class icon trait icon trait icon trait icon
    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)TensorflowDistilBert
                  16. (class)TensorflowDistilBertClassification
                  17. (class)TensorflowElmo
                  18. (trait)TensorflowForClassification
                  19. (class)TensorflowGPT2
                  20. (class)TensorflowLD
                  21. (class)TensorflowMarian
                  22. (class)TensorflowMultiClassifier
                  23. (class)TensorflowNer
                  24. (class)TensorflowRoBerta
                  25. (class)TensorflowRoBertaClassification
                  26. (class)TensorflowSentenceDetectorDL
                  27. (class)TensorflowSentiment
                  28. (class)TensorflowSpell
                  29. (class)TensorflowT5
                  30. (class)TensorflowUSE
                  31. (object)(class)TensorflowWrapper
                  32. (class)TensorflowXlmRoberta
                  33. (class)TensorflowXlmRoBertaClassification
                  34. (class)TensorflowXlnet
                  35. (class)TensorflowXlnetClassification
                  36. (object)(class)TensorResources
                  37. (case class)Variables
                  38. (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
              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. (class)GraphFinisher
                15. (trait)HasBatchedAnnotate
                16. (trait)HasCaseSensitiveProperties
                17. (trait)HasFeatures
                18. (trait)HasInputAnnotationCols
                19. (trait)HasMultipleInputAnnotationCols
                20. (trait)HasOutputAnnotationCol
                21. (trait)HasOutputAnnotatorType
                22. (trait)HasPretrained
                23. (trait)HasRecursiveFit
                24. (trait)HasRecursiveTransform
                25. (trait)HasSimpleAnnotate
                26. (case class)JavaAnnotation
                27. (class)LightPipeline
                28. (trait)ParamsAndFeaturesReadable
                29. (trait)ParamsAndFeaturesWritable
                30. (trait)RawAnnotator
                31. (class)RecursivePipeline
                32. (class)RecursivePipelineModel
                33. (object)
                  SparkNLP
                34. (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. (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)DistilBertForSequenceClassification
                        8. (object)(class)DistilBertForTokenClassification
                        9. (object)(class)LongformerForSequenceClassification
                        10. (object)(class)LongformerForTokenClassification
                        11. (class)MultiClassifierDLApproach
                        12. (object)(class)MultiClassifierDLModel
                        13. (trait)ReadablePretrainedAlbertForSequenceModel
                        14. (trait)ReadablePretrainedAlbertForTokenModel
                        15. (trait)ReadablePretrainedBertForSequenceModel
                        16. (trait)ReadablePretrainedBertForTokenModel
                        17. (trait)ReadablePretrainedClassifierDL
                        18. (trait)ReadablePretrainedDistilBertForSequenceModel
                        19. (trait)ReadablePretrainedDistilBertForTokenModel
                        20. (trait)ReadablePretrainedLongformerForSequenceModel
                        21. (trait)ReadablePretrainedLongformerForTokenModel
                        22. (trait)ReadablePretrainedMultiClassifierDL
                        23. (trait)ReadablePretrainedRoBertaForSequenceModel
                        24. (trait)ReadablePretrainedRoBertaForTokenModel
                        25. (trait)ReadablePretrainedSentimentDL
                        26. (trait)ReadablePretrainedXlmRoBertaForSequenceModel
                        27. (trait)ReadablePretrainedXlmRoBertaForTokenModel
                        28. (trait)ReadablePretrainedXlnetForSequenceModel
                        29. (trait)ReadablePretrainedXlnetForTokenModel
                        30. (trait)ReadAlbertForSequenceTensorflowModel
                        31. (trait)ReadAlbertForTokenTensorflowModel
                        32. (trait)ReadBertForSequenceTensorflowModel
                        33. (trait)ReadBertForTokenTensorflowModel
                        34. (trait)ReadClassifierDLTensorflowModel
                        35. (trait)ReadDistilBertForSequenceTensorflowModel
                        36. (trait)ReadDistilBertForTokenTensorflowModel
                        37. (trait)ReadLongformerForSequenceTensorflowModel
                        38. (trait)ReadLongformerForTokenTensorflowModel
                        39. (trait)ReadMultiClassifierDLTensorflowModel
                        40. (trait)ReadRoBertaForSequenceTensorflowModel
                        41. (trait)ReadRoBertaForTokenTensorflowModel
                        42. (trait)ReadSentimentDLTensorflowModel
                        43. (trait)ReadXlmRoBertaForSequenceTensorflowModel
                        44. (trait)ReadXlmRoBertaForTokenTensorflowModel
                        45. (trait)ReadXlnetForSequenceTensorflowModel
                        46. (trait)ReadXlnetForTokenTensorflowModel
                        47. (object)(class)RoBertaForSequenceClassification
                        48. (object)(class)RoBertaForTokenClassification
                        49. (object)
                          SentimentApproach
                        50. (class)SentimentDLApproach
                        51. (object)(class)SentimentDLModel
                        52. (object)(class)XlmRoBertaForSequenceClassification
                        53. (object)(class)XlmRoBertaForTokenClassification
                        54. (object)(class)XlnetForSequenceClassification
                        55. (object)(class)XlnetForTokenClassification
                    1. 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
                    2. 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
                    3. 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
                      1. 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. (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
                        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)PerceptronPredictionUtils
                                6. (trait)PerceptronTrainingUtils
                                7. (trait)PerceptronUtils
                                8. (trait)ReadablePretrainedPerceptron
                                9. (class)StringMapStringDoubleAccumulator
                                10. (class)TrainingPerceptronLegacy
                                11. (class)TupleKeyLongDoubleMapAccumulator
                            1. 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
                            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.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
                              2. 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
                              3. 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
                                1. 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
                                  1. 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)DistilBertEmbeddings
                                  6. (object)(class)Doc2VecApproach
                                  7. (object)(class)Doc2VecModel
                                  8. (object)(class)ElmoEmbeddings
                                  9. (trait)EmbeddingsCoverage
                                  10. (trait)HasEmbeddingsProperties
                                  11. (object)(class)LongformerEmbeddings
                                  12. (object)
                                    PoolingStrategy
                                  13. (trait)ReadablePretrainedAlbertModel
                                  14. (trait)ReadablePretrainedBertModel
                                  15. (trait)ReadablePretrainedBertSentenceModel
                                  16. (trait)ReadablePretrainedDistilBertModel
                                  17. (trait)ReadablePretrainedDoc2Vec
                                  18. (trait)ReadablePretrainedElmoModel
                                  19. (trait)ReadablePretrainedLongformerModel
                                  20. (trait)ReadablePretrainedRobertaModel
                                  21. (trait)ReadablePretrainedRobertaSentenceModel
                                  22. (trait)ReadablePretrainedUSEModel
                                  23. (trait)ReadablePretrainedWord2Vec
                                  24. (trait)ReadablePretrainedWordEmbeddings
                                  25. (trait)ReadablePretrainedXlmRobertaModel
                                  26. (trait)ReadablePretrainedXlmRobertaSentenceModel
                                  27. (trait)ReadablePretrainedXlnetModel
                                  28. (trait)ReadAlbertTensorflowModel
                                  29. (trait)ReadBertSentenceTensorflowModel
                                  30. (trait)ReadBertTensorflowModel
                                  31. (trait)ReadDistilBertTensorflowModel
                                  32. (trait)ReadElmoTensorflowModel
                                  33. (trait)ReadLongformerTensorflowModel
                                  34. (trait)ReadRobertaSentenceTensorflowModel
                                  35. (trait)ReadRobertaTensorflowModel
                                  36. (trait)ReadsFromBytes
                                  37. (trait)ReadUSETensorflowModel
                                  38. (trait)ReadXlmRobertaSentenceTensorflowModel
                                  39. (trait)ReadXlmRobertaTensorflowModel
                                  40. (trait)ReadXlnetTensorflowModel
                                  41. (object)(class)RoBertaEmbeddings
                                  42. (object)(class)RoBertaSentenceEmbeddings
                                  43. (object)(class)SentenceEmbeddings
                                  44. (object)(class)UniversalSentenceEncoder
                                  45. (object)(class)Word2VecApproach
                                  46. (object)(class)Word2VecModel
                                  47. (object)(class)WordEmbeddings
                                  48. (object)
                                    WordEmbeddingsBinaryIndexer
                                  49. (object)(class)WordEmbeddingsModel
                                  50. (class)WordEmbeddingsReader
                                  51. (object)
                                    WordEmbeddingsTextIndexer
                                  52. (class)WordEmbeddingsWriter
                                  53. (object)(class)XlmRoBertaEmbeddings
                                  54. (object)(class)XlmRoBertaSentenceEmbeddings
                                  55. (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
                              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)
                                  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