FeatureMapCovariance

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[T]

   

   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[T]](otherKernel: T)(implicit ev: ClassTag[T]): CompositeCovariance[T]

   

   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[T]](otherKernel: T)(implicit ev: ClassTag[T]): CompositeCovariance[T]

   

   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[T, T1]

   

   Construct the kronecker product kernel

   Construct the kronecker product kernel

   Definition Classes

   LocalScalarKernel

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

   

   Definition Classes

   LocalScalarKernel

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

   

   Definition Classes

   AnyRef → Any

9. def >[V](other: FeatureMapCovariance[U, V])(implicit e1: InnerProductSpace[V, Double]): FeatureMapCovariance[T, V]

   

   Construct a multi-layer feature map kernel

10. def >(other: LocalScalarKernel[U]): CompositeCovariance[T]

    

    Construct a multi-layer kernel

11. def >[K <: GenericRBFKernel[T]](otherKernel: K): CompositeCovariance[T]

    

    Construct a 2 layer kernel K = k1 > rbf

    Construct a 2 layer kernel K = k1 > rbf

    Definition Classes

    LocalScalarKernel

12. final def asInstanceOf[T0]: T0

    

    Definition Classes

    Any

13. def asPipe: DataPipe[Map[String, Double], LocalScalarKernel[T]]

    

    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

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

    

    Definition Classes

    CovarianceFunction

15. def block_all_hyper_parameters: Unit

    

    Definition Classes

    CovarianceFunction

16. var blocked_hyper_parameters: List[String]

    

    Definition Classes

    CovarianceFunction

17. def buildBlockedCrossKernelMatrix[S <: Seq[T]](dataset1: S, dataset2: S): PartitionedMatrix

    

    Definition Classes

    LocalScalarKernel

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

    

    Definition Classes

    LocalScalarKernel

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

    

    Definition Classes

    LocalScalarKernel → CovarianceFunction

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

    

    Definition Classes

    LocalScalarKernel → CovarianceFunction

21. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

22. var colBlocking: Int

    

    Definition Classes

    LocalScalarKernel

23. def effective_hyper_parameters: List[String]

    

    Definition Classes

    CovarianceFunction

24. def effective_state: Map[String, Double]

    

    Definition Classes

    CovarianceFunction

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

    

    Definition Classes

    AnyRef

26. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

27. def evaluate(x: T, y: T): Double

    

    Definition Classes

    CovarianceFunction → Kernel

28. def evaluateAt(config: Map[String, Double])(x: T, y: T): Double

    

    Definition Classes

    FeatureMapCovariance → LocalSVMKernel → CovarianceFunction

29. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Definition Classes

    AnyRef → Any

31. def gradient(x: T, y: T): Map[String, Double]

    

    Definition Classes

    CovarianceFunction

32. def gradientAt(config: Map[String, Double])(x: T, y: T): Map[String, Double]

    

    Definition Classes

    LocalSVMKernel → CovarianceFunction

33. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

34. val hyper_parameters: List[String]

    

    Definition Classes

    FeatureMapCovariance → CovarianceFunction

35. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    AnyRef

37. final def notify(): Unit

    

    Definition Classes

    AnyRef

38. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

39. val phi: DataPipe[T, U]

    

40. var rowBlocking: Int

    

    Definition Classes

    LocalScalarKernel

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

    

    Definition Classes

    LocalScalarKernel

42. def setHyperParameters(h: Map[String, Double]): FeatureMapCovariance.this.type

    

    Definition Classes

    CovarianceFunction

43. var state: Map[String, Double]

    

    Definition Classes

    CovarianceFunction

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

    

    Definition Classes

    AnyRef

45. def toString(): String

    

    Definition Classes

    AnyRef → Any

46. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )