Packages

  • package root
    Definition Classes
    root
  • package epic

    Definition Classes
    root
  • package dense
    Definition Classes
    epic
  • case class NonlinearTransform [FV](nonLinType: String, size: Int, inner: Transform[FV, DenseVector[Double]], dropoutRate: Double = 0.5) extends Transform[FV, DenseVector[Double]] with Product with Serializable

    A bit of a misnomer since this has been generalized to support linear functions as well...

    A bit of a misnomer since this has been generalized to support linear functions as well...

    Definition Classes
    dense
  • Layer

case class Layer(nonlinearFcn: NonlinearFcn, innerLayer: Transform.Layer) extends Transform.Layer[FV, DenseVector[Double]] with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, Transform.Layer[FV, DenseVector[Double]], AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Layer
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Layer
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new Layer(nonlinearFcn: NonlinearFcn, innerLayer: Transform.Layer)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. def activations(fv: FV): DenseVector[Double]
    Definition Classes
    Layer → Layer
  5. def applyBatchNormalization(inputs: GenTraversable[FV]): Unit
    Definition Classes
    Layer → Layer
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  9. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  10. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
  11. def index: MutableIndex[Feature]
    Definition Classes
    Layer → Layer
  12. val innerLayer: Transform.Layer
  13. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  14. val myIndex: MutableIndex[Feature]
  15. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. val nonlinearFcn: NonlinearFcn
  17. final def notify(): Unit
    Definition Classes
    AnyRef
  18. final def notifyAll(): Unit
    Definition Classes
    AnyRef
  19. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  20. def tallyDerivative(deriv: DenseVector[Double], _scale: ⇒ Vector[Double], fv: FV): Unit
    Definition Classes
    Layer → Layer
  21. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  22. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  23. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Transform.Layer[FV, DenseVector[Double]]

Inherited from AnyRef

Inherited from Any

Ungrouped