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)TensorflowMultiClassifier
            15. (class)TensorflowNer
            16. (class)TensorflowSentiment
            17. (class)TensorflowSpell
            18. (class)TensorflowUSE
            19. (object)(class)TensorflowWrapper
            20. (class)TensorflowXlnet
            21. (object)(class)TensorResources
            22. (case class)Variables
            23. (trait)WriteTensorflowModel
            1. com.johnsnowlabs.ml.tensorflow.sentencepiece
               1. (trait)ReadSentencePieceModel
               2. (class)SentencePieceException
               3. (class)SentencePieceProcessor
               4. (object)(class)SentencePieceWrapper
               5. (trait)WriteSentencePieceModel
      3. 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)
               BertSentenceEmbeddings
            4. (object)
               BigTextMatcher
            5. (object)
               BigTextMatcherModel
            6. (object)
               ChunkEmbeddings
            7. (object)
               Chunker
            8. (object)
               ChunkTokenizer
            9. (object)
               ClassifierDLApproach
            10. (object)
                ClassifierDLModel
            11. (object)
                DateMatcher
            12. (object)
                DeepSentenceDetector
            13. (object)
                DependencyParserApproach
            14. (object)
                DependencyParserModel
            15. (object)
                ElmoEmbeddings
            16. (object)
                LanguageDetectorDL
            17. (object)
                Lemmatizer
            18. (object)
                LemmatizerModel
            19. (object)
                MultiClassifierDLApproach
            20. (object)
                MultiClassifierDLModel
            21. (object)
                NerConverter
            22. (object)
                NerCrfApproach
            23. (object)
                NerCrfModel
            24. (object)
                NerDLApproach
            25. (object)
                NerDLModel
            26. (object)
                NerOverwriter
            27. (object)
                NGramGenerator
            28. (object)
                Normalizer
            29. (object)
                NormalizerModel
            30. (object)
                NorvigSweetingApproach
            31. (object)
                NorvigSweetingModel
            32. (object)
                PerceptronApproach
            33. (object)
                PerceptronApproachDistributed
            34. (object)
                PerceptronModel
            35. (object)
                RecursiveTokenizer
            36. (object)
                RecursiveTokenizerModel
            37. (object)
                RegexMatcher
            38. (object)
                RegexMatcherModel
            39. (object)
                RegexTokenizer
            40. (object)
                SentenceDetector
            41. (object)
                SentenceEmbeddings
            42. (object)
                SentimentDetector
            43. (object)
                SentimentDetectorModel
            44. (object)
                SentimentDLApproach
            45. (object)
                SentimentDLModel
            46. (object)
                Stemmer
            47. (object)
                StopWordsCleaner
            48. (object)
                SymmetricDeleteApproach
            49. (object)
                SymmetricDeleteModel
            50. (object)
                TextMatcher
            51. (object)
                TextMatcherModel
            52. (object)
                Token2Chunk
            53. (object)
                Tokenizer
            54. (object)
                TokenizerModel
            55. (object)
                TypedDependencyParserApproach
            56. (object)
                TypedDependencyParserModel
            57. (object)
                UniversalSentenceEncoder
            58. (object)
                ViveknSentimentApproach
            59. (object)
                ViveknSentimentModel
            60. (object)
                WordEmbeddings
            61. (object)
                WordEmbeddingsModel
            62. (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)ReadablePretrainedStopWordsCleanerModel
            15. (trait)ReadablePretrainedTextMatcher
            16. (trait)ReadablePretrainedTokenizer
            17. (class)RecursiveTokenizer
            18. (class)RecursiveTokenizerModel
            19. (object)(class)RegexMatcher
            20. (object)(class)RegexMatcherModel
            21. (class)RegexTokenizer
            22. (object)(class)Stemmer
            23. (object)(class)StopWordsCleaner
            24. (object)(class)TextMatcher
            25. (object)(class)TextMatcherModel
            26. (object)(class)Token2Chunk
            27. (object)(class)Tokenizer
            28. (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. (class)MultiClassifierDLApproach
                  4. (object)(class)MultiClassifierDLModel
                  5. (trait)ReadablePretrainedClassifierDL
                  6. (trait)ReadablePretrainedMultiClassifierDL
                  7. (trait)ReadablePretrainedSentimentDL
                  8. (trait)ReadClassifierDLTensorflowModel
                  9. (trait)ReadMultiClassifierDLTensorflowModel
                  10. (trait)ReadSentimentDLTensorflowModel
                  11. (object)
                      SentimentApproach
                  12. (class)SentimentDLApproach
                  13. (object)(class)SentimentDLModel
            3. 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
            4. com.johnsnowlabs.nlp.annotators.keyword
               1. com.johnsnowlabs.nlp.annotators.keyword.yake
                  1. (object)(class)YakeModel
                  2. (trait)YakeParams
                  1. com.johnsnowlabs.nlp.annotators.keyword.yake.util
                     1. (class)Token
                     2. (object)
                        Utilities
            5. com.johnsnowlabs.nlp.annotators.ld
               1. com.johnsnowlabs.nlp.annotators.ld.dl
                  1. (object)(class)LanguageDetectorDL
                  2. (trait)ReadablePretrainedLanguageDetectorDLModel
                  3. (trait)ReadLanguageDetectorDLTensorflowModel
            6. 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
            7. com.johnsnowlabs.nlp.annotators.param
               1. (class)AnnotatorParam
               2. (class)ExternalResourceParam
               3. (trait)SerializedAnnotatorComponent
               4. (trait)WritableAnnotatorComponent
            8. 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
            9. 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
            10. 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
            11. 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
            12. 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
         3. com.johnsnowlabs.nlp.base
            1. (object)
               Chunk2Doc
            2. (object)
               Doc2Chunk
            3. (object)
               DocumentAssembler
            4. (object)
               EmbeddingsFinisher
            5. (object)
               Finisher
            6. (object)
               TokenAssembler
         4. com.johnsnowlabs.nlp.embeddings
            1. (object)(class)AlbertEmbeddings
            2. (object)(class)BertEmbeddings
            3. (object)(class)BertSentenceEmbeddings
            4. (object)(class)ChunkEmbeddings
            5. (object)(class)ElmoEmbeddings
            6. (trait)EmbeddingsCoverage
            7. (trait)HasEmbeddingsProperties
            8. (object)
               PoolingStrategy
            9. (trait)ReadablePretrainedAlbertModel
            10. (trait)ReadablePretrainedBertModel
            11. (trait)ReadablePretrainedBertSentenceModel
            12. (trait)ReadablePretrainedElmoModel
            13. (trait)ReadablePretrainedUSEModel
            14. (trait)ReadablePretrainedWordEmbeddings
            15. (trait)ReadablePretrainedXlnetModel
            16. (trait)ReadAlbertTensorflowModel
            17. (trait)ReadBertSentenceTensorflowModel
            18. (trait)ReadBertTensorflowModel
            19. (trait)ReadElmoTensorflowModel
            20. (trait)ReadsFromBytes
            21. (trait)ReadUSETensorflowModel
            22. (trait)ReadXlnetTensorflowModel
            23. (object)(class)SentenceEmbeddings
            24. (object)(class)UniversalSentenceEncoder
            25. (object)(class)WordEmbeddings
            26. (object)
                WordEmbeddingsBinaryIndexer
            27. (object)(class)WordEmbeddingsModel
            28. (class)WordEmbeddingsReader
            29. (object)
                WordEmbeddingsTextIndexer
            30. (class)WordEmbeddingsWriter
            31. (object)(class)XlnetEmbeddings
         5. 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
         6. com.johnsnowlabs.nlp.recursive
            1. (class)Recursive
            2. (class)RecursiveModel
         7. 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
         8. com.johnsnowlabs.nlp.training
            1. (case class)CoNLL
            2. (class)CoNLL2003NerReader
            3. (case class)CoNLLDocument
            4. (case class)POS
            5. (object)
               PubTator
         9. 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
      4. 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
      5. 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