Class

com.tencent.angel.ml.core.graphsubmit

GraphLearner

Related Doc: package graphsubmit

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class GraphLearner extends MLLearner

Linear Supertypes
MLLearner, Learner, AnyRef, Any
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Inherited
  1. GraphLearner
  2. MLLearner
  3. Learner
  4. AnyRef
  5. Any
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Visibility
  1. Public
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Instance Constructors

  1. new GraphLearner(conf: SharedConf, ctx: TaskContext)

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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. val LOG: Log

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  5. def addPostHook(func: HookFunc): Unit

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    Definition Classes
    Learner

  6. def addPreHook(func: HookFunc): Unit

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    Definition Classes
    Learner

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. def barrier(): Unit

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    Attributes
    protected
    Definition Classes
    MLLearner → Learner

  9. def clone(): AnyRef

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

  10. val conf: Configuration

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    Definition Classes
    MLLearner

  11. val ctx: TaskContext

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    Definition Classes
    MLLearner

  12. val decayOnBatch: Boolean

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  13. val epochNum: Int

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

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    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  16. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  18. val globalMetrics: GlobalMetrics

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    Definition Classes
    MLLearner

  19. val graph: Graph

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  20. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  21. val indexRange: Long

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  22. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  23. val lr0: Double

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  24. val model: AngelModel

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  25. val modelClassName: String

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  26. val modelSize: Long

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

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    Definition Classes
    AnyRef

  28. final def notify(): Unit

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    Definition Classes
    AnyRef

  29. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  30. val postHook: ListBuffer[HookFunc]

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    Attributes
    protected
    Definition Classes
    Learner

  31. val preHook: ListBuffer[HookFunc]

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    Attributes
    protected
    Definition Classes
    Learner

  32. val ssScheduler: StepSizeScheduler

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    Definition Classes
    GraphLearner → Learner

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

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    Definition Classes
    AnyRef

  34. def toString(): String

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    GraphLearner → MLLearner → Learner

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

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    train LR model iteratively

    train LR model iteratively

    trainData

    : trainning data storage

    validationData

    : validation data storage

    Definition Classes
    GraphLearner → MLLearner → Learner

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

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    Definition Classes
    MLLearner

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

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    Definition Classes
    GraphLearner → Learner

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

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    validate loss, Auc, Precision or other

    validate loss, Auc, Precision or other

    epoch

    : epoch id

    valiData

    : validata data storage

    Definition Classes
    GraphLearner → Learner

  40. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from MLLearner

Inherited from Learner

Inherited from AnyRef

Inherited from Any

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