dynet

Type Members

1. class AnnotatedSentence extends AnyRef

   

2. class BasicRowReader extends RowReader

   

3. trait ConstEmbeddings extends AnyRef

   

4. class ConstEmbeddingsGlove extends ConstEmbeddings

   

   Implements the ConstEmbeddings using GloVe vectors Note: two difference from the vanilla GloVe vectors are: - Words with low frequency may be filtered out of the matrix - The empty string ("") stands for UNK; it is typically computed by averaging the embeddings of the culled words

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 MetalShell extends Shell

    

14. class RnnLayer extends IntermediateLayer

    

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

15. trait RowReader extends AnyRef

    

16. class SafeTrainer extends AnyRef

    

17. trait Saveable extends AnyRef

    

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

    

19. class ScoreCountsByLabel extends AnyRef

    

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

    

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

    

22. class SrlArgsRowReader extends RowReader

    

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