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

   

   Created by Saif Addin on 5/17/2017.

   Created by Saif Addin on 5/17/2017. Inspired on Averaged Perceptron by Matthew Honnibal https://explosion.ai/blog/part-of-speech-pos-tagger-in-python

3. class PerceptronApproachLegacy extends AnnotatorApproach[PerceptronModel] with PerceptronUtils

   

   Created by Saif Addin on 5/17/2017.

   Created by Saif Addin on 5/17/2017. Inspired on Averaged Perceptron by Matthew Honnibal https://explosion.ai/blog/part-of-speech-pos-tagger-in-python

4. class PerceptronModel extends AnnotatorModel[PerceptronModel] with PerceptronUtils

   

   Part of speech tagger that might use different approaches

5. trait PerceptronUtils extends AnyRef

   

6. trait PretrainedPerceptronModel extends AnyRef

   

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

   

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

   

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

   

10. case class TrainingPerceptron(tags: Array[String], featuresWeight: Map[String, Map[String, Double]]) extends Serializable with Product

    

11. class TrainingPerceptronLegacy extends Serializable

    

12. class TupleKeyLongMapAccumulator extends AccumulatorV2[((String, String), Long), Map[(String, String), Long]]