Object/Class

epic.logo

Trainer

Related Docs: class Trainer | package logo

Permalink

object Trainer extends Serializable

Linear Supertypes
Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Trainer
  2. Serializable
  3. Serializable
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. def clone(): AnyRef

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

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

    Permalink
    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  10. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    AnyRef

  13. def newL1LogLossMIRATrainer[T, W, OracleS, MaxerS](oracleInferencer: OracleInferencer[T, W, OracleS], summer: ExpectationInferencer[T, W, MaxerS], iterationCallback: IterationCallback[T, W, OracleS, MaxerS], C: Double = 1.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts(), average: Boolean = true, addInitialConstraint: Option[W] = None)(implicit space: MutableInnerProductModule[W, Double]): Trainer[T, W, OracleS, MaxerS]

    Permalink

  14. def newL1LogLossTrainer[T, Y, W, OracleS, MaxerS](oracleInferencer: OracleInferencer[T, W, OracleS], summer: ExpectationInferencer[T, W, MaxerS], iterationCallback: IterationCallback[T, W, OracleS, MaxerS], C: Double = 1.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts(), addInitialConstraint: Option[W] = None)(implicit space: MutableInnerProductModule[W, Double]): Trainer[T, W, OracleS, MaxerS]

    Permalink

  15. def newL1MIRATrainer[T, Y, W, OracleS, MaxerS](oracleInferencer: OracleInferencer[T, W, OracleS], argmaxer: LossAugmentedArgmaxInferencer[T, W, MaxerS], iterationCallback: IterationCallback[T, W, OracleS, MaxerS], C: Double = 1.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts(), average: Boolean = true, addInitialConstraint: Option[W] = None)(implicit space: MutableInnerProductModule[W, Double]): Trainer[T, W, OracleS, MaxerS]

    Permalink

  16. def newL1MarginRankTrainer[T, W, MaxerS](argmaxer: LossAugmentedArgmaxInferencer[T, W, MaxerS], iterationCallback: IterationCallback[T, W, MaxerS, MaxerS], C: Double = 1.0, gamma: Double = 0.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts(), addInitialConstraint: Option[W] = None)(implicit space: MutableInnerProductModule[W, Double]): Trainer[T, W, MaxerS, MaxerS]

    Permalink

  17. def newL1MaxMarginTrainer[T, W, OracleS, MaxerS](oracleInferencer: OracleInferencer[T, W, OracleS], argmaxer: LossAugmentedArgmaxInferencer[T, W, MaxerS], iterationCallback: IterationCallback[T, W, OracleS, MaxerS] = NullIterationCallback(), C: Double = 1.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts(), addInitialConstraint: Option[W] = None)(implicit space: MutableInnerProductModule[W, Double]): Trainer[T, W, OracleS, MaxerS]

    Permalink

  18. def newL2MaxMarginTrainer[T, Y, W, OracleS, MaxerS](oracleInferencer: OracleInferencer[T, W, OracleS], argmaxer: LossAugmentedArgmaxInferencer[T, W, MaxerS], iterationCallback: IterationCallback[T, W, OracleS, MaxerS], C: Double = 1.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts(), addInitialConstraint: Option[W] = None)(implicit space: MutableInnerProductModule[W, Double]): Trainer[T, W, OracleS, MaxerS]

    Permalink

  19. def newPerceptronTrainer[T, Y, W, OracleS, MaxerS](oracleInferencer: OracleInferencer[T, W, OracleS], argmaxer: ArgmaxInferencer[T, W, MaxerS], iterationCallback: IterationCallback[T, W, OracleS, MaxerS], learningRate: Double = 1.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts(), average: Boolean = true)(implicit space: MutableInnerProductModule[W, Double]): Trainer[T, W, OracleS, MaxerS]

    Permalink

  20. def newStochasticGradientDescentTrainer[T, W, OracleS, MaxerS](oracleInferencer: OracleInferencer[T, W, OracleS], summer: ExpectationInferencer[T, W, MaxerS], iterationCallback: IterationCallback[T, W, OracleS, MaxerS], C: Double = 1.0, learningRate: Double = 1.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts(), average: Boolean = true)(implicit space: MutableInnerProductModule[W, Double]): Trainer[T, W, OracleS, MaxerS]

    Permalink

  21. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  22. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    AnyRef

  24. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  25. def trainL1MaxMarginMulticlassClassifier[L, F, W](labels: IndexedSeq[L], data: Seq[LabeledDatum[L, F]], labelConjoiner: (L, F) ⇒ W, initialConstraint: W, iterationCallback: IterationCallback[LabeledDatum[L, F], W, Unit, Unit] = ..., oneSlackFormulation: Boolean = true, C: Double = 1.0, maxNumIters: Int = 100, opts: LogoOpts = new LogoOpts())(implicit space: MutableInnerProductModule[W, Double]): MulticlassClassifier[L, F, W]

    Permalink

  26. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped