Class

com.tencent.angel.ml.core

MLLearner

Related Doc: package core

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abstract class MLLearner extends Learner

Linear Supertypes
Learner, AnyRef, Any
Known Subclasses
GBDTLearner, GraphLearner, LDALearner
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Inherited
  1. MLLearner
  2. Learner
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Visibility
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Instance Constructors

  1. new MLLearner(ctx: TaskContext)

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Abstract Value Members

  1. abstract val ssScheduler: StepSizeScheduler

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    Attributes
    protected
    Definition Classes
    Learner

  2. abstract def trainOneEpoch(epoch: Int, iter: Iterator[Array[LabeledData]], numBatch: Int): Double

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    Attributes
    protected
    Definition Classes
    Learner

  3. abstract def validate(epoch: Int, valiData: DataBlock[LabeledData]): Unit

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    Attributes
    protected
    Definition Classes
    Learner

Concrete 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. def addPostHook(func: HookFunc): Unit

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    Definition Classes
    Learner

  5. def addPreHook(func: HookFunc): Unit

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    Definition Classes
    Learner

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. def barrier(): Unit

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    Attributes
    protected
    Definition Classes
    MLLearner → Learner

  8. def clone(): AnyRef

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

  9. val conf: Configuration

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  10. val ctx: TaskContext

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

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    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  13. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  15. val globalMetrics: GlobalMetrics

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  16. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  19. final def notify(): Unit

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    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  21. val postHook: ListBuffer[HookFunc]

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    Attributes
    protected
    Definition Classes
    Learner

  22. val preHook: ListBuffer[HookFunc]

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    Attributes
    protected
    Definition Classes
    Learner

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

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    Definition Classes
    AnyRef

  24. def toString(): String

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    Definition Classes
    AnyRef → Any

  25. def train(posTrainData: DataBlock[LabeledData], negTrainData: DataBlock[LabeledData], validationData: DataBlock[LabeledData]): MLModel

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    Definition Classes
    MLLearner → Learner

  26. def train(trainData: DataBlock[LabeledData], validationData: DataBlock[LabeledData]): MLModel

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    Definition Classes
    MLLearner → Learner

  27. def trainOld(trainBlock: DataBlock[LabeledData], validBlock: DataBlock[LabeledData]): OldMLModel

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  28. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Learner

Inherited from AnyRef

Inherited from Any

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