com.johnsnowlabs.nlp.annotator.scala Maven / Gradle / Ivy

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package com.johnsnowlabs.nlp

import com.johnsnowlabs.nlp.annotators.PretrainedLemmatizer
import com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph
import com.johnsnowlabs.nlp.annotators.ner.crf.PretrainedNerCrf
import com.johnsnowlabs.nlp.annotators.ner.dl.{WithGraphResolver, ReadsNERGraph}
import com.johnsnowlabs.nlp.annotators.pos.perceptron.PretrainedPerceptronModel
import com.johnsnowlabs.nlp.annotators.spell.norvig.PretrainedNorvigSweeting
import com.johnsnowlabs.nlp.embeddings.EmbeddingsReadable
import org.apache.spark.ml.util.DefaultParamsReadable

object annotator {

  type Tokenizer = com.johnsnowlabs.nlp.annotators.Tokenizer
  object Tokenizer extends DefaultParamsReadable[Tokenizer]

  type Normalizer = com.johnsnowlabs.nlp.annotators.Normalizer
  object Normalizer extends DefaultParamsReadable[Normalizer]

  type DateMatcher = com.johnsnowlabs.nlp.annotators.DateMatcher
  object DateMatcher extends DefaultParamsReadable[DateMatcher]

  type TextMatcher = com.johnsnowlabs.nlp.annotators.TextMatcher
  object TextMatcher extends DefaultParamsReadable[TextMatcher]
  type TextMatcherModel = com.johnsnowlabs.nlp.annotators.TextMatcherModel
  object TextMatcherModel extends ParamsAndFeaturesReadable[TextMatcherModel]

  type RegexMatcher = com.johnsnowlabs.nlp.annotators.RegexMatcher
  object RegexMatcher extends DefaultParamsReadable[RegexMatcher]
  type RegexMatcherModel = com.johnsnowlabs.nlp.annotators.RegexMatcherModel
  object RegexMatcherModel extends ParamsAndFeaturesReadable[RegexMatcherModel]

  type Stemmer = com.johnsnowlabs.nlp.annotators.Stemmer
  object Stemmer extends DefaultParamsReadable[Stemmer]

  type Lemmatizer = com.johnsnowlabs.nlp.annotators.Lemmatizer
  object Lemmatizer extends DefaultParamsReadable[Lemmatizer]
  type LemmatizerModel = com.johnsnowlabs.nlp.annotators.LemmatizerModel
  object LemmatizerModel extends ParamsAndFeaturesReadable[LemmatizerModel] with PretrainedLemmatizer

  type AssertionLogRegApproach = com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach
  object AssertionLogRegApproach extends DefaultParamsReadable[AssertionLogRegApproach]
  type AssertionLogRegModel = com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel
  object AssertionLogRegModel extends EmbeddingsReadable[AssertionLogRegModel]

  type NerCrfApproach = com.johnsnowlabs.nlp.annotators.ner.crf.NerCrfApproach
  object NerCrfApproach extends DefaultParamsReadable[NerCrfApproach]
  type NerCrfModel = com.johnsnowlabs.nlp.annotators.ner.crf.NerCrfModel
  object NerCrfModel extends EmbeddingsReadable[NerCrfModel] with PretrainedNerCrf

  type DependencyParserApproach = com.johnsnowlabs.nlp.annotators.parser.dep.DependencyParserApproach
  object DependencyParserApproach extends DefaultParamsReadable[DependencyParserApproach]
  type DependencyParserModel = com.johnsnowlabs.nlp.annotators.parser.dep.DependencyParserModel
  object DependencyParserModel extends DefaultParamsReadable[DependencyParserModel]

  type PerceptronApproach = com.johnsnowlabs.nlp.annotators.pos.perceptron.PerceptronApproach
  object PerceptronApproach extends DefaultParamsReadable[PerceptronApproach]
  type PerceptronModel = com.johnsnowlabs.nlp.annotators.pos.perceptron.PerceptronModel
  object PerceptronModel extends ParamsAndFeaturesReadable[PerceptronModel] with PretrainedPerceptronModel

  type SentenceDetector = com.johnsnowlabs.nlp.annotators.sbd.pragmatic.SentenceDetector
  object SentenceDetector extends DefaultParamsReadable[SentenceDetector]

  type SentimentDetector = com.johnsnowlabs.nlp.annotators.sda.pragmatic.SentimentDetector
  object SentimentDetector extends DefaultParamsReadable[SentimentDetector]
  type SentimentDetectorModel = com.johnsnowlabs.nlp.annotators.sda.pragmatic.SentimentDetectorModel
  object SentimentDetectorModel extends ParamsAndFeaturesReadable[SentimentDetectorModel]

  type ViveknSentimentApproach = com.johnsnowlabs.nlp.annotators.sda.vivekn.ViveknSentimentApproach
  object ViveknSentimentApproach extends DefaultParamsReadable[ViveknSentimentApproach]
  type ViveknSentimentModel = com.johnsnowlabs.nlp.annotators.sda.vivekn.ViveknSentimentModel
  object ViveknSentimentModel extends ParamsAndFeaturesReadable[ViveknSentimentModel]

  type NorvigSweetingApproach = com.johnsnowlabs.nlp.annotators.spell.norvig.NorvigSweetingApproach
  object NorvigSweetingApproach extends DefaultParamsReadable[NorvigSweetingApproach]
  type NorvigSweetingModel = com.johnsnowlabs.nlp.annotators.spell.norvig.NorvigSweetingModel
  object NorvigSweetingModel extends ParamsAndFeaturesReadable[NorvigSweetingModel] with PretrainedNorvigSweeting

  type NerDLApproach = com.johnsnowlabs.nlp.annotators.ner.dl.NerDLApproach
  object NerDLApproach extends DefaultParamsReadable[NerDLApproach] with WithGraphResolver
  type NerDLModel = com.johnsnowlabs.nlp.annotators.ner.dl.NerDLModel
  object NerDLModel extends ParamsAndFeaturesReadable[NerDLModel] with ReadsNERGraph

  type AssertionDLApproach = com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach
  object AssertionDLApproach extends DefaultParamsReadable[AssertionDLApproach]
  type AssertionDLModel = com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel
  object AssertionDLModel extends EmbeddingsReadable[AssertionDLModel] with ReadsAssertionGraph

}