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)TensorflowClassifier
            15. (class)TensorflowDeBerta
            16. (class)TensorflowDeBertaClassification
            17. (class)TensorflowDistilBert
            18. (class)TensorflowDistilBertClassification
            19. (class)TensorflowElmo
            20. (trait)TensorflowForClassification
            21. (class)TensorflowGPT2
            22. (class)TensorflowLD
            23. (class)TensorflowMarian
            24. (class)TensorflowMultiClassifier
            25. (class)TensorflowNer
            26. (class)TensorflowRoBerta
            27. (class)TensorflowRoBertaClassification
            28. (class)TensorflowSentenceDetectorDL
            29. (class)TensorflowSentiment
            30. (class)TensorflowSpell
            31. (class)TensorflowT5
            32. (class)TensorflowUSE
            33. (object)(class)TensorflowWrapper
            34. (class)TensorflowXlmRoberta
            35. (class)TensorflowXlmRoBertaClassification
            36. (class)TensorflowXlnet
            37. (class)TensorflowXlnetClassification
            38. (object)(class)TensorResources
            39. (case class)Variables
            40. (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)DistilBertForSequenceClassification
                  9. (object)(class)DistilBertForTokenClassification
                  10. (object)(class)LongformerForSequenceClassification
                  11. (object)(class)LongformerForTokenClassification
                  12. (class)MultiClassifierDLApproach
                  13. (object)(class)MultiClassifierDLModel
                  14. (trait)ReadablePretrainedAlbertForSequenceModel
                  15. (trait)ReadablePretrainedAlbertForTokenModel
                  16. (trait)ReadablePretrainedBertForSequenceModel
                  17. (trait)ReadablePretrainedBertForTokenModel
                  18. (trait)ReadablePretrainedClassifierDL
                  19. (trait)ReadablePretrainedDeBertaForSequenceModel
                  20. (trait)ReadablePretrainedDistilBertForSequenceModel
                  21. (trait)ReadablePretrainedDistilBertForTokenModel
                  22. (trait)ReadablePretrainedLongformerForSequenceModel
                  23. (trait)ReadablePretrainedLongformerForTokenModel
                  24. (trait)ReadablePretrainedMultiClassifierDL
                  25. (trait)ReadablePretrainedRoBertaForSequenceModel
                  26. (trait)ReadablePretrainedRoBertaForTokenModel
                  27. (trait)ReadablePretrainedSentimentDL
                  28. (trait)ReadablePretrainedXlmRoBertaForSequenceModel
                  29. (trait)ReadablePretrainedXlmRoBertaForTokenModel
                  30. (trait)ReadablePretrainedXlnetForSequenceModel
                  31. (trait)ReadablePretrainedXlnetForTokenModel
                  32. (trait)ReadAlbertForSequenceTensorflowModel
                  33. (trait)ReadAlbertForTokenTensorflowModel
                  34. (trait)ReadBertForSequenceTensorflowModel
                  35. (trait)ReadBertForTokenTensorflowModel
                  36. (trait)ReadClassifierDLTensorflowModel
                  37. (trait)ReadDeBertaForSequenceTensorflowModel
                  38. (trait)ReadDistilBertForSequenceTensorflowModel
                  39. (trait)ReadDistilBertForTokenTensorflowModel
                  40. (trait)ReadLongformerForSequenceTensorflowModel
                  41. (trait)ReadLongformerForTokenTensorflowModel
                  42. (trait)ReadMultiClassifierDLTensorflowModel
                  43. (trait)ReadRoBertaForSequenceTensorflowModel
                  44. (trait)ReadRoBertaForTokenTensorflowModel
                  45. (trait)ReadSentimentDLTensorflowModel
                  46. (trait)ReadXlmRoBertaForSequenceTensorflowModel
                  47. (trait)ReadXlmRoBertaForTokenTensorflowModel
                  48. (trait)ReadXlnetForSequenceTensorflowModel
                  49. (trait)ReadXlnetForTokenTensorflowModel
                  50. (object)(class)RoBertaForSequenceClassification
                  51. (object)(class)RoBertaForTokenClassification
                  52. (object)
                      SentimentApproach
                  53. (class)SentimentDLApproach
                  54. (object)(class)SentimentDLModel
                  55. (object)(class)XlmRoBertaForSequenceClassification
                  56. (object)(class)XlmRoBertaForTokenClassification
                  57. (object)(class)XlnetForSequenceClassification
                  58. (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)ChunkEmbeddings
            5. (object)(class)DeBertaEmbeddings
            6. (object)(class)DistilBertEmbeddings
            7. (object)(class)Doc2VecApproach
            8. (object)(class)Doc2VecModel
            9. (object)(class)ElmoEmbeddings
            10. (trait)EmbeddingsCoverage
            11. (trait)HasEmbeddingsProperties
            12. (object)(class)LongformerEmbeddings
            13. (object)
                PoolingStrategy
            14. (trait)ReadablePretrainedAlbertModel
            15. (trait)ReadablePretrainedBertModel
            16. (trait)ReadablePretrainedBertSentenceModel
            17. (trait)ReadablePretrainedDeBertaModel
            18. (trait)ReadablePretrainedDistilBertModel
            19. (trait)ReadablePretrainedDoc2Vec
            20. (trait)ReadablePretrainedElmoModel
            21. (trait)ReadablePretrainedLongformerModel
            22. (trait)ReadablePretrainedRobertaModel
            23. (trait)ReadablePretrainedRobertaSentenceModel
            24. (trait)ReadablePretrainedUSEModel
            25. (trait)ReadablePretrainedWord2Vec
            26. (trait)ReadablePretrainedWordEmbeddings
            27. (trait)ReadablePretrainedXlmRobertaModel
            28. (trait)ReadablePretrainedXlmRobertaSentenceModel
            29. (trait)ReadablePretrainedXlnetModel
            30. (trait)ReadAlbertTensorflowModel
            31. (trait)ReadBertSentenceTensorflowModel
            32. (trait)ReadBertTensorflowModel
            33. (trait)ReadDeBertaTensorflowModel
            34. (trait)ReadDistilBertTensorflowModel
            35. (trait)ReadElmoTensorflowModel
            36. (trait)ReadLongformerTensorflowModel
            37. (trait)ReadRobertaSentenceTensorflowModel
            38. (trait)ReadRobertaTensorflowModel
            39. (trait)ReadsFromBytes
            40. (trait)ReadUSETensorflowModel
            41. (trait)ReadXlmRobertaSentenceTensorflowModel
            42. (trait)ReadXlmRobertaTensorflowModel
            43. (trait)ReadXlnetTensorflowModel
            44. (object)(class)RoBertaEmbeddings
            45. (object)(class)RoBertaSentenceEmbeddings
            46. (object)(class)SentenceEmbeddings
            47. (object)(class)UniversalSentenceEncoder
            48. (object)(class)Word2VecApproach
            49. (object)(class)Word2VecModel
            50. (object)(class)WordEmbeddings
            51. (object)
                WordEmbeddingsBinaryIndexer
            52. (object)(class)WordEmbeddingsModel
            53. (class)WordEmbeddingsReader
            54. (object)
                WordEmbeddingsTextIndexer
            55. (class)WordEmbeddingsWriter
            56. (object)(class)XlmRoBertaEmbeddings
            57. (object)(class)XlmRoBertaSentenceEmbeddings
            58. (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