MultiplicativeCovariance

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. def *(c: Double): LocalScalarKernel[Index]

   

   Returns the kernel multiplied by a positive constant: k_new = k*c

   Returns the kernel multiplied by a positive constant: k_new = k*c

   Definition Classes

   LocalScalarKernel

4. def *[T <: LocalScalarKernel[Index]](otherKernel: T)(implicit ev: ClassTag[Index]): CompositeCovariance[Index]

   

   Create composite kernel k = k₁ * k₂

   Create composite kernel k = k₁ * k₂

   otherKernel

   The kernel to multiply to the current one.

   returns

   The kernel k defined above.

   Definition Classes

   LocalScalarKernel

5. def +[T <: LocalScalarKernel[Index]](otherKernel: T)(implicit ev: ClassTag[Index]): CompositeCovariance[Index]

   

   Create composite kernel k = k₁ + k₂

   Create composite kernel k = k₁ + k₂

   param otherKernel The kernel to add to the current one. return The kernel k defined above.

   Definition Classes

   LocalScalarKernel

6. def :*[T1](otherKernel: LocalScalarKernel[T1]): KroneckerProductKernel[Index, T1]

   

   Construct the kronecker product kernel

   Construct the kronecker product kernel

   Definition Classes

   LocalScalarKernel

7. def :+[T1](otherKernel: LocalScalarKernel[T1]): CompositeCovariance[(Index, T1)]

   

   Definition Classes

   LocalScalarKernel

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

   

   Definition Classes

   AnyRef → Any

9. def >[K <: GenericRBFKernel[Index]](otherKernel: K): CompositeCovariance[Index]

   

   Construct a 2 layer kernel K = k1 > rbf

   Construct a 2 layer kernel K = k1 > rbf

   Definition Classes

   LocalScalarKernel

10. final def asInstanceOf[T0]: T0

    

    Definition Classes

    Any

11. def asPipe: DataPipe[Map[String, Double], LocalScalarKernel[Index]]

    

    Get a pipeline which when given a particular configuration of hyper-parameters returns this kernel function set with that configuration.

    Get a pipeline which when given a particular configuration of hyper-parameters returns this kernel function set with that configuration.

    Definition Classes

    LocalScalarKernel

12. def block(h: String*): Unit

    

    Definition Classes

    MultiplicativeCovariance → CovarianceFunction

13. def block_all_hyper_parameters: Unit

    

    Definition Classes

    CovarianceFunction

14. var blocked_hyper_parameters: List[String]

    

    Definition Classes

    CovarianceFunction

15. def buildBlockedCrossKernelMatrix[S <: Seq[Index]](dataset1: S, dataset2: S): PartitionedMatrix

    

    Definition Classes

    LocalScalarKernel

16. def buildBlockedKernelMatrix[S <: Seq[Index]](mappedData: S, length: Long): PartitionedPSDMatrix

    

    Definition Classes

    LocalScalarKernel

17. def buildCrossKernelMatrix[S <: Seq[Index]](dataset1: S, dataset2: S): DenseMatrix[Double]

    

    Definition Classes

    MultiplicativeCovariance → LocalScalarKernel → CovarianceFunction

18. def buildKernelMatrix[S <: Seq[Index]](mappedData: S, length: Int): KernelMatrix[DenseMatrix[Double]]

    

    Definition Classes

    MultiplicativeCovariance → LocalScalarKernel → CovarianceFunction

19. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

20. var colBlocking: Int

    

    Definition Classes

    LocalScalarKernel

21. def effective_hyper_parameters: List[String]

    

    Definition Classes

    CovarianceFunction

22. def effective_state: Map[String, Double]

    

    Definition Classes

    CovarianceFunction

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

    

    Definition Classes

    AnyRef

24. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

25. def evaluate(x: Index, y: Index): Double

    

    Definition Classes

    CovarianceFunction → Kernel

26. def evaluateAt(config: Map[String, Double])(x: Index, y: Index): Double

    

    Definition Classes

    MultiplicativeCovariance → LocalSVMKernel → CovarianceFunction

27. val fID: String

    

28. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

29. val firstKernel: LocalScalarKernel[Index]

    

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

    

    Definition Classes

    AnyRef → Any

31. def getKernelConfigs(config: Map[String, Double]): (Map[String, Double], Map[String, Double])

    

    Attributes

    protected

32. def getKernelHyp(s: Seq[String]): (Seq[String], Seq[String])

    

    Attributes

    protected

33. def gradient(x: Index, y: Index): Map[String, Double]

    

    Definition Classes

    CovarianceFunction

34. def gradientAt(config: Map[String, Double])(x: Index, y: Index): Map[String, Double]

    

    Definition Classes

    MultiplicativeCovariance → LocalSVMKernel → CovarianceFunction

35. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

36. val hyper_parameters: List[String]

    

    Definition Classes

    MultiplicativeCovariance → CovarianceFunction

37. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    AnyRef

39. final def notify(): Unit

    

    Definition Classes

    AnyRef

40. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

41. val otherKernel: LocalScalarKernel[Index]

    

42. var rowBlocking: Int

    

    Definition Classes

    LocalScalarKernel

43. val sID: String

    

44. def setBlockSizes(s: (Int, Int)): Unit

    

    Definition Classes

    LocalScalarKernel

45. def setHyperParameters(h: Map[String, Double]): MultiplicativeCovariance.this.type

    

    Definition Classes

    MultiplicativeCovariance → CovarianceFunction

46. var state: Map[String, Double]

    

    Definition Classes

    CovarianceFunction

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

    

    Definition Classes

    AnyRef

48. def toString(): String

    

    Definition Classes

    AnyRef → Any

49. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )