Class/Object

org.clulab.dynet

EmbeddingLayer

Related Docs: object EmbeddingLayer | package dynet

Permalink

class EmbeddingLayer extends InitialLayer

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

Linear Supertypes
InitialLayer, Saveable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. EmbeddingLayer
  2. InitialLayer
  3. Saveable
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new EmbeddingLayer(parameters: ParameterCollection, w2i: Map[String, Int], w2f: Counter[String], c2i: Map[Char, Int], tag2i: Option[Map[String, Int]], ne2i: Option[Map[String, Int]], learnedWordEmbeddingSize: Int, charEmbeddingSize: Int, charRnnStateSize: Int, posTagEmbeddingSize: Int, neTagEmbeddingSize: Int, distanceEmbeddingSize: Int, distanceWindowSize: Int, positionEmbeddingSize: Int, useIsPredicate: Boolean, wordLookupParameters: LookupParameter, charLookupParameters: LookupParameter, charFwRnnBuilder: RnnBuilder, charBwRnnBuilder: RnnBuilder, posTagLookupParameters: Option[LookupParameter], neTagLookupParameters: Option[LookupParameter], distanceLookupParameters: Option[LookupParameter], positionLookupParameters: Option[LookupParameter], dropoutProb: Float)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. val c2i: Map[Char, Int]

    Permalink

  6. val charBwRnnBuilder: RnnBuilder

    Permalink

  7. val charEmbeddingSize: Int

    Permalink

  8. val charFwRnnBuilder: RnnBuilder

    Permalink

  9. val charLookupParameters: LookupParameter

    Permalink

  10. val charRnnStateSize: Int

    Permalink

  11. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  12. val distanceEmbeddingSize: Int

    Permalink

  13. val distanceLookupParameters: Option[LookupParameter]

    Permalink

  14. val distanceWindowSize: Int

    Permalink

  15. val dropoutProb: Float

    Permalink

  16. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  18. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  19. def forward(sentence: AnnotatedSentence, modifierHeadPairsOpt: Option[IndexedSeq[ModifierHeadPair]], constEmbeddings: ConstEmbeddingParameters, doDropout: Boolean): ExpressionVector

    Permalink
    Definition Classes
    EmbeddingLayer → InitialLayer

  20. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  21. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  22. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  23. val learnedWordEmbeddingSize: Int

    Permalink

  24. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  25. val ne2i: Option[Map[String, Int]]

    Permalink

  26. val neTagEmbeddingSize: Int

    Permalink

  27. val neTagLookupParameters: Option[LookupParameter]

    Permalink

  28. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  29. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  30. def outDim: Int

    Permalink
    Definition Classes
    EmbeddingLayer → InitialLayer

  31. val parameters: ParameterCollection

    Permalink

  32. val posTagEmbeddingSize: Int

    Permalink

  33. val posTagLookupParameters: Option[LookupParameter]

    Permalink

  34. val positionEmbeddingSize: Int

    Permalink

  35. val positionLookupParameters: Option[LookupParameter]

    Permalink

  36. def saveX2i(printWriter: PrintWriter): Unit

    Permalink
    Definition Classes
    EmbeddingLayer → Saveable

  37. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  38. val tag2i: Option[Map[String, Int]]

    Permalink

  39. def toString(): String

    Permalink
    Definition Classes
    EmbeddingLayer → AnyRef → Any

  40. val useIsPredicate: Boolean

    Permalink

  41. val w2f: Counter[String]

    Permalink

  42. val w2i: Map[String, Int]

    Permalink

  43. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  44. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  45. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  46. val wordLookupParameters: LookupParameter

    Permalink

Inherited from InitialLayer

Inherited from Saveable

Inherited from AnyRef

Inherited from Any

Ungrouped