Class/Object

org.clulab.dynet

ConstEmbeddingsGlove

Related Docs: object ConstEmbeddingsGlove | package dynet

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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

Linear Supertypes
ConstEmbeddings, AnyRef, Any
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Instance Constructors

  1. new ConstEmbeddingsGlove(matrixResourceName: String, isResource: Boolean = true)

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    AnyRef → Any

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

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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

  6. def dim: Int

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    Definition Classes
    ConstEmbeddingsGlove → ConstEmbeddings

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

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    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

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    AnyRef → Any

  9. def finalize(): Unit

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

  10. def get(word: String): Expression

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

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    AnyRef → Any

  12. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  14. val lookupParameters: LookupParameter

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  15. def mkEmbeddings(words: Iterable[String]): ExpressionVector

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    The generated Expressions must be const, i.e., they are not updated during the backprop phase This is necessary so we can share the same (large) object between different tasks

    The generated Expressions must be const, i.e., they are not updated during the backprop phase This is necessary so we can share the same (large) object between different tasks

    Definition Classes
    ConstEmbeddingsGlove → ConstEmbeddings

  16. def mkLookupParams(): (LookupParameter, Map[String, Int])

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

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    Definition Classes
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  18. final def notify(): Unit

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  19. final def notifyAll(): Unit

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

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  21. def toString(): String

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  22. val w2i: Map[String, Int]

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  23. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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Inherited from ConstEmbeddings

Inherited from AnyRef

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