gamma(double) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
gamma(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
gamma - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
gammaConstraints - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
gateActivation(ParameterSpace<Activation>) - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace.Builder
 
gateActivationFn(Activation) - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace.Builder
 
gateActivationFn(IActivation) - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace.Builder
 
gateActivationFn(ParameterSpace<IActivation>) - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace.Builder
 
gateActivationFn - Variable in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace
 
GaussianDropoutSpace - Class in org.deeplearning4j.arbiter.dropout
 
GaussianDropoutSpace(double) - Constructor for class org.deeplearning4j.arbiter.dropout.GaussianDropoutSpace
 
GaussianNoiseSpace - Class in org.deeplearning4j.arbiter.dropout
 
GaussianNoiseSpace(double) - Constructor for class org.deeplearning4j.arbiter.dropout.GaussianNoiseSpace
 
getDataType() - Method in class org.deeplearning4j.arbiter.data.DataSetIteratorFactoryProvider
 
getDataType() - Method in class org.deeplearning4j.arbiter.data.MnistDataProvider
 
getEvaluation(MultiLayerNetwork, DataSetIterator) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
 
getEvaluation(ComputationGraph, MultiDataSetIterator) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Get the evaluation for the given model and test dataset
getEvaluation(ComputationGraph, DataSetIterator) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Get the evaluation for the given model and test dataset
getIterator(Object) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Get a DataSetIterator from the given object whether it's a DataSetIterator or DataSetIteratorFactory, any other type will throw an IllegalArgumentException
getLayerSpace(int) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace
 
getMultiIterator(Object) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Get a DataSetIterator from the given object whether it's a DataSetIterator or DataSetIteratorFactory, any other type will throw an IllegalArgumentException
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.ExponentialScheduleSpace
 
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.InverseScheduleSpace
 
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.PolyScheduleSpace
 
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.SigmoidScheduleSpace
 
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.StepScheduleSpace
 
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.dropout.AlphaDropoutSpace
 
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.dropout.DropoutSpace
 
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.dropout.GaussianDropoutSpace
 
getNestedSpaces() - Method in class org.deeplearning4j.arbiter.dropout.GaussianNoiseSpace
 
getResult() - Method in class org.deeplearning4j.arbiter.saver.local.LocalFileNetResultReference
 
getResultModel() - Method in class org.deeplearning4j.arbiter.saver.local.LocalFileNetResultReference
 
getScoreFromRegressionEval(RegressionEvaluation, RegressionValue) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Deprecated.
getSupportedCandidateTypes() - Method in class org.deeplearning4j.arbiter.saver.local.FileModelSaver
 
getSupportedDataTypes() - Method in class org.deeplearning4j.arbiter.evaluator.multilayer.ClassificationEvaluator
 
getSupportedDataTypes() - Method in class org.deeplearning4j.arbiter.evaluator.multilayer.RegressionDataEvaluator
 
getSupportedDataTypes() - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
getSupportedModelTypes() - Method in class org.deeplearning4j.arbiter.evaluator.multilayer.ClassificationEvaluator
 
getSupportedModelTypes() - Method in class org.deeplearning4j.arbiter.evaluator.multilayer.RegressionDataEvaluator
 
getSupportedModelTypes() - Method in class org.deeplearning4j.arbiter.saver.local.FileModelSaver
 
getSupportedModelTypes() - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.dropout.DropoutSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.AdaGradSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.AdaMaxSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.AdamSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.NadamSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.RmsPropSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.ExponentialScheduleSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.InverseScheduleSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.PolyScheduleSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.SigmoidScheduleSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.StepScheduleSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.conf.updater.SgdSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.dropout.AlphaDropoutSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.dropout.DropoutSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.dropout.GaussianDropoutSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.dropout.GaussianNoiseSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.ActivationLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.Bidirectional
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.Deconvolution2DLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.DenseLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.fixed.FixedLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.GravesBidirectionalLSTMLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.GravesLSTMLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.LSTMLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.OutputLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.RnnOutputLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace
 
getValue(double[]) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace
 
GlobalPoolingLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer space for a GlobalPoolingLayer
GlobalPoolingLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
gradientNormalization(GradientNormalization) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
gradientNormalization(ParameterSpace<GradientNormalization>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
gradientNormalization - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
gradientNormalization - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
gradientNormalization(GradientNormalization) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
gradientNormalization(ParameterSpace<GradientNormalization>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
gradientNormalization - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
gradientNormalizationThreshold(double) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
gradientNormalizationThreshold(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
gradientNormalizationThreshold - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
gradientNormalizationThreshold - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
gradientNormalizationThreshold(double) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
gradientNormalizationThreshold(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
gradientNormalizationThreshold - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
GraphConfiguration - Class in org.deeplearning4j.arbiter
Analogous to DL4JConfiguration, GraphConfiguration includes a configuration for ComputationGraphs, as well as early stopping (or, optionally numEpochs) fields.
GraphConfiguration() - Constructor for class org.deeplearning4j.arbiter.GraphConfiguration
 
graphVertex - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.VertexConf
 
GravesBidirectionalLSTMLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer space for Bidirectional LSTM layers
GravesBidirectionalLSTMLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
GravesLSTMLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer space for LSTM layers
GravesLSTMLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 

H

hasBias - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
hasBias(boolean) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
hasBias(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
hasBias - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
hasBias - Variable in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
hasBias(boolean) - Method in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
hasBias(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
hasBias - Variable in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace
 
hasBias - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
hasBias(boolean) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
hasBias(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
hasBias - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
hasBias - Variable in class org.deeplearning4j.arbiter.layers.DenseLayerSpace.Builder
 
hasBias(boolean) - Method in class org.deeplearning4j.arbiter.layers.DenseLayerSpace.Builder
 
hasBias(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.DenseLayerSpace.Builder
 
hasBias - Variable in class org.deeplearning4j.arbiter.layers.DenseLayerSpace
 
hasBias - Variable in class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace.Builder
 
hasBias(boolean) - Method in class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace.Builder
 
hasBias(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace.Builder
 
hiddenLayerSize - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
hiddenLayerSize(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
hiddenLayerSize(int) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
hiddenLayerSize - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace
 

I

idropOut(IDropout) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
idropOut(ParameterSpace<IDropout>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
iDropOut(ParameterSpace<IDropout>) - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace.Builder
 
iDropOut(ParameterSpace<IDropout>) - Method in class org.deeplearning4j.arbiter.layers.LayerSpace.Builder
 
iLossFunction(ILossFunction) - Method in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
iLossFunction(ParameterSpace<ILossFunction>) - Method in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
iLossFunction(ILossFunction) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
iLossFunction(ParameterSpace<ILossFunction>) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
inferenceWorkspaceMode - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
inferenceWorkspaceMode(WorkspaceMode) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
inferenceWorkspaceMode - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
inferenceWorkspaceMode - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
inferenceWorkspaceMode(WorkspaceMode) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
inferenceWorkspaceMode - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace
 
initialRValue - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
initialRValue(double) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
initialRValue(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
initialRValue - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace
 
inputPreProcessors - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
inputPreProcessors - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace
 
inputs - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace.LayerConf
 
inputs - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.VertexConf
 
inputType - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
inputType - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace
 
inputTypes - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
inputTypes - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
InverseScheduleSpace - Class in org.deeplearning4j.arbiter.conf.updater.schedule
 
InverseScheduleSpace(ScheduleType, ParameterSpace<Double>, double, double) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.InverseScheduleSpace
 
InverseScheduleSpace(ScheduleType, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.InverseScheduleSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.conf.dropout.DropoutSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.conf.updater.BaseUpdaterSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.ExponentialScheduleSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.InverseScheduleSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.PolyScheduleSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.SigmoidScheduleSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.StepScheduleSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.dropout.AlphaDropoutSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.dropout.DropoutSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.dropout.GaussianDropoutSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.dropout.GaussianNoiseSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.layers.Bidirectional
 
isLeaf() - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.layers.fixed.FixedLayerSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace
 
isLeaf() - Method in class org.deeplearning4j.arbiter.layers.LayerSpace
 
isMinibatch - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
isMinibatch - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
iterationDone(Model, int, int) - Method in class org.deeplearning4j.arbiter.listener.DL4JArbiterStatusReportingListener
 

K

k(double) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
k(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
kernelSize - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
kernelSize(int...) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
kernelSize(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
kernelSize - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
kernelSize - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
kernelSize(int...) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
kernelSize(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
kernelSize - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
kernelSize - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
kernelSize(int...) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
kernelSize(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
kernelSize - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 

L

l1(double) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
l1(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
l1 - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
l1 - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l1(double) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l1(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l1 - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
l1Bias(double) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
l1Bias(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
l1Bias - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
l1Bias - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l1Bias(double) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l1Bias(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l1Bias - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
l2(double) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
l2(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
l2 - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
l2 - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l2(double) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l2(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l2 - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
l2Bias(double) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
l2Bias(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
l2Bias - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
l2Bias - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l2Bias(double) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l2Bias(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
l2Bias - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
lambda(double) - Method in class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace.Builder
 
lambda(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace.Builder
 
layer(String, LayerSpace<? extends Layer>, String...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
layer(String, LayerSpace<? extends Layer>, InputPreProcessor, String...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
layer(String, Layer, String...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
layer - Variable in class org.deeplearning4j.arbiter.layers.fixed.FixedLayerSpace
 
layer(Layer) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
layer(LayerSpace<?>) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
layer(LayerSpace<? extends Layer>, ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
LayerConf() - Constructor for class org.deeplearning4j.arbiter.BaseNetworkSpace.LayerConf
 
layerList - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
layerName - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace.LayerConf
 
layerSpace - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace.LayerConf
 
layerSpace - Variable in class org.deeplearning4j.arbiter.layers.Bidirectional
 
LayerSpace<L extends org.deeplearning4j.nn.conf.layers.Layer> - Class in org.deeplearning4j.arbiter.layers
LayerSpace contains common Layer hyperparameters; should match Layer in terms of features
LayerSpace(LayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.LayerSpace
 
LayerSpace.Builder<T> - Class in org.deeplearning4j.arbiter.layers
 
layerSpaces - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
layerSpaces - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
layerSpaces - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
learningRate - Variable in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
learningRate - Variable in class org.deeplearning4j.arbiter.conf.updater.RmsPropSpace
 
learningRate - Variable in class org.deeplearning4j.arbiter.conf.updater.SgdSpace
 
learningRateSchedule - Variable in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
learningRateSchedule - Variable in class org.deeplearning4j.arbiter.conf.updater.RmsPropSpace
 
learningRateSchedule - Variable in class org.deeplearning4j.arbiter.conf.updater.SgdSpace
 
LocalFileNetResultReference - Class in org.deeplearning4j.arbiter.saver.local
Result reference for MultiLayerNetworks and ComputationGraphs saved to local file system
LocalFileNetResultReference() - Constructor for class org.deeplearning4j.arbiter.saver.local.LocalFileNetResultReference
 
LocalResponseNormalizationLayerSpace - Class in org.deeplearning4j.arbiter.layers
 
LocalResponseNormalizationLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
lockGammaBeta - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
lockGammaBeta(boolean) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
lockGammaBeta(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
lockGammaBeta - Variable in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
lossFunction - Variable in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
lossFunction(LossFunctions.LossFunction) - Method in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
lossFunction(ParameterSpace<LossFunctions.LossFunction>) - Method in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder
 
lossFunction - Variable in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace
 
lossFunction - Variable in class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace.Builder
 
lossFunction(LossFunctions.LossFunction) - Method in class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace.Builder
 
lossFunction(ParameterSpace<LossFunctions.LossFunction>) - Method in class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace.Builder
 
lossFunction - Variable in class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace
 
lossFunction - Variable in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
lossFunction(LossFunctions.LossFunction) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
lossFunction(ParameterSpace<LossFunctions.LossFunction>) - Method in class org.deeplearning4j.arbiter.layers.LossLayerSpace.Builder
 
lossFunction - Variable in class org.deeplearning4j.arbiter.layers.LossLayerSpace
 
lossFunction(IActivation, LossFunctions.LossFunction) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
lossFunction(Activation, LossFunctions.LossFunction) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
lossFunction(IActivation, ILossFunction) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
LossFunctionParameterSpaceAdapter - Class in org.deeplearning4j.arbiter.adapter
A simple class to adapt a LossFunctions.LossFunction parameter space to a ILossFunction parameter space
LossFunctionParameterSpaceAdapter(ParameterSpace<LossFunctions.LossFunction>) - Constructor for class org.deeplearning4j.arbiter.adapter.LossFunctionParameterSpaceAdapter
 
LossLayerSpace - Class in org.deeplearning4j.arbiter.layers
 
LossLayerSpace(LossLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.LossLayerSpace
 
LossLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
LSTMLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer space for LSTM layers
LSTMLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 

M

maxNumLineSearchIterations(int) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
maxNumLineSearchIterations(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
maxNumLineSearchIterations - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
metric - Variable in class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
metric - Variable in class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
metric - Variable in class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 
miniBatch(boolean) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
miniBatch(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
miniBatch - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
minibatch(boolean) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
minibatch(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace.Builder
 
minimize(boolean) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
minimize(ParameterSpace<Boolean>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
minimize - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
minimize() - Method in class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
minimize() - Method in class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
minimize() - Method in class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 
minimize() - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetAccuracyScoreFunction
Deprecated.
 
minimize() - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetF1ScoreFunction
Deprecated.
 
minimize() - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetLossScoreFunction
 
minimize() - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetRegressionScoreFunction
Deprecated.
 
MnistDataProvider - Class in org.deeplearning4j.arbiter.data
MnistDataProvider - a DataProvider for the MNIST data set, with configurable number of epochs, batch size and RNG seed
MnistDataProvider(int, int) - Constructor for class org.deeplearning4j.arbiter.data.MnistDataProvider
 
MnistDataProvider(int, int, int) - Constructor for class org.deeplearning4j.arbiter.data.MnistDataProvider
 
momentum - Variable in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
momentumSchedule - Variable in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
MultiLayerNetworkTaskCreator - Class in org.deeplearning4j.arbiter.task
Task creator for MultiLayerNetworks
MultiLayerNetworkTaskCreator(ModelEvaluator) - Constructor for class org.deeplearning4j.arbiter.task.MultiLayerNetworkTaskCreator
 
MultiLayerSpace - Class in org.deeplearning4j.arbiter
 
MultiLayerSpace(MultiLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.MultiLayerSpace
 
MultiLayerSpace() - Constructor for class org.deeplearning4j.arbiter.MultiLayerSpace
 
MultiLayerSpace.Builder - Class in org.deeplearning4j.arbiter
 

N

n(double) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
n(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace.Builder
 
NadamSpace - Class in org.deeplearning4j.arbiter.conf.updater
 
NadamSpace(ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.NadamSpace
 
NadamSpace(ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.NadamSpace
 
NadamSpace(ParameterSpace<Double>, ParameterSpace<ISchedule>, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.NadamSpace
 
NesterovsSpace - Class in org.deeplearning4j.arbiter.conf.updater
 
NesterovsSpace(ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
NesterovsSpace(ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
NesterovsSpace(ParameterSpace<Double>, ParameterSpace<ISchedule>, ParameterSpace<Double>, ParameterSpace<ISchedule>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
networkInputs - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
networkInputs - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
networkOutputs - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
networkOutputs - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
nIn - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
nIn(int) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
nIn(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
nIn - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
nOut - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
nOut(int) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
nOut(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder
 
nOut - Variable in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
nu(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
nu(double) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
numEpochs(int) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
Fixed number of training epochs.
numEpochs - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
numHidden(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
Deprecated.
numHidden(int) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
Deprecated.
numLayers - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace.LayerConf
 
numParameters - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.conf.dropout.DropoutSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.conf.updater.BaseUpdaterSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.ExponentialScheduleSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.InverseScheduleSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.PolyScheduleSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.SigmoidScheduleSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.StepScheduleSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.dropout.AlphaDropoutSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.dropout.DropoutSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.dropout.GaussianDropoutSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.dropout.GaussianNoiseSpace
 
numParameters - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.layers.Bidirectional
 
numParameters() - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.layers.fixed.FixedLayerSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace
 
numParameters - Variable in class org.deeplearning4j.arbiter.layers.LayerSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.layers.LayerSpace
 
numParameters - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace
 
numParameters() - Method in class org.deeplearning4j.arbiter.MultiLayerSpace
 
numSamples(int) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
numSamples(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
nuSpace - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
nuSpace - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace
 

O

OCNNLayerSpace - Class in org.deeplearning4j.arbiter.layers
 
OCNNLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
optimizationAlgo(OptimizationAlgorithm) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
optimizationAlgo(ParameterSpace<OptimizationAlgorithm>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
optimizationAlgo - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
org.deeplearning4j.arbiter - package org.deeplearning4j.arbiter
 
org.deeplearning4j.arbiter.adapter - package org.deeplearning4j.arbiter.adapter
 
org.deeplearning4j.arbiter.conf.dropout - package org.deeplearning4j.arbiter.conf.dropout
 
org.deeplearning4j.arbiter.conf.updater - package org.deeplearning4j.arbiter.conf.updater
 
org.deeplearning4j.arbiter.conf.updater.schedule - package org.deeplearning4j.arbiter.conf.updater.schedule
 
org.deeplearning4j.arbiter.data - package org.deeplearning4j.arbiter.data
 
org.deeplearning4j.arbiter.dropout - package org.deeplearning4j.arbiter.dropout
 
org.deeplearning4j.arbiter.evaluator.multilayer - package org.deeplearning4j.arbiter.evaluator.multilayer
 
org.deeplearning4j.arbiter.layers - package org.deeplearning4j.arbiter.layers
 
org.deeplearning4j.arbiter.layers.fixed - package org.deeplearning4j.arbiter.layers.fixed
 
org.deeplearning4j.arbiter.listener - package org.deeplearning4j.arbiter.listener
 
org.deeplearning4j.arbiter.saver.local - package org.deeplearning4j.arbiter.saver.local
 
org.deeplearning4j.arbiter.scoring - package org.deeplearning4j.arbiter.scoring
 
org.deeplearning4j.arbiter.scoring.impl - package org.deeplearning4j.arbiter.scoring.impl
 
org.deeplearning4j.arbiter.scoring.util - package org.deeplearning4j.arbiter.scoring.util
 
org.deeplearning4j.arbiter.task - package org.deeplearning4j.arbiter.task
 
OutputLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer hyperparameter configuration space for output layers
OutputLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 

P

padding - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
padding(int...) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
padding(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
padding - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
padding - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
padding(int...) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
padding(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
padding - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
padding - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
padding(int...) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
padding(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
padding - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
pNorm - Variable in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
pNorm(int) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
pNorm(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
pNorm - Variable in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace
 
pnorm - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
pnorm(int) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
pnorm(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
pnorm - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
pointWiseConstraints - Variable in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace.Builder
 
pointWiseConstraints - Variable in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace
 
PolyScheduleSpace - Class in org.deeplearning4j.arbiter.conf.updater.schedule
 
PolyScheduleSpace(ScheduleType, ParameterSpace<Double>, double, int) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.PolyScheduleSpace
 
PolyScheduleSpace(ScheduleType, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Integer>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.PolyScheduleSpace
 
poolingDimensions - Variable in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
poolingDimensions(int...) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
poolingDimensions(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
poolingDimensions - Variable in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace
 
poolingType - Variable in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
poolingType(PoolingType) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
poolingType(ParameterSpace<PoolingType>) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace.Builder
 
poolingType - Variable in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace
 
poolingType - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
poolingType(SubsamplingLayer.PoolingType) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
poolingType(ParameterSpace<SubsamplingLayer.PoolingType>) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
poolingType - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
postProcess(Model, Candidate) - Method in interface org.deeplearning4j.arbiter.task.TaskListener
Post process the model, after any training has taken place
preProcess(T, Candidate) - Method in interface org.deeplearning4j.arbiter.task.TaskListener
Preprocess the model, before any training has taken place.
preProcessor - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace.LayerConf
 
pzxActivationFn(IActivation) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
pzxActivationFn(ParameterSpace<IActivation>) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
pzxActivationFunction(Activation) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 

R

randomGlobalConf(double[]) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
reconstructionDistribution(ReconstructionDistribution) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
reconstructionDistribution(ParameterSpace<ReconstructionDistribution>) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace.Builder
 
RegressionDataEvaluator - Class in org.deeplearning4j.arbiter.evaluator.multilayer
Created by agibsonccc on 3/12/17.
RegressionDataEvaluator() - Constructor for class org.deeplearning4j.arbiter.evaluator.multilayer.RegressionDataEvaluator
 
RegressionScoreFunction - Class in org.deeplearning4j.arbiter.scoring.impl
Score function for regression (including multi-label regression) for a MultiLayerNetwork or ComputationGraph on a test set.
RegressionScoreFunction(RegressionEvaluation.Metric) - Constructor for class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
RegressionScoreFunction(RegressionEvaluation.Metric) - Constructor for class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
RegressionValue - Enum in org.deeplearning4j.arbiter.scoring
RmsPropSpace - Class in org.deeplearning4j.arbiter.conf.updater
 
RmsPropSpace(ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.RmsPropSpace
 
RmsPropSpace(ParameterSpace<Double>, ParameterSpace<ISchedule>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.RmsPropSpace
 
RnnOutputLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer hyperparametor configuration space for RnnOutputLayer
RnnOutputLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
ROCScoreFunction - Class in org.deeplearning4j.arbiter.scoring.impl
Score function that calculates AUC (area under ROC curve) or AUPRC (area under precision/recall curve) on a test set for a MultiLayerNetwork or ComputationGraph
ROCScoreFunction(ROCScoreFunction.ROCType, ROCScoreFunction.Metric) - Constructor for class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 
ROCScoreFunction.Metric - Enum in org.deeplearning4j.arbiter.scoring.impl
Metric to calculate.
AUC: Area under ROC curve
AUPRC: Area under precision/recall curve
ROCScoreFunction.ROCType - Enum in org.deeplearning4j.arbiter.scoring.impl
Type of ROC evaluation to perform:
ROC: use ROC to perform evaluation (single output binary classification)
BINARY: use ROCBinary to perform evaluation (multi-output/multi-task binary classification)
MULTICLASS: use ROCMultiClass to perform evaluation (1 vs.

S

saveModel(OptimizationResult, Object) - Method in class org.deeplearning4j.arbiter.saver.local.FileModelSaver
 
score(Object, DataProvider, Map<String, Object>) - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
score(Object, Class<? extends DataSource>, Properties) - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
score(Object, Object) - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
score(MultiLayerNetwork, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
score(MultiLayerNetwork, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
score(ComputationGraph, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
score(ComputationGraph, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.BaseNetScoreFunction
 
score(MultiLayerNetwork, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
score(MultiLayerNetwork, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
score(ComputationGraph, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
score(ComputationGraph, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
score(MultiLayerNetwork, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
score(MultiLayerNetwork, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
score(ComputationGraph, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
score(ComputationGraph, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
score(MultiLayerNetwork, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 
score(MultiLayerNetwork, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 
score(ComputationGraph, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 
score(ComputationGraph, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 
score(MultiLayerNetwork, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetAccuracyScoreFunction
Deprecated.
 
score(MultiLayerNetwork, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetAccuracyScoreFunction
Deprecated.
 
score(ComputationGraph, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetAccuracyScoreFunction
Deprecated.
 
score(ComputationGraph, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetAccuracyScoreFunction
Deprecated.
 
score(MultiLayerNetwork, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetF1ScoreFunction
Deprecated.
 
score(MultiLayerNetwork, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetF1ScoreFunction
Deprecated.
 
score(ComputationGraph, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetF1ScoreFunction
Deprecated.
 
score(ComputationGraph, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetF1ScoreFunction
Deprecated.
 
score(MultiLayerNetwork, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetLossScoreFunction
 
score(MultiLayerNetwork, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetLossScoreFunction
 
score(ComputationGraph, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetLossScoreFunction
 
score(ComputationGraph, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetLossScoreFunction
 
score(MultiLayerNetwork, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetRegressionScoreFunction
Deprecated.
 
score(MultiLayerNetwork, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetRegressionScoreFunction
Deprecated.
 
score(ComputationGraph, DataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetRegressionScoreFunction
Deprecated.
 
score(ComputationGraph, MultiDataSetIterator) - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetRegressionScoreFunction
Deprecated.
 
score(ComputationGraph, MultiDataSetIterator, boolean) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Score based on the loss function
score(ComputationGraph, DataSetIterator, boolean) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Score based on the loss function
score(ComputationGraph, MultiDataSetIterator, RegressionValue) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
 
score(ComputationGraph, DataSetIterator, RegressionValue) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Run a RegressionEvaluation over a DataSetIterator
score(MultiLayerNetwork, DataSetIterator, boolean) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Score the given test data with the given multi layer network
score(MultiLayerNetwork, DataSetIterator, RegressionValue) - Static method in class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
Score the given multi layer network
ScoreFunctions - Class in org.deeplearning4j.arbiter.scoring
ScoreFunctions provides static methods for getting score functions for DL4J MultiLayerNetwork and ComputationGraph
ScoreUtil - Class in org.deeplearning4j.arbiter.scoring.util
Various utilities for functions used in arbiter.
ScoreUtil() - Constructor for class org.deeplearning4j.arbiter.scoring.util.ScoreUtil
 
seed(long) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
seed - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
SeparableConvolution2DLayerSpace - Class in org.deeplearning4j.arbiter.layers
 
SeparableConvolution2DLayerSpace(SeparableConvolution2DLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace
 
SeparableConvolution2DLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.conf.dropout.DropoutSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.conf.updater.BaseUpdaterSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.ExponentialScheduleSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.InverseScheduleSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.PolyScheduleSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.SigmoidScheduleSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.conf.updater.schedule.StepScheduleSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.dropout.AlphaDropoutSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.dropout.DropoutSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.dropout.GaussianDropoutSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.dropout.GaussianNoiseSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.layers.Bidirectional
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.layers.DropoutLayerSpace
 
setIndices(int[]) - Method in class org.deeplearning4j.arbiter.layers.fixed.FixedLayerSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.layers.GlobalPoolingLayerSpace
 
setIndices(int...) - Method in class org.deeplearning4j.arbiter.layers.LayerSpace
 
setInputPreProcessors(Map<Integer, InputPreProcessor>) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
setInputPreProcessors(ParameterSpace<Map<Integer, InputPreProcessor>>) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
setInputType(InputType) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
setInputType(ParameterSpace<InputType>) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
setInputTypes(InputType...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
setInputTypes(ParameterSpace<InputType[]>) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
setLayerBuilderOptions(CenterLossOutputLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.CenterLossOutputLayerSpace
 
setLayerOptionsBuilder(AbstractLSTM.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace
 
setLayerOptionsBuilder(AutoEncoder.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace
 
setLayerOptionsBuilder(ConvolutionLayer.BaseConvBuilder<?>, double[]) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
setLayerOptionsBuilder(BaseLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
setLayerOptionsBuilder(BaseOutputLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace
 
setLayerOptionsBuilder(BatchNormalization.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
setLayerOptionsBuilder(ConvolutionLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
setLayerOptionsBuilder(Deconvolution2D.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.Deconvolution2DLayerSpace
 
setLayerOptionsBuilder(DenseLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.DenseLayerSpace
 
setLayerOptionsBuilder(EmbeddingLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace
 
setLayerOptionsBuilder(FeedForwardLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
setLayerOptionsBuilder(GravesBidirectionalLSTM.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.GravesBidirectionalLSTMLayerSpace
 
setLayerOptionsBuilder(GravesLSTM.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.GravesLSTMLayerSpace
 
setLayerOptionsBuilder(Layer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.LayerSpace
 
setLayerOptionsBuilder(LocalResponseNormalization.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.LocalResponseNormalizationLayerSpace
 
setLayerOptionsBuilder(LSTM.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.LSTMLayerSpace
 
setLayerOptionsBuilder(OCNNOutputLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace
 
setLayerOptionsBuilder(OutputLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.OutputLayerSpace
 
setLayerOptionsBuilder(RnnOutputLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.RnnOutputLayerSpace
 
setLayerOptionsBuilder(SeparableConvolution2D.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace
 
setLayerOptionsBuilder(SubsamplingLayer.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
setLayerOptionsBuilder(VariationalAutoencoder.Builder, double[]) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace
 
setOutputs(String...) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
SgdSpace - Class in org.deeplearning4j.arbiter.conf.updater
 
SgdSpace(ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.SgdSpace
 
SgdSpace(ParameterSpace<Double>, ParameterSpace<ISchedule>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.SgdSpace
 
SigmoidScheduleSpace - Class in org.deeplearning4j.arbiter.conf.updater.schedule
 
SigmoidScheduleSpace(ScheduleType, ParameterSpace<Double>, double, int) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.SigmoidScheduleSpace
 
SigmoidScheduleSpace(ScheduleType, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Integer>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.SigmoidScheduleSpace
 
sparsity(double) - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace.Builder
 
sparsity(ParameterSpace<Double>) - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace.Builder
 
stepFunction(StepFunction) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
stepFunction(ParameterSpace<StepFunction>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
stepFunction - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
StepScheduleSpace - Class in org.deeplearning4j.arbiter.conf.updater.schedule
 
StepScheduleSpace(ScheduleType, ParameterSpace<Double>, double, double) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.StepScheduleSpace
 
StepScheduleSpace(ScheduleType, ParameterSpace<Double>, ParameterSpace<Double>, ParameterSpace<Double>) - Constructor for class org.deeplearning4j.arbiter.conf.updater.schedule.StepScheduleSpace
 
stride - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
stride(int...) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
stride(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder
 
stride - Variable in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
stride - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
stride(int...) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
stride(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace.Builder
 
stride - Variable in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
stride - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
stride(int...) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
stride(ParameterSpace<int[]>) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace.Builder
 
stride - Variable in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
SubsamplingLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer hyperparameter configuration space for subsampling layers
SubsamplingLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 

T

TaskListener - Interface in org.deeplearning4j.arbiter.task
TaskListener: can be used to preprocess and post process a model (MultiLayerNetwork or ComputationGraph) before/after training, in a MultiLayerNetworkTaskCreator or ComputationGraphTaskCreator
tbpttBwdLength(int) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
tbpttBwdLength(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
tbpttBwdLength - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
tbpttFwdLength(int) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
tbpttFwdLength(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
tbpttFwdLength - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
testData(Map<String, Object>) - Method in class org.deeplearning4j.arbiter.data.DataSetIteratorFactoryProvider
Get training data given some parameters for the data.
testData(Map<String, Object>) - Method in class org.deeplearning4j.arbiter.data.MnistDataProvider
 
testSetAccuracy() - Static method in class org.deeplearning4j.arbiter.scoring.ScoreFunctions
Calculate the accuracy on a test set, for a MultiLayerNetwork
TestSetAccuracyScoreFunction - Class in org.deeplearning4j.arbiter.scoring.impl
Deprecated.
TestSetAccuracyScoreFunction() - Constructor for class org.deeplearning4j.arbiter.scoring.impl.TestSetAccuracyScoreFunction
Deprecated.
 
testSetF1() - Static method in class org.deeplearning4j.arbiter.scoring.ScoreFunctions
Calculate the f1 score on a test set
TestSetF1ScoreFunction - Class in org.deeplearning4j.arbiter.scoring.impl
Deprecated.
TestSetF1ScoreFunction() - Constructor for class org.deeplearning4j.arbiter.scoring.impl.TestSetF1ScoreFunction
Deprecated.
 
testSetLoss(boolean) - Static method in class org.deeplearning4j.arbiter.scoring.ScoreFunctions
Calculate the loss (score/loss function value) on a test set, for a MultiLayerNetwork
TestSetLossScoreFunction - Class in org.deeplearning4j.arbiter.scoring.impl
Score function that calculates the test set loss on a test set for a MultiLayerNetwork or ComputationGraph
TestSetLossScoreFunction() - Constructor for class org.deeplearning4j.arbiter.scoring.impl.TestSetLossScoreFunction
 
TestSetLossScoreFunction(boolean) - Constructor for class org.deeplearning4j.arbiter.scoring.impl.TestSetLossScoreFunction
 
testSetRegression(RegressionValue) - Static method in class org.deeplearning4j.arbiter.scoring.ScoreFunctions
Calculate a regression value (MSE, MAE etc) on a test set
TestSetRegressionScoreFunction - Class in org.deeplearning4j.arbiter.scoring.impl
Deprecated.
TestSetRegressionScoreFunction(RegressionValue) - Constructor for class org.deeplearning4j.arbiter.scoring.impl.TestSetRegressionScoreFunction
Deprecated.
 
toJson() - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace
Return a json configuration of this configuration space.
toJson() - Method in class org.deeplearning4j.arbiter.DL4JConfiguration
Json mapping
toJson() - Method in class org.deeplearning4j.arbiter.GraphConfiguration
Json mapping
toString() - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
toString() - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.AbstractLSTMLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.ActivationLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.ActivationLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.BatchNormalizationSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.ConvolutionLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.DenseLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.DenseLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.EmbeddingLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.GravesBidirectionalLSTMLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.GravesBidirectionalLSTMLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.GravesLSTMLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.GravesLSTMLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.LayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.LayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.LSTMLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.LSTMLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.OutputLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.OutputLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.RnnOutputLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.RnnOutputLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace
 
toString(String) - Method in class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.MultiLayerSpace
 
toString() - Method in class org.deeplearning4j.arbiter.saver.local.FileModelSaver
 
toString() - Method in class org.deeplearning4j.arbiter.saver.local.LocalFileNetResultReference
 
toString() - Method in class org.deeplearning4j.arbiter.scoring.impl.EvaluationScoreFunction
 
toString() - Method in class org.deeplearning4j.arbiter.scoring.impl.RegressionScoreFunction
 
toString() - Method in class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 
toString() - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetAccuracyScoreFunction
Deprecated.
 
toString() - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetF1ScoreFunction
Deprecated.
 
toString() - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetLossScoreFunction
 
toString() - Method in class org.deeplearning4j.arbiter.scoring.impl.TestSetRegressionScoreFunction
Deprecated.
 
toYaml() - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace
Return a yaml configuration of this configuration space.
toYaml() - Method in class org.deeplearning4j.arbiter.DL4JConfiguration
Yaml mapping
toYaml() - Method in class org.deeplearning4j.arbiter.GraphConfiguration
Yaml mapping
trainData(Map<String, Object>) - Method in class org.deeplearning4j.arbiter.data.DataSetIteratorFactoryProvider
Get training data given some parameters for the data.
trainData(Map<String, Object>) - Method in class org.deeplearning4j.arbiter.data.MnistDataProvider
 
trainingWorkspaceMode - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
trainingWorkspaceMode(WorkspaceMode) - Method in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
trainingWorkspaceMode - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
trainingWorkspaceMode - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
trainingWorkspaceMode(WorkspaceMode) - Method in class org.deeplearning4j.arbiter.MultiLayerSpace.Builder
 
trainingWorkspaceMode - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace
 
type - Variable in class org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction
 

U

underlying() - Method in class org.deeplearning4j.arbiter.adapter.ActivationParameterSpaceAdapter
 
underlying() - Method in class org.deeplearning4j.arbiter.adapter.LossFunctionParameterSpaceAdapter
 
underlyingName() - Method in class org.deeplearning4j.arbiter.adapter.ActivationParameterSpaceAdapter
 
underlyingName() - Method in class org.deeplearning4j.arbiter.adapter.LossFunctionParameterSpaceAdapter
 
updater(IUpdater) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
updater(ParameterSpace<IUpdater>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
updater - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
updater - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
updater(IUpdater) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
updater(ParameterSpace<IUpdater>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
updater - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 

V

validateOutputLayerConfig - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
validateOutputLayerConfig(boolean) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
validateOutputLayerConfig - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 
validateOutputLayerConfig - Variable in class org.deeplearning4j.arbiter.MultiLayerSpace
 
valueOf(String) - Static method in enum org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction.Metric
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction.ROCType
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.deeplearning4j.arbiter.scoring.RegressionValue
Deprecated.
Returns the enum constant of this type with the specified name.
values() - Static method in enum org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction.Metric
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.arbiter.scoring.impl.ROCScoreFunction.ROCType
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.deeplearning4j.arbiter.scoring.RegressionValue
Deprecated.
Returns an array containing the constants of this enum type, in the order they are declared.
VariationalAutoencoderLayerSpace - Class in org.deeplearning4j.arbiter.layers
Layer space for VariationalAutoencoder
VariationalAutoencoderLayerSpace(VariationalAutoencoderLayerSpace.Builder) - Constructor for class org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace
 
VariationalAutoencoderLayerSpace.Builder - Class in org.deeplearning4j.arbiter.layers
 
VertexConf() - Constructor for class org.deeplearning4j.arbiter.ComputationGraphSpace.VertexConf
 
vertexList - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.Builder
 
vertexName - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace.VertexConf
 
vertices - Variable in class org.deeplearning4j.arbiter.ComputationGraphSpace
 

W

weightConstraints - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
weightInit(WeightInit) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
weightInit(ParameterSpace<WeightInit>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
weightInit - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
weightInit - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
weightInit(WeightInit) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
weightInit(ParameterSpace<WeightInit>) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
weightInit(Distribution) - Method in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
weightInit - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
weightNoise(IWeightNoise) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
weightNoise(ParameterSpace<IWeightNoise>) - Method in class org.deeplearning4j.arbiter.BaseNetworkSpace.Builder
 
weightNoise - Variable in class org.deeplearning4j.arbiter.BaseNetworkSpace
 
weightNoise - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder
 
weightNoise - Variable in class org.deeplearning4j.arbiter.layers.BaseLayerSpace
 
windowSize - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
windowSize(int) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
windowSize(ParameterSpace<Integer>) - Method in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder
 
windowSize - Variable in class org.deeplearning4j.arbiter.layers.OCNNLayerSpace
 
withLR(ParameterSpace<Double>) - Static method in class org.deeplearning4j.arbiter.conf.updater.AdaGradSpace
 
withLR(ParameterSpace<Double>) - Static method in class org.deeplearning4j.arbiter.conf.updater.AdaMaxSpace
 
withLR(ParameterSpace<Double>) - Static method in class org.deeplearning4j.arbiter.conf.updater.AdamSpace
 
withLR(ParameterSpace<Double>) - Static method in class org.deeplearning4j.arbiter.conf.updater.NadamSpace
 
withLR(ParameterSpace<Double>) - Static method in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
withLR(ParameterSpace<Double>, double) - Static method in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
withLR(ParameterSpace<Double>, ParameterSpace<Double>) - Static method in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
withLRSchedule(ParameterSpace<ISchedule>) - Static method in class org.deeplearning4j.arbiter.conf.updater.AdaGradSpace
 
withLRSchedule(ParameterSpace<ISchedule>) - Static method in class org.deeplearning4j.arbiter.conf.updater.AdaMaxSpace
 
withLRSchedule(ParameterSpace<ISchedule>) - Static method in class org.deeplearning4j.arbiter.conf.updater.AdamSpace
 
withLRSchedule(ParameterSpace<ISchedule>) - Static method in class org.deeplearning4j.arbiter.conf.updater.NadamSpace
 
withLRSchedule(ParameterSpace<ISchedule>) - Static method in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
withLRSchedule(ParameterSpace<ISchedule>, double) - Static method in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
withLRSchedule(ParameterSpace<ISchedule>, ParameterSpace<Double>) - Static method in class org.deeplearning4j.arbiter.conf.updater.NesterovsSpace
 
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