Class/Object

epic.parser.models

PositionalNeuralModelFactory

Related Docs: object PositionalNeuralModelFactory | package models

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case class PositionalNeuralModelFactory(annotator: TreeAnnotator[AnnotatedLabel, String, AnnotatedLabel] = GenerativeParser.defaultAnnotator(), dummyFeats: Double = 0.5, commonWordThreshold: Int = 100, useSparseFeatures: Boolean = true, nonLinType: String = "relu", backpropIntoEmbeddings: Boolean = false, dropoutRate: Double = 0.0, numHidden: Int = 200, numHiddenLayers: Int = 1, neuralSurfaceWordsToUse: String = "most", word2vecPath: String = "", vocFile: String = "", lowercasedVectors: Boolean = false, extraPNMParams: ExtraPNMParams = ExtraPNMParams(), extraPNMSparseParams: ExtraPNMSparseParams = ExtraPNMSparseParams()) extends ParserModelFactory[AnnotatedLabel, String] with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, ParserModelFactory[AnnotatedLabel, String], ParserExtractableModelFactory[AnnotatedLabel, String], AnyRef, Any
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Inherited
  1. PositionalNeuralModelFactory
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. ParserModelFactory
  7. ParserExtractableModelFactory
  8. AnyRef
  9. Any
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Visibility
  1. Public
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Instance Constructors

  1. new PositionalNeuralModelFactory(annotator: TreeAnnotator[AnnotatedLabel, String, AnnotatedLabel] = GenerativeParser.defaultAnnotator(), dummyFeats: Double = 0.5, commonWordThreshold: Int = 100, useSparseFeatures: Boolean = true, nonLinType: String = "relu", backpropIntoEmbeddings: Boolean = false, dropoutRate: Double = 0.0, numHidden: Int = 200, numHiddenLayers: Int = 1, neuralSurfaceWordsToUse: String = "most", word2vecPath: String = "", vocFile: String = "", lowercasedVectors: Boolean = false, extraPNMParams: ExtraPNMParams = ExtraPNMParams(), extraPNMSparseParams: ExtraPNMSparseParams = ExtraPNMSparseParams())

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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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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any

  4. val annotator: TreeAnnotator[AnnotatedLabel, String, AnnotatedLabel]

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  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. val backpropIntoEmbeddings: Boolean

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  7. def clone(): AnyRef

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

  8. val commonWordThreshold: Int

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  9. val dropoutRate: Double

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  10. val dummyFeats: Double

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

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    Definition Classes
    AnyRef

  12. val extraPNMParams: ExtraPNMParams

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  13. val extraPNMSparseParams: ExtraPNMSparseParams

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  14. def extractBasicCounts[L, W](trees: IndexedSeq[TreeInstance[L, W]]): (Counter2[L, W, Double], Counter2[L, BinaryRule[L], Double], Counter2[L, UnaryRule[L], Double])

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    Attributes
    protected
    Definition Classes
    ParserExtractableModelFactory

  15. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  18. val lowercasedVectors: Boolean

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  19. def make(trainTrees: IndexedSeq[TreeInstance[AnnotatedLabel, String]], topology: RuleTopology[AnnotatedLabel], lexicon: Lexicon[AnnotatedLabel, String], constrainer: Factory[AnnotatedLabel, String]): MyModel

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    Definition Classes
    PositionalNeuralModelFactory → ParserExtractableModelFactory

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

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    Definition Classes
    AnyRef

  21. val neuralSurfaceWordsToUse: String

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  22. val nonLinType: String

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  23. final def notify(): Unit

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    Definition Classes
    AnyRef

  24. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  25. val numHidden: Int

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  26. val numHiddenLayers: Int

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  27. def readWeights(in: File): Counter[Feature, Double]

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    Definition Classes
    ParserExtractableModelFactory

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

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    Definition Classes
    AnyRef

  29. val useSparseFeatures: Boolean

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  30. val vocFile: String

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  31. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  34. val word2vecPath: String

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Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from ParserModelFactory[AnnotatedLabel, String]

Inherited from ParserExtractableModelFactory[AnnotatedLabel, String]

Inherited from AnyRef

Inherited from Any

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