1. org
   1. org.clustering4ever
      1. org.clustering4ever.clustering
         1. (trait)BinaryDataExplorator
         2. (trait)ClusteringAlgorithm
         3. (trait)ClusteringAlgorithmLocal
         4. (trait)ClusteringAlgorithmLocalBinary
         5. (trait)ClusteringAlgorithmLocalMixed
         6. (trait)ClusteringAlgorithmLocalScalar
         7. (case class)ClusteringAnalysisBasicStatsKeeper
         8. (trait)ClusteringBasicStats
         9. (trait)ClusteringBasicStatsExtended
         10. (case class)ClusteringBasicStatsKeeper
         11. (trait)ClusteringChaining
         12. (case class)ClusteringIndicesLocal
         13. (trait)ClusteringInformations
         14. (trait)ClusteringInformationsGenericNew
         15. (case class)ClusteringInformationsLocal
         16. (trait)ClusteringInformationsLocalGen
         17. (trait)ClusteringModel
         18. (trait)ClusteringModelLocal
         19. (trait)ClusteringModelLocalBinary
         20. (trait)ClusteringModelLocalMixed
         21. (trait)ClusteringModelLocalScalar
         22. (trait)ClusteringSharedTypes
         23. (trait)ClusteringStats
         24. (trait)ClustersAnalysis
         25. (trait)CollectionNature
         26. (trait)DataExplorator
         27. (trait)DataExploratorWithVectorization
         28. (trait)ModelsInformationsPerVectorization
         29. (trait)ModelsInformationsPerVectorizationAncestor
         30. (trait)ScalarDataExplorator
         1. org.clustering4ever.clustering.anttree
            1. (case class)AntTree
            2. (trait)AntTreeAlgoModelAncestor
            3. (trait)AntTreeAncestor
            4. (case class)AntTreeBinary
            5. (case class)AntTreeMixed
            6. (case class)AntTreeModel
            7. (trait)AntTreeModelAncestor
            8. (case class)AntTreeModelBinary
            9. (case class)AntTreeModelMixed
            10. (case class)AntTreeModelScalar
            11. (case class)AntTreeScalar
            12. (case class)Tree
         2. org.clustering4ever.clustering.arguments
            1. (trait)AlgorithmsArguments
            2. (trait)KArgs
            3. (trait)KernelAsArgs
            4. (trait)MaxIterationsArgs
            5. (trait)MetricArgs
            6. (trait)MinShiftArgs
         3. org.clustering4ever.clustering.centersfusionner
            1. org.clustering4ever.clustering.centersfusionner.scala
               1. (object)(trait)FusionSmallerClusters
         4. org.clustering4ever.clustering.chaining
            1. (object)(case class)BigDataClusteringChaining
            2. (trait)ChainingOneAlgorithm
            3. (object)(case class)ClusteringChainingLocal
            4. (object)(case class)DistributedClusteringChaining
            5. (case class)LocalClusteringChainingBinary
            6. (case class)LocalClusteringChainingScalar
         5. org.clustering4ever.clustering.dataset
            1. (trait)ClusteringAlgorithmDistributedDS
            2. (trait)ClusteringModelDistributedDS
         6. org.clustering4ever.clustering.epsilonproximity
            1. org.clustering4ever.clustering.epsilonproximity.rdd
               1. (object)
                  EpsilonProximity
               2. (trait)EpsilonProximityAncestor
               3. (trait)EpsilonProximityModelAncestor
               4. (case class)EpsilonProximityModelScalar
               5. (case class)EpsilonProximityScalar
            2. org.clustering4ever.clustering.epsilonproximity.scala
               1. (case class)EpsilonProximity
               2. (trait)EpsilonProximityAncestor
               3. (case class)EpsilonProximityBinary
               4. (case class)EpsilonProximityMixed
               5. (case class)EpsilonProximityModel
               6. (trait)EpsilonProximityModelAncestor
               7. (case class)EpsilonProximityModelBinary
               8. (case class)EpsilonProximityModelMixed
               9. (case class)EpsilonProximityModelScalar
               10. (case class)EpsilonProximityScalar
         7. org.clustering4ever.clustering.indices
            1. (trait)ARANDCommons
            2. (trait)ARANDDistributed
            3. (trait)ARANDLocal
            4. (trait)BinaryAndMultiExternalIndicesDistributedAncestor
            5. (trait)BinaryAndMultiExternalIndicesLocalAncestor
            6. (trait)BinaryExternalIndicesAncestor
            7. (case class)BinaryExternalIndicesDistributed
            8. (trait)BinaryExternalIndicesDistributedAncestor
            9. (case class)BinaryExternalIndicesLocal
            10. (trait)BinaryExternalIndicesLocalAncestor
            11. (trait)ClustersExternalIndicesAnalysis
            12. (trait)ClustersIndicesAnalysis
            13. (trait)ClustersIndicesAnalysisAncestor
            14. (trait)ClustersIndicesAnalysisAncestorLocal
            15. (case class)ClustersIndicesAnalysisDistributed
            16. (case class)ClustersIndicesAnalysisLocal
            17. (trait)ClustersInternalIndicesAnalysis
            18. (trait)ContingencyMatricesBasicsIndices
            19. (trait)ContingencyMatricesIndices
            20. (trait)ContingencyTableLocalCommons
            21. (trait)ExternalIndicesDistributedDataAncestor
            22. (object)
                ExternalIndicesDistributedUtils
            23. (trait)ExternalIndicesLocalDataAncestor
            24. (object)
                ExternalIndicesLocalUtils
            25. (trait)IndicesDoc
            26. (trait)InternalIndicesAncestorDistributed
            27. (trait)InternalIndicesAncestorLocal
            28. (case class)InternalIndicesBinaryLocal
            29. (trait)InternalIndicesCommons
            30. (object)(case class)InternalIndicesDistributed
            31. (object)(case class)InternalIndicesLocal
            32. (case class)InternalIndicesScalarLocal
            33. (trait)MultiClassesContingencyTable
            34. (trait)MultiClassesContingencyTableDistributed
            35. (trait)MultiClassesContingencyTableLocal
            36. (case class)MultiExternalIndicesDistributed
            37. (case class)MultiExternalIndicesLocal
            38. (case class)NmiAccumulator
            39. (trait)TPTNFPFNAncestor
         8. org.clustering4ever.clustering.kcenters
            1. org.clustering4ever.clustering.kcenters.dataset
               1. (trait)KCentersAncestor
               2. (trait)KCentersModelAncestor
               3. (case class)KMeans
               4. (case class)KMeansModel
            2. org.clustering4ever.clustering.kcenters.rdd
               1. (case class)KCenters
               2. (trait)KCentersAncestor
               3. (case class)KCentersModel
               4. (trait)KCentersModelAncestor
               5. (trait)KCentersModelSuperAncestor
               6. (trait)KCommonsSpark
               7. (object)(case class)KMeans
               8. (case class)KMeansModel
               9. (object)(case class)KModes
               10. (case class)KModesModel
               11. (case class)KPrototypes
               12. (case class)KPrototypesModels
            3. org.clustering4ever.clustering.kcenters.scala
               1. (case class)KCenters
               2. (trait)KCentersAncestor
               3. (case class)KCentersModel
               4. (trait)KCentersModelAncestor
               5. (trait)KCentersModelCommons
               6. (trait)KCommons
               7. (trait)KCommonsArgs
               8. (object)(case class)KMeans
               9. (case class)KMeansModel
               10. (object)(case class)KModes
               11. (case class)KModesModel
               12. (object)
                   KPPInitializer
               13. (case class)KPrototypes
               14. (case class)KPrototypesModels
         9. org.clustering4ever.clustering.keeper
            1. (case class)ClusteringInformationsKeeperHMap
            2. (case class)ModelsKeeper
            3. (case class)SameNatureVectorizationsKeeper
            4. (case class)VectorizationsKeeper
         10. org.clustering4ever.clustering.models
             1. (trait)CenterModel
             2. (trait)CenterModelBinary
             3. (trait)CenterModelCz
             4. (trait)CenterModelDistributed
             5. (trait)CenterModelDistributedCz
             6. (trait)CenterModelDistributedCzDS
             7. (trait)CenterModelLocal
             8. (trait)CenterModelLocalBinary
             9. (trait)CenterModelLocalCz
             10. (trait)CenterModelLocalReal
             11. (trait)CenterModelMixed
             12. (trait)CenterModelMixedLocal
             13. (trait)CenterModelReal
             14. (trait)CenterModelSimpleV
             15. (trait)CenterModelSimpleVLocal
             16. (trait)DataBasedModel
             17. (trait)KnnModelModel
             18. (trait)KnnModelModelBinary
             19. (trait)KnnModelModelCz
             20. (trait)KnnModelModelLocal
             21. (trait)KnnModelModelLocalCz
             22. (trait)KnnModelModelLocalSimpleV
             23. (trait)KnnModelModelMixed
             24. (trait)KnnModelModelScalar
             25. (trait)KnnModelSimpleV
             26. (trait)MetricModel
         11. org.clustering4ever.clustering.patchwork
             1. (class)PatchWork
             2. (case class)PatchWorkCell
             3. (class)PatchWorkCellKey
             4. (case class)PatchWorkCluster
             5. (case class)PatchWorkModel
             6. (object)
                PatchWorkUtils
         12. org.clustering4ever.clustering.predictors
             1. (trait)DatasetPredictor
             2. (trait)KmeansModelsPredictorDataset
             3. (trait)KmeansModelsPredictorOneVector
             4. (trait)OneVectorPredictor
         13. org.clustering4ever.clustering.rdd
             1. (trait)ClusteringAlgorithmDistributed
             2. (case class)ClusteringInformationsDistributed
             3. (trait)ClusteringModelDistributed
             4. (object)
                RowToCz
         14. org.clustering4ever.clustering.rla
             1. (case class)RLA
             2. (trait)RLAAncestor
             3. (case class)RLABinary
             4. (case class)RLAMixed
             5. (case class)RLAModel
             6. (trait)RLAModelAncestor
             7. (case class)RLAModelBinary
             8. (case class)RLAModelMixed
             9. (case class)RLAModelScalar
             10. (object)(case class)RLAScalar
         15. org.clustering4ever.clustering.scala
             1. org.clustering4ever.clustering.scala.meanshift
                1. (case class)GradientAscent
                2. (trait)GradientAscentAncestor
                3. (trait)GradientAscentArgs
                4. (case class)GradientAscentBinary
                5. (case class)GradientAscentMixed
                6. (object)(case class)GradientAscentScalar
                7. (object)
                   OptimalKChoice
      2. org.clustering4ever.clusteringanalysis
         1. (object)(case class)BinaryClustersAnalysis
         2. (case class)ClusteringBinaryAnalysis
         3. (trait)ClusteringBinaryStatsAncestor
         4. (trait)ClustersAnalysisDistributed
         5. (trait)ClustersAnalysisLocal
         6. (case class)EveryClusteringBinaryAnalysis
         7. (trait)EveryClusteringBinaryStatsAncestor
         8. (case class)RealClustersAnalysis
      3. org.clustering4ever.clusterizables
         1. (trait)Clusterizable
         2. (object)(case class)EasyClusterizable
      4. org.clustering4ever.enums
         1. (object)
            ClusteringAlgorithmNatureEnum
         2. (trait)ClusteringIndices
         3. (object)
            ExternalsIndices
         4. (object)
            InternalsIndices
         5. (object)
            KernelNature
         6. (object)
            NmiNormalizationNature
      5. org.clustering4ever.extensibleAlgorithmNature
         1. (object)
            AntTree
         2. (object)
            AntTreeBinary
         3. (object)
            AntTreeMixed
         4. (object)
            AntTreeScalar
         5. (trait)ClusteringAlgorithmNature
         6. (object)
            EpsilonProximity
         7. (object)
            EpsilonProximityBinary
         8. (object)
            EpsilonProximityMixed
         9. (object)
            EpsilonProximityScalar
         10. (object)
             GaussianMixtures
         11. (object)
             GradientAscent
         12. (object)
             JenksNaturalBreaks
         13. (object)
             KCenters
         14. (object)
             KMeans
         15. (object)
             KModes
         16. (object)
             KPrototypes
         17. (trait)PreprocessingAlgorithmNature
         18. (object)
             RLA
         19. (object)
             RLABinary
         20. (object)
             RLAMixed
         21. (object)
             RLAScalar
         22. (object)
             TensorBiclustering
      6. org.clustering4ever.graph
         1. (object)
            DiscoverConnexComponents
      7. org.clustering4ever.hashing
         1. (trait)GenericHashing
         2. (trait)Hashing
         3. (trait)HashingArgs
         4. (trait)HashingBinary
         5. (trait)HashingMixed
         6. (trait)HashingScalar
         7. (case class)HDLSH
         8. (case class)LDLSH
         9. (trait)RealSpacePartionner
      8. org.clustering4ever.identifiables
         1. (case class)EasyIdentifiedRawObject
         2. (case class)EasyIdentifiedVector
         3. (trait)HashCodeExtensionForVeryLargeDataSets
         4. (trait)IdentifiedGVector
         5. (trait)IdentifiedRawObject
         6. (trait)IdentifiedVector
         7. (trait)IdentifiedVectorizableObject
         8. (trait)IdentifiedWithVectorizations
      9. org.clustering4ever.kernels
         1. (trait)Estimator
         2. (trait)EstimatorArgs
         3. (trait)EstimatorArgsBinaryWithMetric
         4. (case class)EstimatorArgsFlat
         5. (case class)EstimatorArgsGaussian
         6. (trait)EstimatorArgsKnn
         7. (case class)EstimatorArgsKnnBinary
         8. (trait)EstimatorArgsKnnBinaryAncestor
         9. (case class)EstimatorArgsKnnEuclidean
         10. (case class)EstimatorArgsKnnHamming
         11. (case class)EstimatorArgsKnnScalar
         12. (trait)EstimatorArgsKnnScalarAncestor
         13. (trait)EstimatorArgsMixedWithMetric
         14. (trait)EstimatorArgsScalarWithMetric
         15. (case class)EstimatorArgsSigmoid
         16. (trait)EstimatorArgsWithMetric
         17. (trait)EstimatorBinary
         18. (case class)EstimatorFlat
         19. (case class)EstimatorGaussian
         20. (trait)EstimatorKnn
         21. (case class)EstimatorKnnBinary
         22. (trait)EstimatorKnnBinaryAncestor
         23. (case class)EstimatorKnnEuclidean
         24. (case class)EstimatorKnnEuclideanEasy
         25. (case class)EstimatorKnnScalar
         26. (trait)EstimatorKnnScalarAncestor
         27. (trait)EstimatorMixed
         28. (trait)EstimatorScalar
         29. (case class)EstimatorSigmoid
         30. (object)
             EstimatorUtils
         31. (object)
             GmmKernels
      10. org.clustering4ever.math
          1. (object)
             MathC4E
          1. org.clustering4ever.math.distances
             1. (trait)BinaryDistance
             2. (object)
                BinaryDistanceUtil
             3. (trait)ContinuousDistance
             4. (trait)Distance
             5. (object)
                EmptyDistance
             6. (trait)GenericDistance
             7. (trait)GSimpleVectorDistance
             8. (trait)MetricArgs
             9. (trait)MixedDistance
             10. (trait)RawBinaryDistance
             11. (trait)RawContinuousDistance
             1. org.clustering4ever.math.distances.binary
                1. (case class)Hamming
                2. (trait)HammingMeta
                3. (case class)MeanMahanttan
                4. (case class)PatternDifference
                5. (case class)RawHamming
                6. (case class)ShapeDifference
                7. (case class)SizeDifference
                8. (case class)Vari
             2. org.clustering4ever.math.distances.mixt
                1. (case class)HammingAndEuclidean
                2. (trait)HammingAndEuclideanMeta
             3. org.clustering4ever.math.distances.scalar
                1. (case class)Cosine
                2. (case class)Euclidean
                3. (trait)EuclideanAncestor
                4. (trait)EuclideanSubAncestor
                5. (case class)Minkowski
                6. (trait)MinkowskiMeta
                7. (case class)RawEuclidean
      11. org.clustering4ever.preprocessing
          1. (trait)Preprocessable
          2. (trait)Preprocessing
          3. (trait)PreprocessingArgs
      12. org.clustering4ever.scala
          1. org.clustering4ever.scala.clustering
             1. (object)(case class)JenksNaturalBreaks
             2. (case class)JenksNaturalBreaksModel
             1. org.clustering4ever.scala.clustering.tensor
                1. (object)(class)EigenValue
                2. (object)(class)MultipleBiclusters
                3. (object)(class)RecursiveBiclusters
                4. (class)TensorBiclusteringModel
                5. (object)
                   TensorCommons
                6. (object)(class)TensorFoldSpectral
                7. (object)(class)ThIndFibers
                8. (object)(class)ThSumFibers
                9. (object)(class)UnfoldingSpectral
          2. org.clustering4ever.scala.preprocessing
             1. org.clustering4ever.scala.preprocessing.rst
                1. (object)(trait)RoughSet
                2. (trait)RoughSetCommons
             2. org.clustering4ever.scala.preprocessing.util
                1. (object)
                   Util
          3. org.clustering4ever.scala.umap
             1. (case class)AngularRPSplit
             2. (trait)Distance
             3. (case class)Euclidean
             4. (case class)EuclideanRPSplit
             5. (case class)FlatTree
             6. (case class)Forest
             7. (case class)Hamming
             8. (case class)Heap
             9. (object)
                MainTest
             10. (case class)Minkowski
             11. (object)
                 NNDescent
             12. (case class)RPLeaf
             13. (case class)RPNode
             14. (trait)RPSplit
             15. (object)(trait)RPTree
             16. (object)
                 Sparse
             17. (object)(class)UMAP
             18. (object)
                 Utils
             1. org.clustering4ever.scala.umap.tests
                1. (object)
                   FindABParamsTests
                2. (object)
                   SmoothKNNandMemberShipTests
          4. org.clustering4ever.scala.wtf
             1. (trait)GeneralPurposable
      13. org.clustering4ever.shapeless
          1. (object)(class)ClusteringInformationsMapping
          2. (class)DistancesMapping
          3. (object)
             HListRelated
          4. (object)(class)InformationsMapping
          5. (object)(class)ModelsMapping
          6. (object)(class)VectorizationMapping
          7. (object)(class)VMapping
      14. org.clustering4ever.spark
          1. org.clustering4ever.spark.clustering
             1. (object)(case class)GradientAscent
             1. org.clustering4ever.spark.clustering.BatchStream
                1. (class)BatchStream
                2. (class)BatchStreamModel
                3. (class)PointObj
                4. (class)Prototype
             2. org.clustering4ever.spark.clustering.clusterwise
                1. (trait)AbstractRegression
                2. (object)(case class)Clusterwise
                3. (object)(case class)ClusterwiseCore
                4. (case class)ClusterwiseModel
                5. (trait)ClusterwiseTypes
                6. (trait)CommonPLSTypes
                7. (object)(case class)PLS
             3. org.clustering4ever.spark.clustering.mtm
                1. (class)AbstractModel
                2. (class)AbstractPrototype
                3. (trait)AbstractTrainer
                4. (object)
                   DataGen
                5. (object)
                   DataGenerator
                6. (object)
                   IO
                7. (class)Matrix
                8. (class)NamedVector
                9. (object)
                   Output
                10. (class)PointObj
                11. (object)
                    RunSom
                12. (class)SomTrainerA
                13. (object)
                    SparkReader
                14. (object)
                    WriterClusters
          2. org.clustering4ever.spark.preprocessing
             1. org.clustering4ever.spark.preprocessing.rst
                1. (class)DistributedRoughSet
                2. (trait)DistributedRoughSetCommons
      15. org.clustering4ever.sparktools
          1. (object)
             UtilSpark
      16. org.clustering4ever.stats
          1. (object)
             Stats
      17. org.clustering4ever.structures
          1. org.clustering4ever.structures.tree
             1. (case class)Leaf
             2. (case class)Node
             3. (object)(trait)Tree
      18. org.clustering4ever.supervizables
          1. (object)(case class)EasySupervizable
          2. (trait)Supervizable
      19. org.clustering4ever.types
          1. (object)
             ClusterIDType
          2. (object)
             ClusteringInformationTypes
          3. (object)
             ClusteringNumberType
          4. (object)
             MetricIDType
          5. (object)
             VectorizationIDTypes
      20. org.clustering4ever.util
          1. (object)
             ArrayAndSeqTowardGVectorImplicit
          2. (object)
             ClusterBasicOperations
          3. (object)
             ClusteringIndicesCommons
          4. (object)
             FromArrayToSeq
          5. (object)
             RecursivFunctions
          6. (object)
             ScalaCollectionImplicits
          7. (object)
             SimilarityMatrix
          8. (object)
             SparkImplicits
          9. (object)
             SumVectors
          10. (object)
              VectorsAddOperationsImplicits
      21. org.clustering4ever.utils
          1. (object)
             SortingTools
      22. org.clustering4ever.vectorizables
          1. (object)
             NotVectorizable
          2. (case class)Vectorizable
          3. (trait)VectorizableOrNot
      23. org.clustering4ever.vectorizations
          1. (case class)EasyVectorizationDistributed
          2. (case class)EasyVectorizationLocal
          3. (case class)EasyVectorizationLocalGenBinary
          4. (case class)EasyVectorizationLocalGenScalar
          5. (trait)Vectorization
          6. (trait)VectorizationAncestor
          7. (trait)VectorizationDistributed
          8. (trait)VectorizationGenLocal
          9. (trait)VectorizationLocal
          10. (trait)VectorizationLocalBinary
          11. (trait)VectorizationLocalScalar
          12. (trait)VectorizationToRevise
      24. org.clustering4ever.vectors
          1. (case class)BinaryVector
          2. (trait)GBinaryVector
          3. (case class)GenericObjectVector
          4. (trait)GMixedVector
          5. (trait)GScalarVector
          6. (trait)GSimpleVector
          7. (trait)GVector
          8. (case class)MixedVector
          9. (trait)NumericalVector
          10. (case class)ScalarVector
          11. (case class)SupervizedVector