nak.space.nca.NCAObjectives.Objectives

NCABatchObjective

class NCABatchObjective[L, T, M] extends BatchDiffFunction[M]

Linear Supertypes
BatchDiffFunction[M], (M, IndexedSeq[Int]) ⇒ Double, DiffFunction[M], StochasticDiffFunction[M], (M) ⇒ Double, AnyRef, Any
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Inherited
  1. NCABatchObjective
  2. BatchDiffFunction
  3. Function2
  4. DiffFunction
  5. StochasticDiffFunction
  6. Function1
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new NCABatchObjective(data: Iterable[Example[L, T]])(implicit vspace: MutableRestrictedDomainTensorField[T, Int, Double], mvspace: MutableTensorField[M, (Int, Int), Double], opTrans: CanTranspose[T, Transpose[T]], opMulMV: breeze.linalg.operators.OpMulMatrix.Impl2[M, T, T], opMulVTV: breeze.linalg.operators.OpMulMatrix.Impl2[T, Transpose[T], M], opMulMM: breeze.linalg.operators.OpMulMatrix.Impl2[M, M, M])

Value Members

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

    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef → Any

  4. def andThen[A](g: (Double) ⇒ A): (M) ⇒ A

    Definition Classes
    Function1
    Annotations
    @unspecialized()

  5. def apply(x: M, batch: IndexedSeq[Int]): Double

    Definition Classes
    BatchDiffFunction → Function2

  6. final def apply(x: M): Double

    Definition Classes
    StochasticDiffFunction → Function1

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. def cached(implicit copy: CanCopy[M]): DiffFunction[M]

    Definition Classes
    BatchDiffFunction → DiffFunction

  9. def calculate(A: M, batch: IndexedSeq[Int]): (Double, M)

    Definition Classes
    NCABatchObjective → BatchDiffFunction

  10. def calculate(x: M): (Double, M)

    Definition Classes
    BatchDiffFunction → StochasticDiffFunction

  11. def clone(): AnyRef

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

  12. def compose[A](g: (A) ⇒ M): (A) ⇒ Double

    Definition Classes
    Function1
    Annotations
    @unspecialized()

  13. def curried: (M) ⇒ (IndexedSeq[Int]) ⇒ Double

    Definition Classes
    Function2
    Annotations
    @unspecialized()

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

    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  16. val featureSize: Int

  17. def finalize(): Unit

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

  18. def fullRange: IndexedSeq[Int]

    Definition Classes
    NCABatchObjective → BatchDiffFunction

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

    Definition Classes
    AnyRef → Any

  20. def gradientAt(x: M): M

    Definition Classes
    BatchDiffFunction → StochasticDiffFunction

  21. def gradientAt(x: M, batch: IndexedSeq[Int]): M

    Definition Classes
    BatchDiffFunction

  22. def groupItems(groupSize: Int): BatchDiffFunction[M]

    Definition Classes
    BatchDiffFunction

  23. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  24. val iData: IndexedSeq[T]

  25. val iLabel: IndexedSeq[L]

  26. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  28. final def notify(): Unit

    Definition Classes
    AnyRef

  29. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  30. val size: Int

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

    Definition Classes
    AnyRef

  32. def throughLens[U](implicit l: Isomorphism[M, U]): DiffFunction[U]

    Definition Classes
    StochasticDiffFunction

  33. def toString(): String

    Definition Classes
    Function2 → AnyRef → Any

  34. def tupled: ((M, IndexedSeq[Int])) ⇒ Double

    Definition Classes
    Function2
    Annotations
    @unspecialized()

  35. def valueAt(x: M): Double

    Definition Classes
    BatchDiffFunction → StochasticDiffFunction

  36. def valueAt(x: M, batch: IndexedSeq[Int]): Double

    Definition Classes
    BatchDiffFunction

  37. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  40. def withRandomBatches(size: Int): StochasticDiffFunction[M]

    Definition Classes
    BatchDiffFunction

  41. def withScanningBatches(size: Int): StochasticDiffFunction[M]

    Definition Classes
    BatchDiffFunction

Inherited from BatchDiffFunction[M]

Inherited from (M, IndexedSeq[Int]) ⇒ Double

Inherited from DiffFunction[M]

Inherited from StochasticDiffFunction[M]

Inherited from (M) ⇒ Double

Inherited from AnyRef

Inherited from Any

Ungrouped