kr.ac.kaist.ir.deep.train

AEType

class AEType extends ManipulationType[ScalarMatrix, Null]

Input Operation : Vector as Input & Auto Encoder Training (no output type)

Example: 

  1. var make = new AEType(error = CrossEntropyErr)
                      var corruptedIn = make corrupted in
                      var out = make onewayTrip (net, corruptedIn)
Linear Supertypes
ManipulationType[ScalarMatrix, Null], Serializable, Serializable, AnyRef, Any
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Inherited
  1. AEType
  2. ManipulationType
  3. Serializable
  4. Serializable
  5. AnyRef
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Visibility
  1. Public
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Instance Constructors

  1. new AEType(corrupt: Corruption = NoCorruption, error: Objective = SquaredErr)

    corrupt

    Corruption that supervises how to corrupt the input matrix. (Default : NoCorruption)

    error

    An objective function (Default: kr.ac.kaist.ir.deep.fn.SquaredErr)

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. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  5. def clone(): AnyRef

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

  6. val corrupt: Corruption

    Corruption that supervises how to corrupt the input matrix.

    Corruption that supervises how to corrupt the input matrix. (Default : NoCorruption)

    Definition Classes
    AEType → ManipulationType

  7. def corrupted(x: ScalarMatrix): ScalarMatrix

    Corrupt input

    Corrupt input

    x

    input to be corrupted

    returns

    corrupted input

    Definition Classes
    AEType → ManipulationType

  8. def different(x: Null, y: Null): Boolean

    Check whether given two are same or not.

    Check whether given two are same or not.

    x

    Out-type object

    y

    Out-type object

    returns

    True if they are different.

    Definition Classes
    ManipulationType

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

    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  11. val error: Objective

    An objective function (Default: kr.ac.kaist.ir.deep.fn.SquaredErr)

    An objective function (Default: kr.ac.kaist.ir.deep.fn.SquaredErr)

    Definition Classes
    AEType → ManipulationType

  12. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  14. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  15. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  16. def lossOf(net: Network)(pair: (ScalarMatrix, Null)): Scalar

    Apply given input and compute the error

    Apply given input and compute the error

    net

    A network that gets input

    pair

    (Input, Real output) for error computation.

    returns

    error of this network

    Definition Classes
    AEType → ManipulationType

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

    Definition Classes
    AnyRef

  18. final def notify(): Unit

    Definition Classes
    AnyRef

  19. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  20. def onewayTrip(net: Network, x: ScalarMatrix): ScalarMatrix

    Apply given single input as one-way forward trip.

    Apply given single input as one-way forward trip.

    net

    A network that gets input

    x

    input to be computed

    returns

    output of the network.

    Definition Classes
    AEType → ManipulationType

  21. def roundTrip(net: Network, in: ScalarMatrix, real: Null): Unit

    Apply & Back-prop given single input

    Apply & Back-prop given single input

    net

    A network that gets input

    in

    Input for error computation.

    real

    Real Output for error computation.

    Definition Classes
    AEType → ManipulationType

  22. def stringOf(net: Network, pair: (ScalarMatrix, Null)): String

    Make validation output

    Make validation output

    net

    A network that gets input

    returns

    input as string

    Definition Classes
    AEType → ManipulationType

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

    Definition Classes
    AnyRef

  24. def toString(): String

    Definition Classes
    AnyRef → Any

  25. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ManipulationType[ScalarMatrix, Null]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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