1. com
   1. com.johnsnowlabs
      1. com.johnsnowlabs.client
         1. (case class)CredentialParams
         1. com.johnsnowlabs.client.aws
            1. (class)AWSAnonymousCredentials
            2. (class)AWSBasicCredentials
            3. (class)AWSCredentialsProvider
            4. (class)AWSGateway
            5. (class)AWSProfileCredentials
            6. (class)AWSTokenCredentials
            7. (trait)Credentials
      2. com.johnsnowlabs.collections
         1. (object)(case class)SearchTrie
         2. (object)(class)StorageSearchTrie
      3. 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. (case class)ModelSignature
            6. (object)(class)NerBatch
            7. (class)NerDatasetEncoder
            8. (trait)ReadTensorflowModel
            9. (case class)SentenceGrouper
            10. (class)TensorflowAlbert
            11. (class)TensorflowAlbertClassification
            12. (object)(class)TensorflowBert
            13. (class)TensorflowBertClassification
            14. (class)TensorflowCamemBert
            15. (class)TensorflowClassifier
            16. (class)TensorflowDeBerta
            17. (class)TensorflowDeBertaClassification
            18. (class)TensorflowDistilBert
            19. (class)TensorflowDistilBertClassification
            20. (class)TensorflowElmo
            21. (trait)TensorflowForClassification
            22. (class)TensorflowGPT2
            23. (class)TensorflowLD
            24. (class)TensorflowMarian
            25. (class)TensorflowMultiClassifier
            26. (class)TensorflowNer
            27. (class)TensorflowRoBerta
            28. (class)TensorflowRoBertaClassification
            29. (class)TensorflowSentenceDetectorDL
            30. (class)TensorflowSentiment
            31. (class)TensorflowSpell
            32. (class)TensorflowT5
            33. (class)TensorflowUSE
            34. (object)(class)TensorflowWrapper
            35. (class)TensorflowXlmRoberta
            36. (class)TensorflowXlmRoBertaClassification
            37. (class)TensorflowXlnet
            38. (class)TensorflowXlnetClassification
            39. (object)(class)TensorResources
            40. (case class)Variables
            41. (trait)WriteTensorflowModel
            1. com.johnsnowlabs.ml.tensorflow.io
               1. (object)
                  ChunkBytes
            2. com.johnsnowlabs.ml.tensorflow.sentencepiece
               1. (object)
                  LoadSentencepiece
               2. (trait)ReadSentencePieceModel
               3. (class)SentencePieceException
               4. (class)SentencePieceProcessor
               5. (object)(class)SentencePieceWrapper
               6. (trait)WriteSentencePieceModel
            3. com.johnsnowlabs.ml.tensorflow.sign
               1. (object)
                  ModelSignatureConstants
               2. (object)
                  ModelSignatureManager
      4. com.johnsnowlabs.nlp
         1. (object)
            ActivationFunction
         2. (object)(case class)Annotation
         3. (class)AnnotatorApproach
         4. (class)AnnotatorModel
         5. (object)
            AnnotatorType
         6. (trait)CanBeLazy
         7. (object)(class)Chunk2Doc
         8. (object)(class)Doc2Chunk
         9. (object)(class)DocumentAssembler
         10. (object)(class)EmbeddingsFinisher
         11. (class)FeaturesReader
         12. (class)FeaturesWriter
         13. (object)(class)Finisher
         14. (object)
             functions
         15. (class)GraphFinisher
         16. (trait)HasBatchedAnnotate
         17. (trait)HasCaseSensitiveProperties
         18. (trait)HasClassifierActivationProperties
         19. (trait)HasEnableCachingProperties
         20. (trait)HasFeatures
         21. (trait)HasInputAnnotationCols
         22. (trait)HasMultipleInputAnnotationCols
         23. (trait)HasOutputAnnotationCol
         24. (trait)HasOutputAnnotatorType
         25. (trait)HasPretrained
         26. (trait)HasRecursiveFit
         27. (trait)HasRecursiveTransform
         28. (trait)HasSimpleAnnotate
         29. (case class)JavaAnnotation
         30. (class)LightPipeline
         31. (trait)ParamsAndFeaturesReadable
         32. (trait)ParamsAndFeaturesWritable
         33. (trait)RawAnnotator
         34. (class)RecursivePipeline
         35. (class)RecursivePipelineModel
         36. (object)
             SparkNLP
         37. (object)(class)TokenAssembler
         1. com.johnsnowlabs.nlp.annotators
            1. (object)(class)Chunker
            2. (object)(class)ChunkTokenizer
            3. (object)(class)ChunkTokenizerModel
            4. (object)(class)DateMatcher
            5. (class)DateMatcherTranslator
            6. (trait)DateMatcherTranslatorPolicy
            7. (trait)DateMatcherUtils
            8. (object)(class)DocumentNormalizer
            9. (object)
               EnglishStemmer
            10. (class)GraphExtraction
            11. (object)(class)Lemmatizer
            12. (object)(class)LemmatizerModel
            13. (object)(class)MultiDateMatcher
            14. (object)
                MultiDatePolicy
            15. (object)(class)NGramGenerator
            16. (object)(class)Normalizer
            17. (object)(class)NormalizerModel
            18. (object)
                PretrainedAnnotations
            19. (trait)ReadablePretrainedLemmatizer
            20. (trait)ReadablePretrainedStopWordsCleanerModel
            21. (trait)ReadablePretrainedTextMatcher
            22. (trait)ReadablePretrainedTokenizer
            23. (class)RecursiveTokenizer
            24. (object)(class)RecursiveTokenizerModel
            25. (object)(class)RegexMatcher
            26. (object)(class)RegexMatcherModel
            27. (object)(class)RegexTokenizer
            28. (object)
                SingleDatePolicy
            29. (object)(class)Stemmer
            30. (object)(class)StopWordsCleaner
            31. (object)(class)TextMatcher
            32. (object)(class)TextMatcherModel
            33. (object)(class)Token2Chunk
            34. (object)(class)Tokenizer
            35. (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)AlbertForSequenceClassification
                  2. (object)(class)AlbertForTokenClassification
                  3. (object)(class)BertForSequenceClassification
                  4. (object)(class)BertForTokenClassification
                  5. (object)(class)ClassifierDLApproach
                  6. (object)(class)ClassifierDLModel
                  7. (object)(class)DeBertaForSequenceClassification
                  8. (object)(class)DeBertaForTokenClassification
                  9. (object)(class)DistilBertForSequenceClassification
                  10. (object)(class)DistilBertForTokenClassification
                  11. (object)(class)LongformerForSequenceClassification
                  12. (object)(class)LongformerForTokenClassification
                  13. (class)MultiClassifierDLApproach
                  14. (object)(class)MultiClassifierDLModel
                  15. (trait)ReadablePretrainedAlbertForSequenceModel
                  16. (trait)ReadablePretrainedAlbertForTokenModel
                  17. (trait)ReadablePretrainedBertForSequenceModel
                  18. (trait)ReadablePretrainedBertForTokenModel
                  19. (trait)ReadablePretrainedClassifierDL
                  20. (trait)ReadablePretrainedDeBertaForSequenceModel
                  21. (trait)ReadablePretrainedDeBertaForTokenModel
                  22. (trait)ReadablePretrainedDistilBertForSequenceModel
                  23. (trait)ReadablePretrainedDistilBertForTokenModel
                  24. (trait)ReadablePretrainedLongformerForSequenceModel
                  25. (trait)ReadablePretrainedLongformerForTokenModel
                  26. (trait)ReadablePretrainedMultiClassifierDL
                  27. (trait)ReadablePretrainedRoBertaForSequenceModel
                  28. (trait)ReadablePretrainedRoBertaForTokenModel
                  29. (trait)ReadablePretrainedSentimentDL
                  30. (trait)ReadablePretrainedXlmRoBertaForSequenceModel
                  31. (trait)ReadablePretrainedXlmRoBertaForTokenModel
                  32. (trait)ReadablePretrainedXlnetForSequenceModel
                  33. (trait)ReadablePretrainedXlnetForTokenModel
                  34. (trait)ReadAlbertForSequenceTensorflowModel
                  35. (trait)ReadAlbertForTokenTensorflowModel
                  36. (trait)ReadBertForSequenceTensorflowModel
                  37. (trait)ReadBertForTokenTensorflowModel
                  38. (trait)ReadClassifierDLTensorflowModel
                  39. (trait)ReadDeBertaForSequenceTensorflowModel
                  40. (trait)ReadDeBertaForTokenTensorflowModel
                  41. (trait)ReadDistilBertForSequenceTensorflowModel
                  42. (trait)ReadDistilBertForTokenTensorflowModel
                  43. (trait)ReadLongformerForSequenceTensorflowModel
                  44. (trait)ReadLongformerForTokenTensorflowModel
                  45. (trait)ReadMultiClassifierDLTensorflowModel
                  46. (trait)ReadRoBertaForSequenceTensorflowModel
                  47. (trait)ReadRoBertaForTokenTensorflowModel
                  48. (trait)ReadSentimentDLTensorflowModel
                  49. (trait)ReadXlmRoBertaForSequenceTensorflowModel
                  50. (trait)ReadXlmRoBertaForTokenTensorflowModel
                  51. (trait)ReadXlnetForSequenceTensorflowModel
                  52. (trait)ReadXlnetForTokenTensorflowModel
                  53. (object)(class)RoBertaForSequenceClassification
                  54. (object)(class)RoBertaForTokenClassification
                  55. (object)
                      SentimentApproach
                  56. (class)SentimentDLApproach
                  57. (object)(class)SentimentDLModel
                  58. (object)(class)XlmRoBertaForSequenceClassification
                  59. (object)(class)XlmRoBertaForTokenClassification
                  60. (object)(class)XlnetForSequenceClassification
                  61. (object)(class)XlnetForTokenClassification
            3. com.johnsnowlabs.nlp.annotators.common
               1. (object)(trait)Annotated
               2. (object)
                  ChunkSplit
               3. (case class)ConllSentence
               4. (object)
                  DatasetHelpers
               5. (object)
                  DependencyParsed
               6. (case class)DependencyParsedSentence
               7. (object)
                  EmbeddingsWithSentence
               8. (case class)IndexedTaggedWord
               9. (case class)IndexedToken
               10. (object)(class)InfixToken
               11. (object)
                   LabeledDependency
               12. (object)
                   NerTagged
               13. (object)
                   PosTagged
               14. (object)(class)PrefixedToken
               15. (trait)PreprocessingParser
               16. (object)(case class)Sentence
               17. (object)
                   SentenceSplit
               18. (object)(class)SuffixedToken
               19. (trait)Tagged
               20. (object)(case class)TaggedSentence
               21. (case class)TaggedWord
               22. (case class)TokenizedSentence
               23. (object)
                   TokenizedWithSentence
               24. (case class)TokenPiece
               25. (object)(case class)TokenPieceEmbeddings
               26. (object)(case class)WordpieceEmbeddingsSentence
               27. (object)
                   WordpieceTokenized
               28. (case class)WordpieceTokenizedSentence
               29. (case class)WordWithDependency
            4. com.johnsnowlabs.nlp.annotators.er
               1. (case class)EntityPattern
               2. (class)EntityRulerApproach
               3. (case class)EntityRulerFeatures
               4. (object)(class)EntityRulerModel
               5. (class)PatternsReader
               6. (class)PatternsReadWriter
               7. (trait)ReadablePretrainedEntityRuler
               8. (class)RegexPatternsReader
               9. (class)RegexPatternsReadWriter
            5. com.johnsnowlabs.nlp.annotators.keyword
               1. com.johnsnowlabs.nlp.annotators.keyword.yake
                  1. (object)(class)YakeKeywordExtraction
                  2. (trait)YakeParams
                  1. com.johnsnowlabs.nlp.annotators.keyword.yake.util
                     1. (class)Token
                     2. (object)
                        Utilities
            6. com.johnsnowlabs.nlp.annotators.ld
               1. com.johnsnowlabs.nlp.annotators.ld.dl
                  1. (object)(class)LanguageDetectorDL
                  2. (trait)ReadablePretrainedLanguageDetectorDLModel
                  3. (trait)ReadLanguageDetectorDLTensorflowModel
            7. com.johnsnowlabs.nlp.annotators.ner
               1. (object)
                  ModelMetrics
               2. (case class)NamedEntity
               3. (trait)NerApproach
               4. (object)(class)NerConverter
               5. (object)(class)NerOverwriter
               6. (object)
                  NerTagsEncoding
               7. (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
            8. com.johnsnowlabs.nlp.annotators.param
               1. (class)AnnotatorParam
               2. (class)ExternalResourceParam
               3. (trait)SerializedAnnotatorComponent
               4. (trait)WritableAnnotatorComponent
            9. 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
            10. 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)PerceptronPredictionUtils
                   6. (trait)PerceptronTrainingUtils
                   7. (trait)PerceptronUtils
                   8. (trait)ReadablePretrainedPerceptron
                   9. (class)StringMapStringDoubleAccumulator
                   10. (class)TrainingPerceptronLegacy
                   11. (class)TupleKeyLongDoubleMapAccumulator
            11. com.johnsnowlabs.nlp.annotators.sbd
                1. (trait)SentenceDetectorParams
                1. 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
            12. 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
            13. com.johnsnowlabs.nlp.annotators.sentence_detector_dl
                1. (case class)Metrics
                2. (trait)ReadablePretrainedSentenceDetectorDL
                3. (trait)ReadsSentenceDetectorDLGraph
                4. (class)SentenceDetectorDLApproach
                5. (object)(class)SentenceDetectorDLEncoder
                6. (class)SentenceDetectorDLEncoderParam
                7. (object)(class)SentenceDetectorDLModel
            14. com.johnsnowlabs.nlp.annotators.seq2seq
                1. (object)(class)GPT2Transformer
                2. (object)(class)MarianTransformer
                3. (trait)ReadablePretrainedGPT2TransformerModel
                4. (trait)ReadablePretrainedMarianMTModel
                5. (trait)ReadablePretrainedT5TransformerModel
                6. (trait)ReadGPT2TransformerTensorflowModel
                7. (trait)ReadMarianMTTensorflowModel
                8. (trait)ReadT5TransformerTensorflowModel
                9. (object)(class)T5Transformer
            15. 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. (class)AgeToken
                      2. (class)DateToken
                      3. (class)GenericRegexParser
                      4. (class)GenericVocabParser
                      5. (class)LocationClass
                      6. (class)MainVocab
                      7. (class)MedicationClass
                      8. (class)NamesClass
                      9. (class)NumberToken
                      10. (trait)RegexParser
                      11. (trait)SerializableClass
                      12. (trait)SpecialClassParser
                      13. (class)TransducerSeqFeature
                      14. (class)UnitToken
                      15. (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
            16. com.johnsnowlabs.nlp.annotators.tokenizer
                1. com.johnsnowlabs.nlp.annotators.tokenizer.bpe
                   1. (object)
                      BpeTokenizer
                   2. (class)Gpt2Tokenizer
                   3. (class)RobertaTokenizer
                   4. (case class)SpecialToken
            17. com.johnsnowlabs.nlp.annotators.ws
                1. (trait)ReadablePretrainedWordSegmenter
                2. (object)
                   TagsType
                3. (object)(class)WordSegmenterApproach
                4. (object)(class)WordSegmenterModel
         2. com.johnsnowlabs.nlp.embeddings
            1. (object)(class)AlbertEmbeddings
            2. (object)(class)BertEmbeddings
            3. (object)(class)BertSentenceEmbeddings
            4. (object)(class)CamemBertEmbeddings
            5. (object)(class)ChunkEmbeddings
            6. (object)(class)DeBertaEmbeddings
            7. (object)(class)DistilBertEmbeddings
            8. (object)(class)Doc2VecApproach
            9. (object)(class)Doc2VecModel
            10. (object)(class)ElmoEmbeddings
            11. (trait)EmbeddingsCoverage
            12. (trait)HasEmbeddingsProperties
            13. (object)(class)LongformerEmbeddings
            14. (object)
                PoolingStrategy
            15. (trait)ReadablePretrainedAlbertModel
            16. (trait)ReadablePretrainedBertModel
            17. (trait)ReadablePretrainedBertSentenceModel
            18. (trait)ReadablePretrainedCamemBertModel
            19. (trait)ReadablePretrainedDeBertaModel
            20. (trait)ReadablePretrainedDistilBertModel
            21. (trait)ReadablePretrainedDoc2Vec
            22. (trait)ReadablePretrainedElmoModel
            23. (trait)ReadablePretrainedLongformerModel
            24. (trait)ReadablePretrainedRobertaModel
            25. (trait)ReadablePretrainedRobertaSentenceModel
            26. (trait)ReadablePretrainedUSEModel
            27. (trait)ReadablePretrainedWord2Vec
            28. (trait)ReadablePretrainedWordEmbeddings
            29. (trait)ReadablePretrainedXlmRobertaModel
            30. (trait)ReadablePretrainedXlmRobertaSentenceModel
            31. (trait)ReadablePretrainedXlnetModel
            32. (trait)ReadAlbertTensorflowModel
            33. (trait)ReadBertSentenceTensorflowModel
            34. (trait)ReadBertTensorflowModel
            35. (trait)ReadCamemBertTensorflowModel
            36. (trait)ReadDeBertaTensorflowModel
            37. (trait)ReadDistilBertTensorflowModel
            38. (trait)ReadElmoTensorflowModel
            39. (trait)ReadLongformerTensorflowModel
            40. (trait)ReadRobertaSentenceTensorflowModel
            41. (trait)ReadRobertaTensorflowModel
            42. (trait)ReadsFromBytes
            43. (trait)ReadUSETensorflowModel
            44. (trait)ReadXlmRobertaSentenceTensorflowModel
            45. (trait)ReadXlmRobertaTensorflowModel
            46. (trait)ReadXlnetTensorflowModel
            47. (object)(class)RoBertaEmbeddings
            48. (object)(class)RoBertaSentenceEmbeddings
            49. (object)(class)SentenceEmbeddings
            50. (object)(class)UniversalSentenceEncoder
            51. (object)(class)Word2VecApproach
            52. (object)(class)Word2VecModel
            53. (object)(class)WordEmbeddings
            54. (object)
                WordEmbeddingsBinaryIndexer
            55. (object)(class)WordEmbeddingsModel
            56. (class)WordEmbeddingsReader
            57. (object)
                WordEmbeddingsTextIndexer
            58. (class)WordEmbeddingsWriter
            59. (object)(class)XlmRoBertaEmbeddings
            60. (object)(class)XlmRoBertaSentenceEmbeddings
            61. (object)(class)XlnetEmbeddings
         3. 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
         4. com.johnsnowlabs.nlp.recursive
            1. (class)Recursive
            2. (class)RecursiveModel
         5. 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
         6. com.johnsnowlabs.nlp.training
            1. (case class)CoNLL
            2. (class)CoNLL2003NerReader
            3. (case class)CoNLLDocument
            4. (object)
               CoNLLHelper
            5. (case class)CoNLLU
            6. (object)
               CoNLLUCols
            7. (case class)CoNLLUDocument
            8. (case class)POS
            9. (case class)PubTator
         7. com.johnsnowlabs.nlp.util
            1. (object)
               FinisherUtil
            2. (class)GraphBuilder
            3. (class)LfuCache
            4. (class)LruMap
            5. (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
      5. 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
      6. com.johnsnowlabs.util
         1. (object)
            Benchmark
         2. (object)
            Build
         3. (object)
            ConfigHelper
         4. (object)
            ConfigLoader
         5. (object)
            CoNLLGenerator
         6. (object)
            FileHelper
         7. (object)
            JsonParser
         8. (object)
            PipelineModels
         9. (object)
            TrainingHelper
         10. (object)(case class)Version
         11. (object)
             ZipArchiveUtil
         1. com.johnsnowlabs.util.spark
            1. (class)LongMapAccumulator
            2. (class)MapAccumulator
            3. (object)
               SparkUtil