kr.ac.kaist.ir.deep.train

DroppingCorruption

case class DroppingCorruption(presence: Float = 0.95f) extends Corruption with Product with Serializable

Input Corruption: Drop input as zero.

If network uses drop-out training, we recommend that you do not use this.

presence

probability of not-dropped. (default 95% = 0.95)

Example: 

  1. var corrupt = DroppingCorruption(presence = 0.99)
       var corrupted = corrupt(vector)
Note

If the presence probability is P%, then this corruption leaves P% entries of the matrix

Linear Supertypes
Product, Equals, Corruption, Serializable, Serializable, (ScalarMatrix) ⇒ ScalarMatrix, AnyRef, Any
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Inherited
  1. DroppingCorruption
  2. Product
  3. Equals
  4. Corruption
  5. Serializable
  6. Serializable
  7. Function1
  8. AnyRef
  9. Any
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Instance Constructors

  1. new DroppingCorruption(presence: Float = 0.95f)

    presence

    probability of not-dropped. (default 95% = 0.95)

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. def apply(v1: ScalarMatrix): ScalarMatrix

    Do corruption

    Do corruption

    v1

    Matrix to be corrupted

    returns

    corrupted vector

    Definition Classes
    DroppingCorruption → Function1

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

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

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

    Definition Classes
    Function1
    Annotations
    @unspecialized()

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

    Definition Classes
    AnyRef

  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. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  14. final def notify(): Unit

    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  16. val presence: Float

    probability of not-dropped.

    probability of not-dropped. (default 95% = 0.95)

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

    Definition Classes
    AnyRef

  18. def toString(): String

    Definition Classes
    Function1 → AnyRef → Any

  19. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Product

Inherited from Equals

Inherited from Corruption

Inherited from Serializable

Inherited from Serializable

Inherited from (ScalarMatrix) ⇒ ScalarMatrix

Inherited from AnyRef

Inherited from Any

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