Class

com.tencent.angel.ml.core.optimizer

Optimizer

Related Doc: package optimizer

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abstract class Optimizer extends Serializable

Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
AdaDelta, AdaGrad, Adam, FTRL, Momentum, SGD
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Inherited
  1. Optimizer
  2. Serializable
  3. Serializable
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Visibility
  1. Public
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Instance Constructors

  1. new Optimizer(stepSize: Double)

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Abstract Value Members

  1. abstract val numSlot: Int

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    Attributes
    protected

  2. abstract def toJson: JObject

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  3. abstract def update(matrixId: Int, numFactors: Int, epoch: Int, batchSize: Int): Future[VoidResult]

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  4. abstract def update(matrixId: Int, numFactors: Int, epoch: Int): Future[VoidResult]

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Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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

  6. var epsilon: Double

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    Attributes
    protected

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

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  8. def equals(arg0: Any): Boolean

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  9. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

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

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  11. def getEpsilon: Double

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  12. def getLR: Double

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  13. def getNumSlot: Int

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  14. def getRegL1Param: Double

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  15. def getRegL2Param: Double

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  16. def hashCode(): Int

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    Definition Classes
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  17. final def isInstanceOf[T0]: Boolean

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  18. var lr: Double

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    Attributes
    protected

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

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    Definition Classes
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  20. final def notify(): Unit

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    Definition Classes
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  21. final def notifyAll(): Unit

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    Definition Classes
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  22. var regL1Param: Double

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    Attributes
    protected

  23. var regL2Param: Double

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    Attributes
    protected

  24. def setEpsilon(epsilon: Double): Unit

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  25. def setLR(lr: Double): Unit

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  26. def setNumSlot(numSlot: Int): Unit

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  27. def setRegL1Param(regParam: Double): Optimizer.this.type

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  28. def setRegL2Param(regParam: Double): Optimizer.this.type

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

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    Definition Classes
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  30. def toString(): String

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    Definition Classes
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  31. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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