Class

com.github.cloudml.zen.ml.neuralNetwork

AdaGradUpdater

Related Doc: package neuralNetwork

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class AdaGradUpdater extends Updater

Annotations
@Experimental()
Linear Supertypes
Updater, Serializable, Serializable, AnyRef, Any
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Inherited
  1. AdaGradUpdater
  2. Updater
  3. Serializable
  4. Serializable
  5. AnyRef
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Visibility
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Instance Constructors

  1. new AdaGradUpdater(rho: Double, epsilon: Double, gamma: Double, momentum: Double)

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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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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

  6. def compute(weightsOld: Vector, gradient: Vector, stepSize: Double, iter: Int, regParam: Double): (Vector, Double)

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    Definition Classes
    AdaGradUpdater → Updater

  7. val epsilon: Double

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

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    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

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

  11. val gamma: Double

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

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    Definition Classes
    AnyRef → Any

  13. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  14. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  15. def l2(weightsOld: Vector, gradient: Vector, stepSize: Double, iter: Int, regParam: Double): Double

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    Attributes
    protected

  16. val momentum: Double

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

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    Definition Classes
    AnyRef

  18. final def notify(): Unit

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    Definition Classes
    AnyRef

  19. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  20. val rho: Double

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

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    Definition Classes
    AnyRef

  22. def toString(): String

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    Definition Classes
    AnyRef → Any

  23. final def wait(): Unit

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    Definition Classes
    AnyRef
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    @throws( ... )

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

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    Definition Classes
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    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Updater

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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