Hierarchy For All Packages

Package Hierarchies:

• hex,
• hex.aggregator,
• hex.api,
• hex.coxph,
• hex.deeplearning,
• hex.deepwater,
• hex.ensemble,
• hex.example,
• hex.glm,
• hex.glrm,
• hex.gram,
• hex.grep,
• hex.kmeans,
• hex.naivebayes,
• hex.optimization,
• hex.pca,
• hex.schemas,
• hex.splitframe,
• hex.svd,
• hex.tree,
• hex.tree.drf,
• hex.tree.gbm,
• hex.util,
• hex.word2vec,
• water.api,
• water.rapids.prims.word2vec

Class Hierarchy

• java.lang.Object
  • water.api.AbstractRegister (implements water.api.RestApiExtension)
    • hex.api.RegisterAlgos
  • hex.optimization.ADMM
  • hex.optimization.ADMM.L1Solver
  • hex.util.ClusteringUtils
  • hex.glm.ComputationState
  • hex.DataInfo.Rows
  • hex.deeplearning.DeepLearningModelInfo.GradientCheck
  • hex.util.DimensionReductionUtils
  • hex.deeplearning.Dropout
  • jsr166y.ForkJoinTask<V> (implements java.util.concurrent.Future<V>, java.io.Serializable)
    • jsr166y.CountedCompleter
      • water.H2O.H2OCountedCompleter<T> (implements java.lang.Cloneable, water.Freezable<T>)
        • hex.coxph.CoxPH.CoxPHDriver
        • hex.deeplearning.DeepLearning.DeepLearningDriver
        • hex.deepwater.DeepWater.DeepWaterDriver
        • water.DTask<T>
          • water.MRTask<T> (implements jsr166y.ForkJoinPool.ManagedBlocker)
            • hex.deeplearning.DeepLearningTask2
            • hex.tree.DTreeScorer<T>
              • hex.tree.ReconstructTreeState
            • hex.FrameTask<T>
              • hex.coxph.CoxPH.CoxPHTask
              • hex.deeplearning.DeepLearningTask
              • hex.deepwater.DeepWaterTask
              • hex.util.LinearAlgebraUtils.BMulTask
            • hex.FrameTask.ExtractDenseRow
            • hex.FrameTask2<T>
              • hex.glm.GLMTask.ComputeSETsk
              • hex.glm.GLMTask.GLMIterationTask
              • hex.glm.GLMTask.GLMIterationTaskMultinomial
              • hex.glm.GLMTask.GLMMultinomialUpdate
              • hex.glm.GLMTask.LSTask
                • hex.glm.GLMTask.GLMMultinomialWLSTask
                • hex.glm.GLMTask.GLMWLSTask
              • hex.gram.Gram.GramTask
            • hex.tree.gbm.GBM.DiffMinusMedianDiff
            • hex.glm.GLMScore
            • hex.glm.GLMTask.GLMCoordinateDescentTaskSeqIntercept
            • hex.glm.GLMTask.GLMCoordinateDescentTaskSeqNaive
            • hex.glm.GLMTask.GLMGenerateWeightsTask
            • hex.glm.GLMTask.YMUTask
            • hex.gram.Gram.OuterGramTask
            • hex.util.LinearAlgebraUtils.BMulInPlaceTask
            • hex.util.LinearAlgebraUtils.ForwardSolve
            • hex.util.LinearAlgebraUtils.ForwardSolveInPlace
            • hex.util.LinearAlgebraUtils.SMulTask
            • hex.tree.Sample
            • hex.tree.Score
            • hex.tree.ScoreBuildHistogram
              • hex.tree.ScoreBuildHistogram2
            • hex.tree.drf.TreeMeasuresCollector
            • hex.tree.drf.TreeMeasuresCollector.ShuffleTask
            • hex.word2vec.WordCountTask
            • hex.word2vec.WordVectorConverter
            • hex.word2vec.WordVectorTrainer
        • hex.glm.GLM.GLMDriver (implements hex.optimization.L_BFGS.ProgressMonitor)
        • water.api.Handler
          • hex.api.MakeGLMModelHandler
          • hex.api.Word2VecHandler
        • hex.tree.SharedTree.Driver
  • hex.glm.GLM.GLMGradientSolver (implements hex.optimization.OptimizationUtils.GradientSolver)
  • hex.glm.GLM.GramSolver (implements hex.optimization.ADMM.ProximalSolver)
  • hex.glm.GLM.ProximalGradientSolver (implements hex.optimization.ADMM.ProximalSolver, hex.optimization.OptimizationUtils.GradientSolver)
  • hex.glm.GLMModel.GLMWeights
  • hex.glm.GLMTask
  • hex.gram.Gram.Cholesky
  • hex.gram.Gram.InPlaceCholesky
  • water.Iced<D> (implements java.io.Externalizable, water.Freezable<T>)
    • hex.aggregator.Aggregator.Exemplar
    • water.rapids.ast.AstRoot<T>
      • water.rapids.ast.AstPrimitive<T>
        • water.rapids.prims.word2vec.AstWord2VecToFrame
    • hex.DataInfo.Row
    • hex.deeplearning.DeepLearningModelInfo
    • hex.deepwater.DeepWaterModelInfo
    • hex.tree.DHistogram
    • hex.tree.DTree
    • hex.tree.DTree.Node
      • hex.tree.DTree.DecidedNode
      • hex.tree.DTree.LeafNode
      • hex.tree.DTree.UndecidedNode
    • hex.tree.DTree.Split
    • hex.glm.GLM.BetaConstraint
    • hex.glm.GLMModel.GLMWeightsFun
    • hex.glm.GLMModel.RegularizationPath
    • hex.glm.GLMModel.Submodel
    • hex.glrm.GLRM.Archetypes
    • hex.gram.Gram
    • water.Keyed<T>
      • hex.tree.CompressedTree
      • hex.DataInfo
      • water.Lockable<T>
        • hex.Model<M,P,O>
          • hex.aggregator.AggregatorModel (implements hex.Model.ExemplarMembers)
          • hex.ClusteringModel<M,P,O>
            • hex.kmeans.KMeansModel
          • hex.coxph.CoxPHModel
          • hex.deeplearning.DeepLearningModel (implements hex.Model.DeepFeatures)
          • hex.deepwater.DeepWaterModel (implements hex.Model.DeepFeatures)
          • hex.example.ExampleModel
          • hex.glm.GLMModel
          • hex.glrm.GLRMModel (implements hex.Model.GLRMArchetypes)
          • hex.grep.GrepModel
          • hex.naivebayes.NaiveBayesModel
          • hex.pca.PCAModel
          • hex.tree.SharedTreeModel<M,P,O> (implements hex.Model.GetMostImportantFeatures, hex.Model.LeafNodeAssignment)
            • hex.tree.drf.DRFModel
            • hex.tree.gbm.GBMModel
          • hex.StackedEnsembleModel
          • hex.svd.SVDModel
          • hex.word2vec.Word2VecModel
      • hex.ModelMetrics
        • hex.ModelMetricsUnsupervised
          • hex.aggregator.ModelMetricsAggregator
          • hex.glrm.ModelMetricsGLRM
          • hex.pca.ModelMetricsPCA
          • hex.svd.SVDModel.ModelMetricsSVD
      • hex.word2vec.Word2VecModel.Vocabulary
      • hex.word2vec.Word2VecModel.WordCounts
    • hex.optimization.L_BFGS
    • hex.optimization.L_BFGS.History
    • hex.Model.Output
      • hex.aggregator.AggregatorModel.AggregatorOutput
      • hex.ClusteringModel.ClusteringOutput
        • hex.kmeans.KMeansModel.KMeansOutput
      • hex.coxph.CoxPHModel.CoxPHOutput
      • hex.deeplearning.DeepLearningModel.DeepLearningModelOutput
      • hex.deepwater.DeepWaterModelOutput
      • hex.example.ExampleModel.ExampleOutput
      • hex.glm.GLMModel.GLMOutput
      • hex.glrm.GLRMModel.GLRMOutput
      • hex.grep.GrepModel.GrepOutput
      • hex.naivebayes.NaiveBayesModel.NaiveBayesOutput
      • hex.pca.PCAModel.PCAOutput
      • hex.tree.SharedTreeModel.SharedTreeOutput
        • hex.tree.drf.DRFModel.DRFOutput
        • hex.tree.gbm.GBMModel.GBMOutput
      • hex.StackedEnsembleModel.StackedEnsembleOutput
      • hex.svd.SVDModel.SVDOutput
      • hex.word2vec.Word2VecModel.Word2VecOutput
    • hex.Model.Parameters
      • hex.aggregator.AggregatorModel.AggregatorParameters
      • hex.ClusteringModel.ClusteringParameters
        • hex.kmeans.KMeansModel.KMeansParameters
      • hex.coxph.CoxPHModel.CoxPHParameters
      • hex.deeplearning.DeepLearningModel.DeepLearningParameters
      • hex.deepwater.DeepWaterParameters
      • hex.example.ExampleModel.ExampleParameters
      • hex.glm.GLMModel.GLMParameters
      • hex.glrm.GLRMModel.GLRMParameters
      • hex.grep.GrepModel.GrepParameters
      • hex.naivebayes.NaiveBayesModel.NaiveBayesParameters
      • hex.pca.PCAModel.PCAParameters
      • hex.tree.SharedTreeModel.SharedTreeParameters
        • hex.tree.drf.DRFModel.DRFParameters
        • hex.tree.gbm.GBMModel.GBMParameters
      • hex.StackedEnsembleModel.StackedEnsembleParameters
      • hex.svd.SVDModel.SVDParameters
      • hex.word2vec.Word2VecModel.Word2VecParameters
    • hex.ModelBuilder<M,P,O>
      • hex.aggregator.Aggregator
      • hex.ClusteringModelBuilder<M,P,O>
        • hex.kmeans.KMeans
      • hex.coxph.CoxPH
      • hex.deeplearning.DeepLearning
      • hex.deepwater.DeepWater
      • hex.example.Example
      • hex.glm.GLM
      • hex.glrm.GLRM
      • hex.grep.Grep
      • hex.naivebayes.NaiveBayes
      • hex.pca.PCA
      • hex.tree.SharedTree<M,P,O>
        • hex.tree.drf.DRF
        • hex.tree.gbm.GBM
      • hex.ensemble.StackedEnsemble
      • hex.svd.SVD
      • hex.word2vec.Word2Vec
    • hex.ModelMetrics.MetricBuilder<T>
      • hex.ModelMetricsSupervised.MetricBuilderSupervised<T>
        • hex.glm.GLMMetricBuilder
      • hex.ModelMetricsUnsupervised.MetricBuilderUnsupervised<T>
        • hex.aggregator.ModelMetricsAggregator.AggregatorModelMetrics
        • hex.glrm.ModelMetricsGLRM.GlrmModelMetricsBuilder
        • hex.pca.ModelMetricsPCA.PCAModelMetrics
        • hex.svd.SVDModel.ModelMetricsSVD.SVDModelMetrics
    • hex.optimization.OptimizationUtils.GradientInfo
      • hex.glm.GLM.GLMGradientInfo
        • hex.glm.ComputationState.GLMSubsetGinfo
      • hex.glm.GLM.ProximalGradientInfo
    • water.api.Schema<I,S>
      • hex.schemas.GramV3
      • water.api.schemas3.SchemaV3<I,S>
        • hex.schemas.DataInfoFrameV3
        • hex.schemas.GLMRegularizationPathV3
        • hex.schemas.MakeGLMModelV3
        • water.api.schemas3.ModelMetricsBaseV3<I,S>
          • water.api.ModelMetricsGLRMV99
          • water.api.ModelMetricsPCAV3
          • water.api.ModelMetricsSVDV99
        • water.api.schemas3.ModelOutputSchemaV3<O,S>
          • hex.schemas.AggregatorModelV99.AggregatorModelOutputV99
          • hex.schemas.CoxPHModelV3.CoxPHModelOutputV3
          • hex.schemas.DeepLearningModelV3.DeepLearningModelOutputV3
          • hex.schemas.DeepWaterModelV3.DeepWaterModelOutputV3
          • hex.schemas.ExampleModelV3.ExampleModelOutputV3
          • hex.schemas.GLMModelV3.GLMModelOutputV3
          • hex.schemas.GLRMModelV3.GLRMModelOutputV3
          • hex.schemas.GrepModelV3.GrepModelOutputV3
          • hex.schemas.KMeansModelV3.KMeansModelOutputV3
          • hex.schemas.NaiveBayesModelV3.NaiveBayesModelOutputV3
          • hex.schemas.PCAModelV3.PCAModelOutputV3
          • hex.schemas.SharedTreeModelV3.SharedTreeModelOutputV3<O,SO>
            • hex.schemas.DRFModelV3.DRFModelOutputV3
            • hex.schemas.GBMModelV3.GBMModelOutputV3
          • hex.schemas.StackedEnsembleModelV99.StackedEnsembleModelOutputV99
          • hex.schemas.SVDModelV99.SVDModelOutputV99
          • hex.schemas.Word2VecModelV3.Word2VecModelOutputV3
        • water.api.schemas3.ModelParametersSchemaV3<P,S>
          • hex.schemas.AggregatorV99.AggregatorParametersV99
          • water.api.schemas3.ClusteringModelParametersSchemaV3<P,S>
            • hex.schemas.KMeansV3.KMeansParametersV3
          • hex.schemas.CoxPHV3.CoxPHParametersV3
          • hex.schemas.DeepLearningV3.DeepLearningParametersV3
          • hex.schemas.DeepWaterV3.DeepWaterParametersV3
          • hex.schemas.ExampleV3.ExampleParametersV3
          • hex.schemas.GLMV3.GLMParametersV3
          • hex.schemas.GLRMV3.GLRMParametersV3
          • hex.schemas.GrepV3.GrepParametersV3
          • hex.schemas.NaiveBayesV3.NaiveBayesParametersV3
          • hex.schemas.PCAV3.PCAParametersV3
          • hex.schemas.SharedTreeV3.SharedTreeParametersV3<P,S>
            • hex.schemas.DRFV3.DRFParametersV3
            • hex.schemas.GBMV3.GBMParametersV3
          • hex.schemas.StackedEnsembleV99.StackedEnsembleParametersV99
          • hex.schemas.SVDV99.SVDParametersV99
          • hex.schemas.Word2VecV3.Word2VecParametersV3
        • water.api.schemas3.ModelSchemaBaseV3<M,S>
          • water.api.schemas3.ModelSchemaV3<M,S,P,PS,O,OS>
            • hex.schemas.AggregatorModelV99
            • hex.schemas.CoxPHModelV3
            • hex.schemas.DeepLearningModelV3
            • hex.schemas.DeepWaterModelV3
            • hex.schemas.ExampleModelV3
            • hex.schemas.GLMModelV3
            • hex.schemas.GLRMModelV3
            • hex.schemas.GrepModelV3
            • hex.schemas.KMeansModelV3
            • hex.schemas.NaiveBayesModelV3
            • hex.schemas.PCAModelV3
            • hex.schemas.SharedTreeModelV3<M,S,P,PS,O,OS>
              • hex.schemas.DRFModelV3
              • hex.schemas.GBMModelV3
            • hex.schemas.StackedEnsembleModelV99
            • hex.schemas.SVDModelV99
            • hex.schemas.Word2VecModelV3
        • water.api.schemas3.RequestSchemaV3<I,S>
          • hex.schemas.ModelBuilderSchema<B,S,P> (implements water.api.SpecifiesHttpResponseCode)
            • hex.schemas.AggregatorV99
            • hex.schemas.ClusteringModelBuilderSchema<B,S,P>
              • hex.schemas.KMeansV3
            • hex.schemas.CoxPHV3
            • hex.schemas.DeepLearningV3
            • hex.schemas.DeepWaterV3
            • hex.schemas.ExampleV3
            • hex.schemas.GLMV3
            • hex.schemas.GLRMV3
            • hex.schemas.GrepV3
            • hex.schemas.NaiveBayesV3
            • hex.schemas.PCAV3
            • hex.schemas.SharedTreeV3<B,S,P>
              • hex.schemas.DRFV3
              • hex.schemas.GBMV3
            • hex.schemas.StackedEnsembleV99
            • hex.schemas.SVDV99
            • hex.schemas.Word2VecV3
        • hex.schemas.TreeStatsV3
        • hex.schemas.Word2VecSynonymsV3
        • hex.schemas.Word2VecTransformV3
    • hex.ScoringInfo
      • hex.deeplearning.DeepLearningScoringInfo (implements hex.ScoringInfo.HasEpochs, hex.ScoringInfo.HasIterations, hex.ScoringInfo.HasSamples)
      • hex.deepwater.DeepWaterScoringInfo (implements hex.ScoringInfo.HasEpochs, hex.ScoringInfo.HasIterations, hex.ScoringInfo.HasSamples)
    • hex.tree.SharedTree.FrameMap
    • hex.deeplearning.Storage.DenseColMatrix (implements hex.deeplearning.Storage.Matrix)
    • hex.deeplearning.Storage.DenseRowMatrix (implements hex.deeplearning.Storage.Matrix)
    • hex.deeplearning.Storage.DenseVector (implements hex.deeplearning.Storage.Vector)
    • hex.deeplearning.Storage.SparseRowMatrix (implements hex.deeplearning.Storage.Matrix)
    • hex.tree.drf.TreeMeasuresCollector.TreeMeasures<T>
      • hex.tree.drf.TreeMeasuresCollector.TreeSSE
      • hex.tree.drf.TreeMeasuresCollector.TreeVotes
    • hex.tree.TreeStats
    • hex.word2vec.Word2VecModel.Word2VecModelInfo
  • hex.optimization.L_BFGS.Result
  • hex.util.LinearAlgebraUtils
  • hex.deeplearning.MurmurHash
  • hex.deeplearning.Neurons
    • hex.deeplearning.Neurons.ExpRectifier
      • hex.deeplearning.Neurons.ExpRectifierDropout
    • hex.deeplearning.Neurons.Input
    • hex.deeplearning.Neurons.Maxout
      • hex.deeplearning.Neurons.MaxoutDropout
    • hex.deeplearning.Neurons.Output
      • hex.deeplearning.Neurons.Linear
      • hex.deeplearning.Neurons.Softmax
    • hex.deeplearning.Neurons.Rectifier
      • hex.deeplearning.Neurons.RectifierDropout
    • hex.deeplearning.Neurons.Tanh
      • hex.deeplearning.Neurons.TanhDropout
  • hex.optimization.OptimizationUtils
  • hex.optimization.OptimizationUtils.MoreThuente (implements hex.optimization.OptimizationUtils.LineSearchSolver)
  • hex.optimization.OptimizationUtils.SimpleBacktrackingLS (implements hex.optimization.OptimizationUtils.LineSearchSolver)
  • hex.splitframe.ShuffleSplitFrame
  • hex.deeplearning.Storage
  • water.api.StreamWriter
    • hex.ModelMojoWriter<M,P,O>
      • hex.deepwater.DeepwaterMojoWriter
      • hex.glm.GLMMojoWriter
      • hex.glrm.GlrmMojoWriter
      • hex.kmeans.KMeansMojoWriter
      • hex.tree.SharedTreeMojoWriter<M,P,O>
        • hex.tree.drf.DrfMojoWriter
        • hex.tree.gbm.GbmMojoWriter
      • hex.word2vec.Word2VecMojoWriter
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • java.lang.RuntimeException
        • hex.gram.Gram.CollinearColumnsException
        • hex.gram.Gram.NonSPDMatrixException
  • hex.tree.TreeVisitor<T>

Interface Hierarchy

• hex.optimization.ADMM.ProximalSolver
• hex.optimization.L_BFGS.ProgressMonitor
• hex.optimization.OptimizationUtils.GradientSolver
• hex.optimization.OptimizationUtils.LineSearchSolver
• hex.deeplearning.Storage.Matrix
• hex.deeplearning.Storage.Tensor
• hex.deeplearning.Storage.Vector

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • hex.tree.SharedTreeModel.SharedTreeParameters.HistogramType
    • hex.tree.DHistogram.NASplitDir
    • hex.kmeans.KMeans.Initialization
    • hex.deeplearning.DeepLearningModel.DeepLearningParameters.MissingValuesHandling
    • hex.deeplearning.DeepLearningModel.DeepLearningParameters.ClassSamplingMethod
    • hex.deeplearning.DeepLearningModel.DeepLearningParameters.InitialWeightDistribution
    • hex.deeplearning.DeepLearningModel.DeepLearningParameters.Activation
    • hex.deeplearning.DeepLearningModel.DeepLearningParameters.Loss
    • hex.coxph.CoxPHModel.CoxPHParameters.CoxPHTies
    • hex.DataInfo.TransformType
    • hex.pca.PCAModel.PCAParameters.Method
    • hex.word2vec.Word2VecModel.AggregateMethod
    • hex.word2vec.Word2Vec.WordModel
    • hex.word2vec.Word2Vec.NormModel
    • hex.svd.SVDModel.SVDParameters.Method
    • hex.glm.GLMModel.GLMParameters.Family
    • hex.glm.GLMModel.GLMParameters.Link
    • hex.glm.GLMModel.GLMParameters.Solver
    • hex.deepwater.DeepWaterParameters.Network
    • hex.deepwater.DeepWaterParameters.Backend
    • hex.deepwater.DeepWaterParameters.ProblemType
    • hex.deepwater.DeepWaterParameters.MissingValuesHandling
    • hex.deepwater.DeepWaterParameters.Activation