perceptron

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 PerceptronUtils

   

3. class PerceptronApproachDistributed extends AnnotatorApproach[PerceptronModel] with PerceptronUtils

   

4. class PerceptronModel extends AnnotatorModel[PerceptronModel] with PerceptronUtils

   

   Part of speech tagger that might use different approaches

5. trait PerceptronUtils extends AnyRef

   

6. trait ReadablePretrainedPerceptron extends ParamsAndFeaturesReadable[PerceptronModel] with HasPretrained[PerceptronModel]

   

7. class StringMapStringDoubleAccumulator extends AccumulatorV2[(String, Map[String, Double]), Map[String, Map[String, Double]]]

   

8. class TrainingPerceptronLegacy extends Serializable

   

9. class TupleKeyLongDoubleMapAccumulator extends AccumulatorV2[((String, String), (Long, Double)), Map[(String, String), (Long, Double)]]