kr.ac.kaist.ir.deep.network

Network

trait Network extends (ScalarMatrix) ⇒ ScalarMatrix with Serializable

Trait: Network interface

Linear Supertypes
Serializable, Serializable, (ScalarMatrix) ⇒ ScalarMatrix, AnyRef, Any
Known Subclasses
AutoEncoder, BasicNetwork, StackedAutoEncoder
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  1. Network
  2. Serializable
  3. Serializable
  4. Function1
  5. AnyRef
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Abstract Value Members

  1. abstract val W: IndexedSeq[ScalarMatrix]

    All weights of layers

    All weights of layers

    returns

    all weights of layers

  2. abstract def apply(v1: ScalarMatrix): ScalarMatrix

    Definition Classes
    Function1

  3. abstract val dW: IndexedSeq[ScalarMatrix]

    All accumulated delta weights of layers

    All accumulated delta weights of layers

    returns

    all accumulated delta weights

  4. abstract def into_:(x: ScalarMatrix): ScalarMatrix

    Forward computation for training

    Forward computation for training

    x

    input matrix

    returns

    output matrix

  5. abstract def toJSON: JsObject

    Serialize network to JSON

    Serialize network to JSON

    returns

    JsObject of this network

  6. abstract def updateBy(err: ScalarMatrix): ScalarMatrix

    Backpropagation algorithm

    Backpropagation algorithm

    err

    backpropagated error from error function

Concrete 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 andThen[A](g: (ScalarMatrix) ⇒ A): (ScalarMatrix) ⇒ A

    Definition Classes
    Function1
    Annotations
    @unspecialized()

  5. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  6. def clone(): AnyRef

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

  7. def compose[A](g: (A) ⇒ ScalarMatrix): (A) ⇒ ScalarMatrix

    Definition Classes
    Function1
    Annotations
    @unspecialized()

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

    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  12. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  15. final def notify(): Unit

    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  17. def of(x: ScalarMatrix): ScalarMatrix

    Sugar: Forward computation for validation.

    Sugar: Forward computation for validation. Calls apply(x)

    x

    input matrix

    returns

    output matrix

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

    Definition Classes
    AnyRef

  19. def toString(): String

    Definition Classes
    Function1 → AnyRef → Any

  20. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from (ScalarMatrix) ⇒ ScalarMatrix

Inherited from AnyRef

Inherited from Any

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