Class

epic.dense.AffineOutputTransform

OutputLayer

Related Doc: package AffineOutputTransform

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case class OutputLayer(weights: DenseMatrix[Double], bias: DenseVector[Double], innerLayer: Layer) extends OutputTransform.OutputLayer[FV, DenseVector[Double]] with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, OutputTransform.OutputLayer[FV, DenseVector[Double]], Layer[FV, DenseVector[Double]], AnyRef, Any
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Inherited
  1. OutputLayer
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. OutputLayer
  7. Layer
  8. AnyRef
  9. Any
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Instance Constructors

  1. new OutputLayer(weights: DenseMatrix[Double], bias: DenseVector[Double], innerLayer: Layer)

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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. def activations(fv: FV): DenseVector[Double]

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    Definition Classes
    OutputLayer → OutputLayer → Layer

  5. def activationsDot(fv: FV, sparseIndices: Array[Int]): Double

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  6. def activationsDot(fv: FV, sparseIdx: Int): Double

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  7. def activationsFromPenultimateDot(innerLayerActivations: DenseVector[Double], sparseIdx: Int): Double

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    Definition Classes
    OutputLayer → OutputLayer

  8. def activationsFromPenultimateDot(innerLayerActivations: DenseVector[Double], sparseFeatures: Array[Int]): Double

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    Definition Classes
    OutputLayer

  9. def applyBatchNormalization(inputs: GenTraversable[FV]): Unit

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    Definition Classes
    OutputLayer → OutputLayer → Layer

  10. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  11. val bias: DenseVector[Double]

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  12. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  14. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  16. val index: SegmentedIndex[Feature, Index[Feature]]

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    Definition Classes
    OutputLayer → OutputLayer → Layer

  17. val innerLayer: Layer

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  18. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  20. final def notify(): Unit

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    Definition Classes
    AnyRef

  21. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  23. def tallyDerivative(deriv: DenseVector[Double], _scale: ⇒ Vector[Double], fv: FV): Unit

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    Definition Classes
    OutputLayer → OutputLayer → Layer

  24. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  27. val weights: DenseMatrix[Double]

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  28. val weightst: DenseMatrix[Double]

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Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from OutputTransform.OutputLayer[FV, DenseVector[Double]]

Inherited from Layer[FV, DenseVector[Double]]

Inherited from AnyRef

Inherited from Any

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