Trait

org.mitre.jcarafe.crf

SgdLearner

Related Doc: package crf

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trait SgdLearner[T] extends SparseTrainable[T] with CrfLearner

Linear Supertypes
CrfLearner, SparseTrainable[T], Trainable[T], Serializable, Serializable, AnyRef, Any
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Inherited
  1. SgdLearner
  2. CrfLearner
  3. SparseTrainable
  4. Trainable
  5. Serializable
  6. Serializable
  7. AnyRef
  8. Any
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Type Members

  1. class DoubleCell extends AnyRef

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    Definition Classes
    SparseTrainable

Abstract Value Members

  1. abstract val C: Double

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    Definition Classes
    SparseTrainable

  2. abstract val batchSize: Int

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    Definition Classes
    SparseTrainable

  3. abstract val curPos: Int

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    Definition Classes
    SparseTrainable

  4. abstract val eta: Double

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    Definition Classes
    SparseTrainable

  5. abstract val etas: Array[Double]

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    Definition Classes
    SparseTrainable

  6. abstract def getCoreModel(): CoreModel

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    Definition Classes
    Trainable

  7. abstract def getGradient(instAccessor: AccessSeq[T]): Option[Double]

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    Definition Classes
    Trainable

  8. abstract val gradient: HashMap[Int, DoubleCell]

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    Definition Classes
    SparseTrainable

  9. abstract val initialLearningRate: Double

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    Definition Classes
    SparseTrainable

  10. abstract def initialize(): Unit

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    Definition Classes
    Trainable

  11. abstract val lambdas: Array[Double]

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    Definition Classes
    Trainable

  12. abstract val maxEpochs: Int

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    Definition Classes
    SparseTrainable

  13. abstract val momentum: Double

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    Definition Classes
    SparseTrainable

  14. abstract val numGradIssues: Int

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    Definition Classes
    SparseTrainable

  15. abstract val numParams: Int

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    Definition Classes
    Trainable

  16. abstract val pAlpha: Double

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    Definition Classes
    SparseTrainable

  17. abstract val periodSize: Int

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    Definition Classes
    SparseTrainable

  18. abstract val quiet: Boolean

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    Definition Classes
    SparseTrainable

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

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    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  8. val eta_0: Double

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  9. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  11. def getLambdas: Array[Double]

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    Definition Classes
    Trainable

  12. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  17. val p_alpha: Double

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  18. def print_zero_wt_feature_cnt(weights: Array[Double], num_features: Int): Unit

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    Definition Classes
    CrfLearner

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

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    Definition Classes
    AnyRef

  20. def toString(): String

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    Definition Classes
    AnyRef → Any

  21. def train(accessSeq: AccessSeq[T], x: Int, modelIterFn: Option[(CoreModel, Int) ⇒ Unit] = None): CoreModel

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    Definition Classes
    SgdLearner → Trainable

  22. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from CrfLearner

Inherited from SparseTrainable[T]

Inherited from Trainable[T]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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