Type Members

1.  case class AveragedPerceptron(tags: Array[String], taggedWordBook: Map[String, String], featuresWeight: Map[String, Map[String, Double]]) extends Serializable with Product
   tags

   Holds all unique tags based on training

   taggedWordBook

   Contains non ambiguous words and their tags

   featuresWeight

   Contains prediction information based on context frequencies

2.  class PerceptronApproach extends AnnotatorApproach[PerceptronModel] with PerceptronTrainingUtils

   Averaged Perceptron model to tag words part-of-speech.

   Averaged Perceptron model to tag words part-of-speech.

   Sets a POS tag to each word within a sentence. Its train data (train_pos) is a spark dataset of POS format values with Annotation columns.

   See https://github.com/JohnSnowLabs/spark-nlp/tree/master/src/test/scala/com/johnsnowlabs/nlp/annotators/pos/perceptron for further reference on how to use this API.

3.  class PerceptronApproachDistributed extends AnnotatorApproach[PerceptronModel] with PerceptronTrainingUtils

   Distributed Averaged Perceptron model to tag words part-of-speech.

   Distributed Averaged Perceptron model to tag words part-of-speech.

   Sets a POS tag to each word within a sentence. Its train data (train_pos) is a spark dataset of POS format values with Annotation columns.

   See https://github.com/JohnSnowLabs/spark-nlp/blob/master/src/test/scala/com/johnsnowlabs/nlp/annotators/pos/perceptron/DistributedPos.scala for further reference on how to use this APIs.

4.  class PerceptronModel extends AnnotatorModel[PerceptronModel] with HasSimpleAnnotate[PerceptronModel] with PerceptronPredictionUtils

   Part of speech tagger that might use different approaches

   Part of speech tagger that might use different approaches

   See https://github.com/JohnSnowLabs/spark-nlp/tree/master/src/test/scala/com/johnsnowlabs/nlp/annotators/pos/perceptron for further reference on how to use this API.

5.  trait PerceptronPredictionUtils extends PerceptronUtils
6.  trait PerceptronTrainingUtils extends PerceptronUtils
7.  trait PerceptronUtils extends AnyRef
8.  trait ReadablePretrainedPerceptron extends ParamsAndFeaturesReadable[PerceptronModel] with HasPretrained[PerceptronModel]
9.  class StringMapStringDoubleAccumulator extends AccumulatorV2[(String, Map[String, Double]), Map[String, Map[String, Double]]]
10.  class TrainingPerceptronLegacy extends Serializable
11.  class TupleKeyLongDoubleMapAccumulator extends AccumulatorV2[((String, String), (Long, Double)), Map[(String, String), (Long, Double)]]