Class Hierarchy
- java.lang.Object
- org.deeplearning4j.nn.layers.AbstractLayer<LayerConfT> (implements org.deeplearning4j.nn.api.Layer)
- org.deeplearning4j.nn.conf.dropout.AlphaDropout (implements org.deeplearning4j.nn.conf.dropout.IDropout)
- org.deeplearning4j.optimize.solvers.BackTrackLineSearch (implements org.deeplearning4j.optimize.api.LineOptimizer)
- org.deeplearning4j.nn.conf.constraint.BaseConstraint (implements org.deeplearning4j.nn.api.layers.LayerConstraint)
- org.deeplearning4j.eval.curves.BaseCurve
- org.deeplearning4j.earlystopping.trainer.BaseEarlyStoppingTrainer<T> (implements org.deeplearning4j.earlystopping.trainer.IEarlyStoppingTrainer<T>)
- org.deeplearning4j.eval.BaseEvaluation<T> (implements org.deeplearning4j.eval.IEvaluation<T>)
- org.deeplearning4j.nn.graph.vertex.BaseGraphVertex (implements org.deeplearning4j.nn.graph.vertex.GraphVertex)
- org.deeplearning4j.eval.curves.BaseHistogram
- org.deeplearning4j.earlystopping.scorecalc.base.BaseIEvaluationScoreCalculator<T,U> (implements org.deeplearning4j.earlystopping.scorecalc.ScoreCalculator<T>)
- org.deeplearning4j.nn.conf.preprocessor.BaseInputPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.nn.updater.BaseMultiLayerUpdater<T> (implements org.deeplearning4j.nn.api.Updater)
- org.deeplearning4j.optimize.solvers.BaseOptimizer (implements org.deeplearning4j.optimize.api.ConvexOptimizer)
- org.deeplearning4j.earlystopping.scorecalc.base.BaseScoreCalculator<T> (implements org.deeplearning4j.earlystopping.scorecalc.ScoreCalculator<T>)
- org.deeplearning4j.optimize.api.BaseTrainingListener (implements org.deeplearning4j.optimize.api.TrainingListener)
- org.nd4j.linalg.workspace.BaseWorkspaceMgr<T> (implements org.nd4j.linalg.workspace.WorkspaceMgr<T>)
- org.deeplearning4j.nn.layers.wrapper.BaseWrapperLayer (implements org.deeplearning4j.nn.api.Layer)
- org.deeplearning4j.nn.graph.vertex.BaseWrapperVertex (implements org.deeplearning4j.nn.graph.vertex.GraphVertex)
- org.deeplearning4j.optimize.solvers.accumulation.BasicGradientsAccumulator (implements org.deeplearning4j.optimize.solvers.accumulation.GradientsAccumulator)
- org.deeplearning4j.nn.params.BatchNormalizationParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.nn.conf.layers.variational.BernoulliReconstructionDistribution (implements org.deeplearning4j.nn.conf.layers.variational.ReconstructionDistribution)
- org.deeplearning4j.earlystopping.termination.BestScoreEpochTerminationCondition (implements org.deeplearning4j.earlystopping.termination.EpochTerminationCondition)
- org.deeplearning4j.nn.layers.recurrent.BidirectionalLayer (implements org.deeplearning4j.nn.api.layers.RecurrentLayer)
- org.deeplearning4j.nn.params.BidirectionalParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.nn.simple.binary.BinaryClassificationResult
- org.deeplearning4j.optimize.listeners.checkpoint.Checkpoint (implements java.io.Serializable)
- org.deeplearning4j.optimize.listeners.checkpoint.CheckpointListener.Builder
- org.deeplearning4j.nn.conf.preprocessor.Cnn3DToFeedForwardPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.nn.conf.preprocessor.CnnToFeedForwardPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.nn.conf.preprocessor.CnnToRnnPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.nn.conf.layers.variational.CompositeReconstructionDistribution (implements org.deeplearning4j.nn.conf.layers.variational.ReconstructionDistribution)
- org.deeplearning4j.nn.conf.layers.variational.CompositeReconstructionDistribution.Builder
- org.deeplearning4j.nn.graph.ComputationGraph (implements org.deeplearning4j.nn.api.Model, org.deeplearning4j.nn.api.NeuralNetwork, java.io.Serializable)
- org.deeplearning4j.nn.conf.ComputationGraphConfiguration (implements java.lang.Cloneable, java.io.Serializable)
- org.deeplearning4j.nn.conf.ComputationGraphConfiguration.GraphBuilder
- org.deeplearning4j.nn.graph.util.ComputationGraphUtil
- org.deeplearning4j.eval.ConfusionMatrix<T> (implements java.io.Serializable)
- org.deeplearning4j.util.Convolution3DUtils
- org.deeplearning4j.nn.params.ConvolutionParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.util.ConvolutionUtils
- org.deeplearning4j.earlystopping.scorecalc.DataSetLossCalculatorCG (implements org.deeplearning4j.earlystopping.scorecalc.ScoreCalculator<T>)
- org.deeplearning4j.nn.gradient.DefaultGradient (implements org.deeplearning4j.nn.gradient.Gradient)
- org.deeplearning4j.nn.params.DefaultParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.optimize.stepfunctions.DefaultStepFunction (implements org.deeplearning4j.optimize.api.StepFunction)
- org.deeplearning4j.nn.params.DepthwiseConvolutionParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.nn.layers.objdetect.DetectedObject
- org.deeplearning4j.nn.conf.distribution.Distribution (implements java.lang.Cloneable, java.io.Serializable)
- org.deeplearning4j.nn.conf.distribution.Distributions
- org.deeplearning4j.nn.conf.weightnoise.DropConnect (implements org.deeplearning4j.nn.conf.weightnoise.IWeightNoise)
- org.deeplearning4j.nn.conf.dropout.Dropout (implements org.deeplearning4j.nn.conf.dropout.IDropout)
- org.deeplearning4j.earlystopping.EarlyStoppingConfiguration<T> (implements java.io.Serializable)
- org.deeplearning4j.earlystopping.EarlyStoppingConfiguration.Builder<T>
- org.deeplearning4j.earlystopping.EarlyStoppingResult<T> (implements java.io.Serializable)
- org.deeplearning4j.nn.params.EmptyParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.optimize.solvers.accumulation.EncodedGradientsAccumulator (implements org.deeplearning4j.optimize.solvers.accumulation.GradientsAccumulator, org.deeplearning4j.optimize.solvers.accumulation.Registerable)
- org.deeplearning4j.optimize.solvers.accumulation.EncodedGradientsAccumulator.Builder
- org.deeplearning4j.optimize.solvers.accumulation.EncodingHandler (implements org.deeplearning4j.optimize.solvers.accumulation.MessageHandler)
- org.deeplearning4j.optimize.terminations.EpsTermination (implements org.deeplearning4j.optimize.api.TerminationCondition)
- org.deeplearning4j.eval.EvaluationUtils
- org.deeplearning4j.nn.conf.layers.variational.ExponentialReconstructionDistribution (implements org.deeplearning4j.nn.conf.layers.variational.ReconstructionDistribution)
- org.deeplearning4j.optimize.solvers.accumulation.FancyBlockingQueue<E> (implements java.util.concurrent.BlockingQueue<E>, org.deeplearning4j.optimize.solvers.accumulation.Registerable)
- org.deeplearning4j.nn.conf.preprocessor.FeedForwardToCnn3DPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.nn.conf.preprocessor.FeedForwardToCnnPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.nn.conf.preprocessor.FeedForwardToRnnPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.nn.transferlearning.FineTuneConfiguration
- org.deeplearning4j.nn.transferlearning.FineTuneConfiguration.Builder
- org.deeplearning4j.nn.params.FrozenLayerParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.nn.params.FrozenLayerWithBackpropParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.nn.layers.recurrent.FwdPassReturn
- org.deeplearning4j.nn.conf.dropout.GaussianDropout (implements org.deeplearning4j.nn.conf.dropout.IDropout)
- org.deeplearning4j.nn.conf.dropout.GaussianNoise (implements org.deeplearning4j.nn.conf.dropout.IDropout)
- org.deeplearning4j.nn.conf.layers.variational.GaussianReconstructionDistribution (implements org.deeplearning4j.nn.conf.layers.variational.ReconstructionDistribution)
- org.deeplearning4j.gradientcheck.GradientCheckUtil
- org.deeplearning4j.optimize.stepfunctions.GradientStepFunction (implements org.deeplearning4j.optimize.api.StepFunction)
- org.deeplearning4j.nn.graph.util.GraphIndices
- org.deeplearning4j.nn.conf.graph.GraphVertex (implements java.lang.Cloneable, java.io.Serializable)
- org.deeplearning4j.nn.params.GravesBidirectionalLSTMParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.nn.params.GravesLSTMParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.earlystopping.saver.InMemoryModelSaver<T> (implements org.deeplearning4j.earlystopping.EarlyStoppingModelSaver<T>)
- org.deeplearning4j.nn.conf.inputs.InputType (implements java.io.Serializable)
- org.deeplearning4j.nn.conf.layers.InputTypeUtil
- org.deeplearning4j.earlystopping.termination.InvalidScoreIterationTerminationCondition (implements org.deeplearning4j.earlystopping.termination.IterationTerminationCondition)
- org.nd4j.shade.jackson.databind.JsonDeserializer<T>
- org.deeplearning4j.nn.conf.serde.JsonMappers
- org.nd4j.shade.jackson.databind.JsonSerializer<T> (implements org.nd4j.shade.jackson.databind.jsonFormatVisitors.JsonFormatVisitable)
- org.deeplearning4j.nn.conf.layers.Layer (implements java.lang.Cloneable, java.io.Serializable)
- org.deeplearning4j.nn.conf.layers.Layer.Builder<T>
- org.deeplearning4j.nn.conf.memory.LayerMemoryReport.Builder
- org.deeplearning4j.nn.conf.layers.LayerValidation
- org.deeplearning4j.nn.workspace.LayerWorkspaceMgr.Builder
- org.deeplearning4j.nn.conf.serde.legacyformat.LegacyGraphVertexDeserializerHelper
- org.deeplearning4j.nn.conf.serde.legacyformat.LegacyLayerDeserializerHelper
- org.deeplearning4j.nn.conf.serde.legacyformat.LegacyPreprocessorDeserializerHelper
- org.deeplearning4j.nn.conf.serde.legacyformat.LegacyReconstructionDistributionDeserializerHelper
- org.deeplearning4j.earlystopping.saver.LocalFileGraphSaver (implements org.deeplearning4j.earlystopping.EarlyStoppingModelSaver<T>)
- org.deeplearning4j.earlystopping.saver.LocalFileModelSaver (implements org.deeplearning4j.earlystopping.EarlyStoppingModelSaver<T>)
- org.deeplearning4j.optimize.solvers.accumulation.LocalHandler (implements org.deeplearning4j.optimize.solvers.accumulation.MessageHandler)
- org.deeplearning4j.nn.conf.layers.variational.LossFunctionWrapper (implements org.deeplearning4j.nn.conf.layers.variational.ReconstructionDistribution)
- org.deeplearning4j.nn.layers.recurrent.LSTMHelpers
- org.deeplearning4j.nn.params.LSTMParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.util.MaskedReductionUtil
- org.deeplearning4j.earlystopping.termination.MaxEpochsTerminationCondition (implements org.deeplearning4j.earlystopping.termination.EpochTerminationCondition)
- org.deeplearning4j.earlystopping.termination.MaxScoreIterationTerminationCondition (implements org.deeplearning4j.earlystopping.termination.IterationTerminationCondition)
- org.deeplearning4j.earlystopping.termination.MaxTimeIterationTerminationCondition (implements org.deeplearning4j.earlystopping.termination.IterationTerminationCondition)
- org.deeplearning4j.nn.conf.memory.MemoryReport
- org.deeplearning4j.optimize.listeners.callbacks.ModelSavingCallback (implements org.deeplearning4j.optimize.listeners.callbacks.EvaluationCallback)
- org.deeplearning4j.util.ModelSerializer
- org.deeplearning4j.datasets.iterator.impl.MultiDataSetIteratorAdapter (implements org.nd4j.linalg.dataset.api.iterator.MultiDataSetIterator)
- org.deeplearning4j.nn.conf.MultiLayerConfiguration (implements java.lang.Cloneable, java.io.Serializable)
- org.deeplearning4j.nn.conf.MultiLayerConfiguration.Builder
- org.deeplearning4j.nn.multilayer.MultiLayerNetwork (implements org.deeplearning4j.nn.api.Classifier, org.deeplearning4j.nn.api.Layer, org.deeplearning4j.nn.api.NeuralNetwork, java.io.Serializable)
- org.deeplearning4j.optimize.stepfunctions.NegativeDefaultStepFunction (implements org.deeplearning4j.optimize.api.StepFunction)
- org.deeplearning4j.optimize.stepfunctions.NegativeGradientStepFunction (implements org.deeplearning4j.optimize.api.StepFunction)
- org.deeplearning4j.util.NetworkUtils
- org.deeplearning4j.nn.conf.NeuralNetConfiguration (implements java.lang.Cloneable, java.io.Serializable)
- org.deeplearning4j.nn.conf.NeuralNetConfiguration.Builder (implements java.lang.Cloneable)
- org.deeplearning4j.nn.conf.NeuralNetConfiguration.ListBuilder.InputTypeBuilder
- org.deeplearning4j.optimize.terminations.Norm2Termination (implements org.deeplearning4j.optimize.api.TerminationCondition)
- org.deeplearning4j.nn.layers.ocnn.OCNNOutputLayer.OCNNLossFunction (implements org.nd4j.linalg.lossfunctions.ILossFunction)
- org.deeplearning4j.optimize.listeners.PerformanceListener.Builder
- org.deeplearning4j.eval.curves.PrecisionRecallCurve.Confusion
- org.deeplearning4j.eval.curves.PrecisionRecallCurve.Point
- org.deeplearning4j.eval.meta.Prediction
- org.deeplearning4j.nn.simple.multiclass.RankClassificationResult (implements java.io.Serializable)
- org.deeplearning4j.nn.conf.preprocessor.RnnToCnnPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.nn.conf.preprocessor.RnnToFeedForwardPreProcessor (implements org.deeplearning4j.nn.conf.InputPreProcessor)
- org.deeplearning4j.eval.ROC.CountsForThreshold (implements java.lang.Cloneable, java.io.Serializable)
- org.deeplearning4j.nn.conf.layers.samediff.SameDiffLayerUtils
- org.deeplearning4j.nn.params.SameDiffParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.earlystopping.termination.ScoreImprovementEpochTerminationCondition (implements org.deeplearning4j.earlystopping.termination.EpochTerminationCondition)
- org.deeplearning4j.nn.conf.layers.samediff.SDLayerParams (implements java.io.Serializable)
- org.deeplearning4j.nn.params.SeparableConvolutionParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.optimize.listeners.SharedGradient
- org.deeplearning4j.nn.params.SimpleRnnParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.optimize.Solver
- org.deeplearning4j.optimize.Solver.Builder
- org.deeplearning4j.nn.conf.dropout.SpatialDropout (implements org.deeplearning4j.nn.conf.dropout.IDropout)
- org.deeplearning4j.nn.conf.stepfunctions.StepFunction (implements java.lang.Cloneable, java.io.Serializable)
- org.deeplearning4j.optimize.stepfunctions.StepFunctions
- org.deeplearning4j.optimize.terminations.TerminationConditions
- java.lang.Throwable (implements java.io.Serializable)
- org.deeplearning4j.util.TimeSeriesUtils
- org.deeplearning4j.nn.transferlearning.TransferLearning
- org.deeplearning4j.nn.transferlearning.TransferLearning.Builder
- org.deeplearning4j.nn.transferlearning.TransferLearning.GraphBuilder
- org.deeplearning4j.nn.transferlearning.TransferLearningHelper
- org.deeplearning4j.nn.layers.feedforward.autoencoder.recursive.Tree (implements java.io.Serializable)
- org.deeplearning4j.nn.updater.UpdaterBlock
- org.deeplearning4j.nn.updater.UpdaterBlock.ParamState
- org.deeplearning4j.nn.updater.UpdaterCreator
- org.deeplearning4j.nn.updater.UpdaterUtils
- org.deeplearning4j.nn.layers.variational.VariationalAutoencoder (implements org.deeplearning4j.nn.api.Layer)
- org.deeplearning4j.nn.graph.vertex.VertexIndices (implements java.io.Serializable)
- org.deeplearning4j.nn.weights.WeightInitUtil
- org.deeplearning4j.nn.conf.weightnoise.WeightNoise (implements org.deeplearning4j.nn.conf.weightnoise.IWeightNoise)
- org.deeplearning4j.nn.params.WrapperLayerParamInitializer (implements org.deeplearning4j.nn.api.ParamInitializer)
- org.deeplearning4j.nn.layers.objdetect.YoloUtils
- org.deeplearning4j.optimize.terminations.ZeroDirection (implements org.deeplearning4j.optimize.api.TerminationCondition)
Interface Hierarchy
Enum Hierarchy
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