class icon trait icon trait icon trait icon
    1. com
        1. com.johnsnowlabs
            1. com.johnsnowlabs.collections
              1. (object)(case class)SearchTrie
              2. (object)(class)StorageSearchTrie
            2. com.johnsnowlabs.ml
                1. com.johnsnowlabs.ml.crf
                  1. (case class)Attr
                  2. (case class)AttrFeature
                  3. (case class)AttrStat
                  4. (case class)CrfDataset
                  5. (case class)CrfParams
                  6. (class)DatasetEncoder
                  7. (class)DatasetMetadata
                  8. (object)
                    DatasetReader
                  9. (object)
                    EdgeCalculator
                  10. (class)FbCalculator
                  11. (case class)Instance
                  12. (case class)InstanceLabels
                  13. (class)L2DecayStrategy
                  14. (class)LinearChainCrf
                  15. (class)LinearChainCrfModel
                  16. (case class)SerializedDatasetMetadata
                  17. (case class)SerializedLinearChainCrfModel
                  18. (object)(class)SparseArray
                  19. (case class)TextSentenceAttrs
                  20. (case class)TextSentenceLabels
                  21. (case class)Transition
                  22. (object)
                    VectorMath
                  23. (case class)WordAttrs
                2. com.johnsnowlabs.ml.tensorflow
                  1. (class)ClassifierDatasetEncoder
                  2. (case class)ClassifierDatasetEncoderParams
                  3. (case class)DatasetEncoderParams
                  4. (trait)Logging
                  5. (object)(class)NerBatch
                  6. (class)NerDatasetEncoder
                  7. (trait)ReadTensorflowModel
                  8. (case class)SentenceGrouper
                  9. (class)TensorflowAlbert
                  10. (class)TensorflowBert
                  11. (class)TensorflowClassifier
                  12. (class)TensorflowElmo
                  13. (class)TensorflowLD
                  14. (class)TensorflowNer
                  15. (class)TensorflowSentiment
                  16. (class)TensorflowSpell
                  17. (class)TensorflowUSE
                  18. (object)(class)TensorflowWrapper
                  19. (class)TensorflowXlnet
                  20. (object)(class)TensorResources
                  21. (case class)Variables
                  22. (trait)WriteTensorflowModel
                  1. com.johnsnowlabs.ml.tensorflow.sentencepiece
                    1. (trait)ReadSentencePieceModel
                    2. (class)SentencePieceException
                    3. (class)SentencePieceProcessor
                    4. (object)(class)SentencePieceWrapper
                    5. (trait)WriteSentencePieceModel
              1. com.johnsnowlabs.nlp
                1. (object)(case class)Annotation
                2. (class)AnnotatorApproach
                3. (class)AnnotatorModel
                4. (object)
                  AnnotatorType
                5. (trait)CanBeLazy
                6. (object)(class)Chunk2Doc
                7. (object)(class)Doc2Chunk
                8. (object)(class)DocumentAssembler
                9. (object)(class)EmbeddingsFinisher
                10. (class)FeaturesReader
                11. (class)FeaturesWriter
                12. (object)(class)Finisher
                13. (object)
                  functions
                14. (trait)HasCaseSensitiveProperties
                15. (trait)HasFeatures
                16. (trait)HasInputAnnotationCols
                17. (trait)HasOutputAnnotationCol
                18. (trait)HasOutputAnnotatorType
                19. (trait)HasPretrained
                20. (trait)HasRecursiveFit
                21. (trait)HasRecursiveTransform
                22. (case class)JavaAnnotation
                23. (class)LightPipeline
                24. (trait)ParamsAndFeaturesReadable
                25. (trait)ParamsAndFeaturesWritable
                26. (trait)RawAnnotator
                27. (class)RecursivePipeline
                28. (class)RecursivePipelineModel
                29. (object)
                  SparkNLP
                30. (object)(class)TokenAssembler
                1. com.johnsnowlabs.nlp.annotator
                  1. (object)
                    AlbertEmbeddings
                  2. (object)
                    BertEmbeddings
                  3. (object)
                    BigTextMatcher
                  4. (object)
                    BigTextMatcherModel
                  5. (object)
                    ChunkEmbeddings
                  6. (object)
                    Chunker
                  7. (object)
                    ChunkTokenizer
                  8. (object)
                    ClassifierDLApproach
                  9. (object)
                    ClassifierDLModel
                  10. (object)
                    DateMatcher
                  11. (object)
                    DeepSentenceDetector
                  12. (object)
                    DependencyParserApproach
                  13. (object)
                    DependencyParserModel
                  14. (object)
                    ElmoEmbeddings
                  15. (object)
                    LanguageDetectorDL
                  16. (object)
                    Lemmatizer
                  17. (object)
                    LemmatizerModel
                  18. (object)
                    NerConverter
                  19. (object)
                    NerCrfApproach
                  20. (object)
                    NerCrfModel
                  21. (object)
                    NerDLApproach
                  22. (object)
                    NerDLModel
                  23. (object)
                    NerOverwriter
                  24. (object)
                    NGramGenerator
                  25. (object)
                    Normalizer
                  26. (object)
                    NormalizerModel
                  27. (object)
                    NorvigSweetingApproach
                  28. (object)
                    NorvigSweetingModel
                  29. (object)
                    PerceptronApproach
                  30. (object)
                    PerceptronApproachDistributed
                  31. (object)
                    PerceptronModel
                  32. (object)
                    RecursiveTokenizer
                  33. (object)
                    RecursiveTokenizerModel
                  34. (object)
                    RegexMatcher
                  35. (object)
                    RegexMatcherModel
                  36. (object)
                    SentenceDetector
                  37. (object)
                    SentenceEmbeddings
                  38. (object)
                    SentimentDetector
                  39. (object)
                    SentimentDetectorModel
                  40. (object)
                    SentimentDLApproach
                  41. (object)
                    SentimentDLModel
                  42. (object)
                    Stemmer
                  43. (object)
                    StopWordsCleaner
                  44. (object)
                    SymmetricDeleteApproach
                  45. (object)
                    SymmetricDeleteModel
                  46. (object)
                    TextMatcher
                  47. (object)
                    TextMatcherModel
                  48. (object)
                    Token2Chunk
                  49. (object)
                    Tokenizer
                  50. (object)
                    TokenizerModel
                  51. (object)
                    TypedDependencyParserApproach
                  52. (object)
                    TypedDependencyParserModel
                  53. (object)
                    UniversalSentenceEncoder
                  54. (object)
                    ViveknSentimentApproach
                  55. (object)
                    ViveknSentimentModel
                  56. (object)
                    WordEmbeddings
                  57. (object)
                    WordEmbeddingsModel
                  58. (object)
                    XlnetEmbeddings
                2. com.johnsnowlabs.nlp.annotators
                  1. (object)(class)Chunker
                  2. (object)(class)ChunkTokenizer
                  3. (object)(class)ChunkTokenizerModel
                  4. (object)(class)DateMatcher
                  5. (trait)DateMatcherUtils
                  6. (object)
                    EnglishStemmer
                  7. (object)(class)Lemmatizer
                  8. (object)(class)LemmatizerModel
                  9. (object)(class)MultiDateMatcher
                  10. (object)(class)NGramGenerator
                  11. (object)(class)Normalizer
                  12. (object)(class)NormalizerModel
                  13. (trait)ReadablePretrainedLemmatizer
                  14. (trait)ReadablePretrainedTextMatcher
                  15. (trait)ReadablePretrainedTokenizer
                  16. (class)RecursiveTokenizer
                  17. (class)RecursiveTokenizerModel
                  18. (object)(class)RegexMatcher
                  19. (object)(class)RegexMatcherModel
                  20. (object)(class)Stemmer
                  21. (object)(class)StopWordsCleaner
                  22. (object)(class)TextMatcher
                  23. (object)(class)TextMatcherModel
                  24. (object)(class)Token2Chunk
                  25. (object)(class)Tokenizer
                  26. (object)(class)TokenizerModel
                  1. com.johnsnowlabs.nlp.annotators.btm
                    1. (object)(class)BigTextMatcher
                    2. (object)(class)BigTextMatcherModel
                    3. (trait)ReadablePretrainedBigTextMatcher
                    4. (class)TMEdgesReader
                    5. (class)TMEdgesReadWriter
                    6. (class)TMNodesReader
                    7. (class)TMNodesWriter
                    8. (class)TMVocabReader
                    9. (class)TMVocabReadWriter
                    10. (case class)TrieNode
                  2. com.johnsnowlabs.nlp.annotators.classifier
                      1. com.johnsnowlabs.nlp.annotators.classifier.dl
                        1. (object)(class)ClassifierDLApproach
                        2. (object)(class)ClassifierDLModel
                        3. (trait)ReadablePretrainedClassifierDL
                        4. (trait)ReadablePretrainedSentimentDL
                        5. (trait)ReadClassifierDLTensorflowModel
                        6. (trait)ReadSentimentDLTensorflowModel
                        7. (object)
                          SentimentApproach
                        8. (class)SentimentDLApproach
                        9. (object)(class)SentimentDLModel
                    1. com.johnsnowlabs.nlp.annotators.common
                      1. (object)(trait)Annotated
                      2. (object)
                        ChunkSplit
                      3. (case class)ConllSentence
                      4. (object)
                        DependencyParsed
                      5. (case class)DependencyParsedSentence
                      6. (object)
                        EmbeddingsWithSentence
                      7. (case class)IndexedTaggedWord
                      8. (case class)IndexedToken
                      9. (object)(class)InfixToken
                      10. (object)
                        LabeledDependency
                      11. (object)
                        NerTagged
                      12. (object)
                        PosTagged
                      13. (object)(class)PrefixedToken
                      14. (trait)PreprocessingParser
                      15. (object)(case class)Sentence
                      16. (object)
                        SentenceSplit
                      17. (object)(class)SuffixedToken
                      18. (trait)Tagged
                      19. (object)(case class)TaggedSentence
                      20. (case class)TaggedWord
                      21. (case class)TokenizedSentence
                      22. (object)
                        TokenizedWithSentence
                      23. (case class)TokenPiece
                      24. (object)(case class)TokenPieceEmbeddings
                      25. (object)(case class)WordpieceEmbeddingsSentence
                      26. (object)
                        WordpieceTokenized
                      27. (case class)WordpieceTokenizedSentence
                      28. (case class)WordWithDependency
                    2. com.johnsnowlabs.nlp.annotators.ld
                        1. com.johnsnowlabs.nlp.annotators.ld.dl
                          1. (object)(class)LanguageDetectorDL
                          2. (trait)ReadablePretrainedLanguageDetectorDLModel
                          3. (trait)ReadLanguageDetectorDLTensorflowModel
                      1. com.johnsnowlabs.nlp.annotators.ner
                        1. (case class)NamedEntity
                        2. (trait)NerApproach
                        3. (object)(class)NerConverter
                        4. (object)(class)NerOverwriter
                        5. (object)
                          NerTagsEncoding
                        6. (object)
                          Verbose
                        1. com.johnsnowlabs.nlp.annotators.ner.crf
                          1. (object)(case class)DictionaryFeatures
                          2. (case class)FeatureGenerator
                          3. (object)(class)NerCrfApproach
                          4. (object)(class)NerCrfModel
                          5. (trait)ReadablePretrainedNerCrf
                        2. com.johnsnowlabs.nlp.annotators.ner.dl
                          1. (object)
                            LoadsContrib
                          2. (object)(class)NerDLApproach
                          3. (object)(class)NerDLModel
                          4. (object)
                            NerDLModelPythonReader
                          5. (trait)ReadablePretrainedNerDL
                          6. (trait)ReadsNERGraph
                          7. (trait)WithGraphResolver
                      2. com.johnsnowlabs.nlp.annotators.param
                        1. (class)AnnotatorParam
                        2. (class)ExternalResourceParam
                        3. (trait)SerializedAnnotatorComponent
                        4. (trait)WritableAnnotatorComponent
                      3. com.johnsnowlabs.nlp.annotators.parser
                          1. com.johnsnowlabs.nlp.annotators.parser.dep
                            1. (object)(class)DependencyParserApproach
                            2. (object)(class)DependencyParserModel
                            3. (class)Perceptron
                            4. (trait)ReadablePretrainedDependency
                            5. (object)
                              TagDictionary
                            6. (object)(class)Tagger
                            1. com.johnsnowlabs.nlp.annotators.parser.dep.GreedyTransition
                              1. (object)(class)DependencyMaker
                              2. (case class)Feature
                              3. (object)
                                GreedyTransitionApproach
                              4. (case class)WordData
                          2. com.johnsnowlabs.nlp.annotators.parser.typdep
                            1. (class)ConllData
                            2. (class)DependencyArcList
                            3. (class)DependencyInstance
                            4. (class)DependencyPipe
                            5. (class)LocalFeatureData
                            6. (class)LowRankTensor
                            7. (class)Options
                            8. (class)Parameters
                            9. (class)PredictionParameters
                            10. (trait)ReadablePretrainedTypedDependency
                            11. (class)TrainDependencies
                            12. (case class)TrainFile
                            13. (class)TypedDependencyParser
                            14. (object)(class)TypedDependencyParserApproach
                            15. (object)(class)TypedDependencyParserModel
                            1. com.johnsnowlabs.nlp.annotators.parser.typdep.feature
                              1. (class)FeatureTemplate
                              2. (class)SyntacticFeatureFactory
                            2. com.johnsnowlabs.nlp.annotators.parser.typdep.io
                              1. (class)Conll09Reader
                              2. (class)ConllUReader
                              3. (class)ConllWriter
                              4. (class)DependencyReader
                            3. com.johnsnowlabs.nlp.annotators.parser.typdep.util
                              1. (class)Alphabet
                              2. (trait)Collector
                              3. (class)DependencyLabel
                              4. (class)Dictionary
                              5. (class)DictionarySet
                              6. (class)FeatureVector
                              7. (class)ScoreCollector
                              8. (class)Utils
                        1. com.johnsnowlabs.nlp.annotators.pos
                            1. com.johnsnowlabs.nlp.annotators.pos.perceptron
                              1. (case class)AveragedPerceptron
                              2. (object)(class)PerceptronApproach
                              3. (object)(class)PerceptronApproachDistributed
                              4. (object)(class)PerceptronModel
                              5. (trait)PerceptronUtils
                              6. (trait)ReadablePretrainedPerceptron
                              7. (class)StringMapStringDoubleAccumulator
                              8. (class)TrainingPerceptronLegacy
                              9. (class)TupleKeyLongDoubleMapAccumulator
                          1. com.johnsnowlabs.nlp.annotators.sbd
                            1. (trait)SentenceDetectorParams
                            1. com.johnsnowlabs.nlp.annotators.sbd.deep
                              1. (object)(class)DeepSentenceDetector
                            2. com.johnsnowlabs.nlp.annotators.sbd.pragmatic
                              1. (class)CustomPragmaticMethod
                              2. (class)DefaultPragmaticMethod
                              3. (class)MixedPragmaticMethod
                              4. (object)(class)PragmaticContentFormatter
                              5. (object)
                                PragmaticDictionaries
                              6. (trait)PragmaticMethod
                              7. (class)PragmaticSentenceExtractor
                              8. (object)
                                PragmaticSymbols
                              9. (trait)RuleSymbols
                              10. (object)(class)SentenceDetector
                          2. com.johnsnowlabs.nlp.annotators.sda
                              1. com.johnsnowlabs.nlp.annotators.sda.pragmatic
                                1. (class)PragmaticScorer
                                2. (object)(class)SentimentDetector
                                3. (object)(class)SentimentDetectorModel
                              2. com.johnsnowlabs.nlp.annotators.sda.vivekn
                                1. (trait)ReadablePretrainedVivekn
                                2. (class)ViveknSentimentApproach
                                3. (object)(class)ViveknSentimentModel
                                4. (trait)ViveknSentimentUtils
                            1. com.johnsnowlabs.nlp.annotators.spell
                                1. com.johnsnowlabs.nlp.annotators.spell.context
                                  1. (object)
                                    CandidateStrategy
                                  2. (class)ContextSpellCheckerApproach
                                  3. (object)(class)ContextSpellCheckerModel
                                  4. (trait)HasTransducerFeatures
                                  5. (case class)LangModelSentence
                                  6. (trait)ReadablePretrainedContextSpell
                                  7. (trait)ReadsLanguageModelGraph
                                  8. (trait)WeightedLevenshtein
                                  1. com.johnsnowlabs.nlp.annotators.spell.context.parser
                                    1. (object)
                                      AgeToken
                                    2. (object)
                                      DateToken
                                    3. (class)LocationClass
                                    4. (class)MedicationClass
                                    5. (class)NamesClass
                                    6. (object)
                                      NumberToken
                                    7. (class)PossessiveClass
                                    8. (trait)RegexParser
                                    9. (trait)SpecialClassParser
                                    10. (class)TransducerSeqFeature
                                    11. (object)
                                      UnitToken
                                    12. (trait)VocabParser
                                2. com.johnsnowlabs.nlp.annotators.spell.norvig
                                  1. (object)(class)NorvigSweetingApproach
                                  2. (object)(class)NorvigSweetingModel
                                  3. (trait)NorvigSweetingParams
                                  4. (trait)ReadablePretrainedNorvig
                                3. com.johnsnowlabs.nlp.annotators.spell.symmetric
                                  1. (trait)ReadablePretrainedSymmetric
                                  2. (object)(class)SymmetricDeleteApproach
                                  3. (object)(class)SymmetricDeleteModel
                                  4. (trait)SymmetricDeleteParams
                                4. com.johnsnowlabs.nlp.annotators.spell.util
                                  1. (object)
                                    Utilities
                            2. com.johnsnowlabs.nlp.base
                              1. (object)
                                Chunk2Doc
                              2. (object)
                                Doc2Chunk
                              3. (object)
                                DocumentAssembler
                              4. (object)
                                EmbeddingsFinisher
                              5. (object)
                                Finisher
                              6. (object)
                                TokenAssembler
                            3. com.johnsnowlabs.nlp.embeddings
                              1. (object)(class)AlbertEmbeddings
                              2. (object)(class)BertEmbeddings
                              3. (object)(class)ChunkEmbeddings
                              4. (object)(class)ElmoEmbeddings
                              5. (trait)EmbeddingsCoverage
                              6. (trait)HasEmbeddingsProperties
                              7. (object)
                                PoolingStrategy
                              8. (trait)ReadablePretrainedAlbertModel
                              9. (trait)ReadablePretrainedBertModel
                              10. (trait)ReadablePretrainedElmoModel
                              11. (trait)ReadablePretrainedUSEModel
                              12. (trait)ReadablePretrainedWordEmbeddings
                              13. (trait)ReadablePretrainedXlnetModel
                              14. (trait)ReadAlbertTensorflowModel
                              15. (trait)ReadBertTensorflowModel
                              16. (trait)ReadElmoTensorflowModel
                              17. (trait)ReadsFromBytes
                              18. (trait)ReadUSETensorflowModel
                              19. (trait)ReadXlnetTensorflowModel
                              20. (object)(class)SentenceEmbeddings
                              21. (object)(class)UniversalSentenceEncoder
                              22. (object)(class)WordEmbeddings
                              23. (object)
                                WordEmbeddingsBinaryIndexer
                              24. (object)(class)WordEmbeddingsModel
                              25. (class)WordEmbeddingsReader
                              26. (object)
                                WordEmbeddingsTextIndexer
                              27. (class)WordEmbeddingsWriter
                              28. (object)(class)XlnetEmbeddings
                            4. com.johnsnowlabs.nlp.pretrained
                              1. (object)(case class)PretrainedPipeline
                              2. (object)
                                PythonResourceDownloader
                              3. (case class)RepositoryMetadata
                              4. (object)(trait)ResourceDownloader
                              5. (object)(case class)ResourceMetadata
                              6. (case class)ResourceRequest
                              7. (object)
                                ResourceType
                              8. (class)S3ResourceDownloader
                            5. com.johnsnowlabs.nlp.recursive
                              1. (class)Recursive
                              2. (class)RecursiveModel
                            6. com.johnsnowlabs.nlp.serialization
                              1. (class)ArrayFeature
                              2. (class)Feature
                              3. (class)MapFeature
                              4. (case class)SerializedExternalResource
                              5. (class)SetFeature
                              6. (class)StructFeature
                              7. (class)TransducerFeature
                            7. com.johnsnowlabs.nlp.training
                              1. (case class)CoNLL
                              2. (class)CoNLL2003NerReader
                              3. (case class)CoNLLDocument
                              4. (case class)POS
                              5. (object)
                                PubTator
                            8. com.johnsnowlabs.nlp.util
                              1. (class)LfuCache
                              2. (class)LruMap
                              3. (object)
                                SparkNlpConfigKeys
                              1. com.johnsnowlabs.nlp.util.io
                                1. (object)(case class)ExternalResource
                                2. (object)
                                  OutputHelper
                                3. (object)
                                  ReadAs
                                4. (object)
                                  ResourceHelper
                              2. com.johnsnowlabs.nlp.util.regex
                                1. (object)
                                  MatchStrategy
                                2. (class)RegexRule
                                3. (object)(class)RuleFactory
                                4. (object)
                                  TransformStrategy
                          3. com.johnsnowlabs.storage
                            1. (object)(trait)Database
                            2. (trait)HasConnection
                            3. (trait)HasExcludableStorage
                            4. (trait)HasStorage
                            5. (trait)HasStorageModel
                            6. (trait)HasStorageReader
                            7. (object)(trait)HasStorageRef
                            8. (object)(class)RocksDBConnection
                            9. (trait)StorageBatchWriter
                            10. (trait)StorageFormat
                            11. (object)
                              StorageHelper
                            12. (object)(case class)StorageLocator
                            13. (trait)StorageReadable
                            14. (trait)StorageReader
                            15. (trait)StorageReadWriter
                            16. (trait)StorageWriter
                          4. com.johnsnowlabs.util
                            1. (object)
                              Benchmark
                            2. (object)
                              Build
                            3. (object)
                              ConfigHelper
                            4. (object)
                              ConfigLoader
                            5. (object)
                              CoNLLGenerator
                            6. (object)
                              FileHelper
                            7. (object)
                              PipelineModels
                            8. (object)
                              TrainingHelper
                            9. (object)(case class)Version
                            10. (object)
                              ZipArchiveUtil
                            1. com.johnsnowlabs.util.spark
                              1. (class)LongMapAccumulator
                              2. (class)MapAccumulator