dynet

Type Members

1. case class AnnotatedSentence(words: IndexedSeq[String], posTags: Option[IndexedSeq[String]] = None, neTags: Option[IndexedSeq[String]] = None, headPositions: Option[IndexedSeq[Int]] = None) extends Product with Serializable

   

2. class CoNLLSRLToMetal extends AnyRef

   

   Reads a CoNLL-2008 formatted file (containing semantic roles) and converts it to our own Metal format User: mihais Date: 5/5/15 Last Modified: 08/05/2020: Added the latest Metal format Update for Scala 2.12: bug #10151 workaround.

3. case class ConstEmbeddingParameters(collection: ParameterCollection, lookupParameters: LookupParameter, w2i: Map[String, Int]) extends Product with Serializable

   

   Stores lookup parameters + the map from strings to ids

4. class ConstEmbeddingsGlove extends AnyRef

   

5. class EmbeddingLayer extends InitialLayer

   

   This layer takes a sequence of words and produces a sequence of Expression that stores the words' full embeddings

6. trait FinalLayer extends Saveable

   

7. abstract class ForwardLayer extends FinalLayer

   

8. class GreedyForwardLayer extends ForwardLayer

   

9. trait InitialLayer extends Saveable

   

   First layer that occurs in a sequence modeling architecture: goes from words to Expressions

10. trait IntermediateLayer extends Saveable

    

    Intermediate layer in a sequence modeling architecture: goes from ExpressionVector to ExpressionVector

11. class Layers extends Saveable

    

    A sequence of layers that implements a complete NN architecture for sequence modeling

12. class Metal extends AnyRef

    

    Multi-task learning (MeTaL) for sequence modeling Designed to model any sequence task (e.g., POS tagging, NER), and SRL

13. class MetalRowReader extends RowReader

    

14. class MetalShell extends Shell

    

15. class RnnLayer extends IntermediateLayer

    

    This layer applies a biLSTM over the sequence of Expressions produced by a previous layer

16. trait RowReader extends AnyRef

    

17. class SafeTrainer extends AnyRef

    

18. trait Saveable extends AnyRef

    

19. case class ScoreCounts(correct: Int = 0, gold: Int = 0, predicted: Int = 0) extends Product with Serializable

    

20. class ScoreCountsByLabel extends AnyRef

    

21. class SentenceIterator extends Iterator[(Int, Array[Row])]

    

22. case class Shard(taskId: Int, startPosition: Int, endPosition: Int) extends Product with Serializable

    

23. class Task extends AnyRef

    

24. class TaskManager extends Configured

    

    Manages the tasks in LstmCrfMtl

25. class Utils extends AnyRef

    

26. class ViterbiForwardLayer extends ForwardLayer