Hierarchy For All Packages

Package Hierarchies:

• org.deeplearning4j.autoencoder,
• org.deeplearning4j.base,
• org.deeplearning4j.berkeley,
• org.deeplearning4j.clustering,
• org.deeplearning4j.conf,
• org.deeplearning4j.da,
• org.deeplearning4j.datasets,
• org.deeplearning4j.datasets.creator,
• org.deeplearning4j.datasets.fetchers,
• org.deeplearning4j.datasets.iterator,
• org.deeplearning4j.datasets.iterator.impl,
• org.deeplearning4j.datasets.mnist,
• org.deeplearning4j.datasets.mnist.draw,
• org.deeplearning4j.datasets.vectorizer,
• org.deeplearning4j.dbn,
• org.deeplearning4j.distancefunction,
• org.deeplearning4j.distributions,
• org.deeplearning4j.eval,
• org.deeplearning4j.exception,
• org.deeplearning4j.gradient,
• org.deeplearning4j.gradient.multilayer,
• org.deeplearning4j.nn,
• org.deeplearning4j.nn.activation,
• org.deeplearning4j.nn.gradient,
• org.deeplearning4j.nn.learning,
• org.deeplearning4j.optimize,
• org.deeplearning4j.plot,
• org.deeplearning4j.rbm,
• org.deeplearning4j.rng,
• org.deeplearning4j.sda,
• org.deeplearning4j.test,
• org.deeplearning4j.transformation,
• org.deeplearning4j.util

Class Hierarchy

• java.lang.Object
  • org.deeplearning4j.nn.activation.Activations
  • org.deeplearning4j.nn.learning.AdaGrad (implements java.io.Serializable)
  • org.deeplearning4j.transformation.Add (implements org.deeplearning4j.transformation.MatrixTransform)
  • org.deeplearning4j.util.ArrayUtil
  • org.deeplearning4j.gradient.multilayer.AverageChangeMultiLayerGradientListener (implements org.deeplearning4j.gradient.multilayer.MultiLayerGradientListener)
  • org.deeplearning4j.datasets.fetchers.BaseDataFetcher (implements org.deeplearning4j.datasets.iterator.DataSetFetcher)
    • org.deeplearning4j.datasets.fetchers.IrisDataFetcher
    • org.deeplearning4j.datasets.fetchers.LFWDataFetcher
    • org.deeplearning4j.datasets.fetchers.MnistDataFetcher
  • org.deeplearning4j.datasets.iterator.BaseDatasetIterator (implements org.deeplearning4j.datasets.iterator.DataSetIterator)
    • org.deeplearning4j.datasets.iterator.impl.IrisDataSetIterator
    • org.deeplearning4j.datasets.iterator.impl.LFWDataSetIterator
    • org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator
    • org.deeplearning4j.datasets.iterator.impl.RawMnistDataSetIterator
  • org.deeplearning4j.distancefunction.BaseDistanceFunction (implements org.deeplearning4j.distancefunction.DistanceFunction)
    • org.deeplearning4j.distancefunction.CosineSimilarity
    • org.deeplearning4j.distancefunction.EuclideanDistance
    • org.deeplearning4j.distancefunction.ManhattanDistance
  • org.deeplearning4j.nn.BaseMultiLayerNetwork (implements org.deeplearning4j.nn.Persistable, java.io.Serializable)
    • org.deeplearning4j.dbn.DBN
      • org.deeplearning4j.dbn.CDBN
      • org.deeplearning4j.dbn.GaussianRectifiedLinearDBN
    • org.deeplearning4j.sda.StackedDenoisingAutoEncoder
  • org.deeplearning4j.nn.BaseMultiLayerNetwork.Builder<E>
    • org.deeplearning4j.dbn.CDBN.Builder
    • org.deeplearning4j.dbn.DBN.Builder
    • org.deeplearning4j.dbn.GaussianRectifiedLinearDBN.Builder
    • org.deeplearning4j.sda.StackedDenoisingAutoEncoder.Builder
  • org.deeplearning4j.nn.BaseNeuralNetwork (implements org.deeplearning4j.nn.NeuralNetwork, org.deeplearning4j.nn.Persistable)
    • org.deeplearning4j.da.DenoisingAutoEncoder (implements java.io.Serializable)
    • org.deeplearning4j.rbm.RBM
      • org.deeplearning4j.rbm.ConvolutionalRBM
      • org.deeplearning4j.rbm.CRBM
      • org.deeplearning4j.rbm.GaussianRectifiedLinearRBM
  • org.deeplearning4j.nn.BaseNeuralNetwork.Builder<E>
    • org.deeplearning4j.rbm.CRBM.Builder
    • org.deeplearning4j.da.DenoisingAutoEncoder.Builder
    • org.deeplearning4j.rbm.GaussianRectifiedLinearRBM.Builder
    • org.deeplearning4j.rbm.RBM.Builder
  • org.deeplearning4j.util.ByteUtil
  • java.awt.Component (implements java.awt.image.ImageObserver, java.awt.MenuContainer, java.io.Serializable)
    • java.awt.Container
      • javax.swing.JComponent (implements java.io.Serializable)
        • javax.swing.JPanel (implements javax.accessibility.Accessible)
          • org.deeplearning4j.plot.FilterPanel
  • org.deeplearning4j.eval.ConfusionMatrix<T>
  • org.deeplearning4j.berkeley.Counter<E> (implements java.io.Serializable)
  • org.deeplearning4j.berkeley.CounterMap<K,V> (implements java.io.Serializable)
  • org.deeplearning4j.datasets.DataSets
  • org.deeplearning4j.autoencoder.DeepAutoEncoder (implements java.io.Serializable)
  • org.deeplearning4j.util.DeepLearningIOUtil
  • org.deeplearning4j.distributions.Distributions
  • org.deeplearning4j.transformation.Divide (implements org.deeplearning4j.transformation.MatrixTransform)
  • org.deeplearning4j.datasets.mnist.draw.DrawMnist
  • org.deeplearning4j.datasets.mnist.draw.DrawMnistGreyScale
  • org.deeplearning4j.eval.Evaluation
  • org.deeplearning4j.transformation.ExpTransform (implements org.deeplearning4j.transformation.MatrixTransform)
  • org.deeplearning4j.berkeley.Factory.DefaultFactory<T> (implements org.deeplearning4j.berkeley.Factory<T>)
  • org.deeplearning4j.util.FileOperations
  • org.deeplearning4j.plot.FilterRenderer
  • org.deeplearning4j.gradient.GradientAverager (implements org.deeplearning4j.gradient.NeuralNetworkGradientListener)
  • org.deeplearning4j.nn.activation.HardTanh (implements org.deeplearning4j.nn.activation.ActivationFunction)
  • org.deeplearning4j.nn.HiddenLayer (implements java.io.Serializable)
    • org.deeplearning4j.nn.RectifiedLinearHiddenLayer
  • org.deeplearning4j.nn.HiddenLayer.Builder
  • org.deeplearning4j.util.ImageLoader
  • org.deeplearning4j.datasets.vectorizer.ImageVectorizer (implements org.deeplearning4j.datasets.vectorizer.Vectorizer)
  • org.deeplearning4j.util.InputSplit
  • org.deeplearning4j.base.IrisUtils
  • org.deeplearning4j.berkeley.Iterators
  • org.deeplearning4j.berkeley.Iterators.FilteredIterator<T> (implements java.util.Iterator<E>)
  • org.deeplearning4j.berkeley.Iterators.IteratorIterator<T> (implements java.util.Iterator<E>)
  • org.deeplearning4j.berkeley.Iterators.Transform<S,T> (implements java.util.Iterator<E>)
  • org.deeplearning4j.berkeley.Iterators.TransformingIterator<I,O> (implements java.util.Iterator<E>)
  • org.deeplearning4j.clustering.KMeansClustering (implements java.io.Serializable)
  • org.deeplearning4j.base.LFWLoader
  • org.deeplearning4j.datasets.iterator.impl.ListDataSetIterator (implements org.deeplearning4j.datasets.iterator.DataSetIterator)
  • org.deeplearning4j.datasets.mnist.draw.LoadAndDraw
  • org.deeplearning4j.nn.LogisticRegression (implements java.io.Serializable)
  • org.deeplearning4j.nn.LogisticRegression.Builder
  • org.deeplearning4j.nn.gradient.LogisticRegressionGradient (implements java.io.Serializable)
  • org.deeplearning4j.optimize.LogisticRegressionOptimizer (implements cc.mallet.optimize.Optimizable.ByGradientValue, org.deeplearning4j.optimize.OptimizableByGradientValueMatrix)
  • org.deeplearning4j.transformation.LogTransform (implements org.deeplearning4j.transformation.MatrixTransform)
  • org.deeplearning4j.berkeley.MapFactory<K,V> (implements java.io.Serializable)
    • org.deeplearning4j.berkeley.MapFactory.HashMapFactory<K,V>
    • org.deeplearning4j.berkeley.MapFactory.IdentityHashMapFactory<K,V>
    • org.deeplearning4j.berkeley.MapFactory.TreeMapFactory<K,V>
    • org.deeplearning4j.berkeley.MapFactory.WeakHashMapFactory<K,V>
  • org.deeplearning4j.util.MathUtils
  • org.deeplearning4j.transformation.MatrixTransformations
  • org.deeplearning4j.util.MatrixUtil
  • org.deeplearning4j.datasets.creator.MnistDataSetCreator
  • org.deeplearning4j.base.MnistFetcher
  • org.deeplearning4j.datasets.mnist.MnistManager
  • org.deeplearning4j.nn.gradient.MultiLayerGradient (implements java.lang.Cloneable, org.deeplearning4j.nn.Persistable)
  • org.deeplearning4j.optimize.MultiLayerNetworkOptimizer (implements cc.mallet.optimize.Optimizable.ByGradientValue, org.deeplearning4j.optimize.OptimizableByGradientValueMatrix, java.io.Serializable)
  • org.deeplearning4j.transformation.Multiply (implements org.deeplearning4j.transformation.MatrixTransform)
  • org.deeplearning4j.conf.NeuralNetConfiguration (implements java.io.Serializable)
  • org.deeplearning4j.plot.NeuralNetPlotter
  • org.deeplearning4j.nn.gradient.NeuralNetworkGradient (implements org.deeplearning4j.nn.Persistable, java.io.Serializable)
  • org.deeplearning4j.optimize.NeuralNetworkOptimizer (implements org.deeplearning4j.optimize.NeuralNetEpochListener, cc.mallet.optimize.Optimizable.ByGradientValue, org.deeplearning4j.optimize.OptimizableByGradientValueMatrix, java.io.Serializable)
    • org.deeplearning4j.sda.DenoisingAutoEncoderOptimizer
    • org.deeplearning4j.rbm.RBMOptimizer
  • org.deeplearning4j.util.NonZeroStoppingConjugateGradient (implements cc.mallet.optimize.Optimizer)
  • org.deeplearning4j.berkeley.Pair<F,S> (implements java.io.Serializable)
    • org.deeplearning4j.datasets.DataSet (implements java.lang.Iterable<T>, org.deeplearning4j.nn.Persistable)
      • org.deeplearning4j.datasets.Example
  • org.deeplearning4j.berkeley.Pair.DefaultLexicographicPairComparator<F,S> (implements java.util.Comparator<T>)
  • org.deeplearning4j.berkeley.Pair.FirstComparator<S,T> (implements java.util.Comparator<T>)
  • org.deeplearning4j.berkeley.Pair.LexicographicPairComparator<F,S> (implements java.util.Comparator<T>)
  • org.deeplearning4j.berkeley.Pair.ReverseFirstComparator<S,T> (implements java.util.Comparator<T>)
  • org.deeplearning4j.berkeley.Pair.ReverseSecondComparator<S,T> (implements java.util.Comparator<T>)
  • org.deeplearning4j.berkeley.Pair.SecondComparator<S,T> (implements java.util.Comparator<T>)
  • org.deeplearning4j.berkeley.PriorityQueue<E> (implements java.lang.Cloneable, java.util.Iterator<E>, org.deeplearning4j.berkeley.PriorityQueueInterface<E>, java.io.Serializable)
  • java.io.RandomAccessFile (implements java.io.Closeable, java.io.DataInput, java.io.DataOutput)
    • org.deeplearning4j.datasets.mnist.MnistDbFile
      • org.deeplearning4j.datasets.mnist.MnistImageFile
      • org.deeplearning4j.datasets.mnist.MnistLabelFile
  • org.deeplearning4j.nn.RectifiedLinearHiddenLayer.Builder
  • org.deeplearning4j.datasets.iterator.SamplingDataSetIterator (implements org.deeplearning4j.datasets.iterator.DataSetIterator)
  • org.deeplearning4j.transformation.ScalarMatrixTransform (implements org.deeplearning4j.transformation.MatrixTransform)
    • org.deeplearning4j.transformation.AddScalar
    • org.deeplearning4j.transformation.DivideScalar
    • org.deeplearning4j.transformation.MultiplyScalar
    • org.deeplearning4j.transformation.PowScale
    • org.deeplearning4j.transformation.SubtractScalar
  • org.deeplearning4j.util.SerializationUtils
  • org.deeplearning4j.util.SetUtils
  • org.deeplearning4j.nn.activation.Sigmoid (implements org.deeplearning4j.nn.activation.ActivationFunction)
  • org.deeplearning4j.berkeley.SloppyMath
  • org.deeplearning4j.nn.activation.SoftMax (implements org.deeplearning4j.nn.activation.ActivationFunction)
  • org.deeplearning4j.transformation.SqrtScalar (implements org.deeplearning4j.transformation.MatrixTransform)
  • org.deeplearning4j.berkeley.StringUtils
  • org.deeplearning4j.transformation.Subtract (implements org.deeplearning4j.transformation.MatrixTransform)
  • org.deeplearning4j.rng.SynchronizedRandomGenerator (implements org.apache.commons.math3.random.RandomGenerator, java.io.Serializable)
  • org.deeplearning4j.nn.activation.Tanh (implements org.deeplearning4j.nn.activation.ActivationFunction)
  • org.deeplearning4j.test.TestDataSetIterator (implements org.deeplearning4j.datasets.iterator.DataSetIterator)
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • org.deeplearning4j.exception.DeepLearningException
  • org.deeplearning4j.berkeley.Triple<S,T,U>
  • org.deeplearning4j.optimize.VectorizedBackTrackLineSearch (implements org.deeplearning4j.optimize.LineOptimizerMatrix)
  • org.deeplearning4j.optimize.VectorizedDeepLearningGradientAscent (implements org.deeplearning4j.util.OptimizerMatrix)
  • org.deeplearning4j.optimize.VectorizedNonZeroStoppingConjugateGradient (implements org.deeplearning4j.util.OptimizerMatrix)
  • org.deeplearning4j.gradient.multilayer.WeightPlotListener (implements org.deeplearning4j.gradient.multilayer.MultiLayerGradientListener)

Interface Hierarchy

• java.lang.Cloneable
  • org.deeplearning4j.nn.NeuralNetwork (also extends org.deeplearning4j.optimize.NeuralNetEpochListener, java.io.Serializable)
• org.deeplearning4j.berkeley.Factory<T>
• org.deeplearning4j.berkeley.Filter<T>
• com.google.common.base.Function<F,T>
  • org.deeplearning4j.nn.activation.ActivationFunction (also extends java.io.Serializable)
  • org.deeplearning4j.distancefunction.DistanceFunction (also extends java.io.Serializable)
  • org.deeplearning4j.transformation.MatrixTransform (also extends java.io.Serializable)
• java.util.Iterator<E>
  • org.deeplearning4j.datasets.iterator.DataSetIterator (also extends java.io.Serializable)
• org.deeplearning4j.optimize.LineOptimizerMatrix
• org.deeplearning4j.optimize.LineOptimizerMatrix.ByGradient
• org.deeplearning4j.berkeley.MyMethod<I,O>
• org.deeplearning4j.optimize.NeuralNetEpochListener
  • org.deeplearning4j.nn.NeuralNetwork (also extends java.lang.Cloneable, java.io.Serializable)
• org.deeplearning4j.optimize.OptimizableByGradientValueMatrix
• org.deeplearning4j.util.OptimizerMatrix
• org.deeplearning4j.berkeley.PriorityQueueInterface<E>
• java.io.Serializable
  • org.deeplearning4j.nn.activation.ActivationFunction (also extends com.google.common.base.Function<F,T>)
  • org.deeplearning4j.datasets.iterator.DataSetFetcher
  • org.deeplearning4j.datasets.iterator.DataSetIterator (also extends java.util.Iterator<E>)
  • org.deeplearning4j.distancefunction.DistanceFunction (also extends com.google.common.base.Function<F,T>)
  • org.deeplearning4j.transformation.MatrixTransform (also extends com.google.common.base.Function<F,T>)
  • org.deeplearning4j.gradient.multilayer.MultiLayerGradientListener
  • org.deeplearning4j.nn.NeuralNetwork (also extends java.lang.Cloneable, org.deeplearning4j.optimize.NeuralNetEpochListener)
  • org.deeplearning4j.gradient.NeuralNetworkGradientListener
  • org.deeplearning4j.nn.Persistable
• org.deeplearning4j.datasets.vectorizer.Vectorizer

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • org.deeplearning4j.nn.NeuralNetwork.OptimizationAlgorithm
    • org.deeplearning4j.nn.NeuralNetwork.LossFunction