class icon trait icon trait icon trait icon
#ABCDEFGHIJKLMNOPQRSTUVWXYZdeprecated
    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
                1. 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
                2. org.clustering4ever.clustering.dataset
                  1. (trait)ClusteringAlgorithmDistributedDS
                  2. (trait)ClusteringModelDistributedDS
                3. 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
                  1. 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
                  2. 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
                    1. org.clustering4ever.clustering.keeper
                      1. (case class)ClusteringInformationsKeeperHMap
                      2. (case class)ModelsKeeper
                      3. (case class)SameNatureVectorizationsKeeper
                      4. (case class)VectorizationsKeeper
                    2. 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
                    3. 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
                    4. org.clustering4ever.clustering.predictors
                      1. (trait)DatasetPredictor
                      2. (trait)KmeansModelsPredictorDataset
                      3. (trait)KmeansModelsPredictorOneVector
                      4. (trait)OneVectorPredictor
                    5. org.clustering4ever.clustering.rdd
                      1. (trait)ClusteringAlgorithmDistributed
                      2. (case class)ClusteringInformationsDistributed
                      3. (trait)ClusteringModelDistributed
                      4. (object)
                        RowToCz
                    6. 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
                    7. 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
                    8. 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
                    9. org.clustering4ever.clusterizables
                      1. (trait)Clusterizable
                      2. (object)(case class)EasyClusterizable
                    10. org.clustering4ever.enums
                      1. (object)
                        ClusteringAlgorithmNatureEnum
                      2. (trait)ClusteringIndices
                      3. (object)
                        ExternalsIndices
                      4. (object)
                        InternalsIndices
                      5. (object)
                        KernelNature
                      6. (object)
                        NmiNormalizationNature
                    11. 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
                    12. org.clustering4ever.graph
                      1. (object)
                        DiscoverConnexComponents
                    13. 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
                    14. 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
                    15. 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
                    16. 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
                    17. org.clustering4ever.preprocessing
                      1. (trait)Preprocessable
                      2. (trait)Preprocessing
                      3. (trait)PreprocessingArgs
                    18. 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
                          1. 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
                          2. org.clustering4ever.scala.wtf
                            1. (trait)GeneralPurposable
                        3. 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
                        4. 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
                            3. org.clustering4ever.sparktools
                              1. (object)
                                UtilSpark
                            4. org.clustering4ever.stats
                              1. (object)
                                Stats
                            5. org.clustering4ever.structures
                                1. org.clustering4ever.structures.tree
                                  1. (case class)Leaf
                                  2. (case class)Node
                                  3. (object)(trait)Tree
                              1. org.clustering4ever.supervizables
                                1. (object)(case class)EasySupervizable
                                2. (trait)Supervizable
                              2. org.clustering4ever.types
                                1. (object)
                                  ClusterIDType
                                2. (object)
                                  ClusteringInformationTypes
                                3. (object)
                                  ClusteringNumberType
                                4. (object)
                                  MetricIDType
                                5. (object)
                                  VectorizationIDTypes
                              3. 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
                              4. org.clustering4ever.utils
                                1. (object)
                                  SortingTools
                              5. org.clustering4ever.vectorizables
                                1. (object)
                                  NotVectorizable
                                2. (case class)Vectorizable
                                3. (trait)VectorizableOrNot
                              6. 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
                              7. 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