kernels

Type Members

1. abstract case class BSplineKernel[D <: Dim](order: Int, scale: Int) extends PDKernel[D] with Product with Serializable

   

2. class BSplineKernel3D extends BSplineKernel[_3D]

   

3. trait CreateBSplineKernel[D <: Dim] extends AnyRef

   

4. trait DiagonalKernel[D <: Dim] extends MatrixValuedPDKernel[D, D]

   

5. class DiscreteMatrixValuedPDKernel[D <: Dim, DO <: Dim] extends AnyRef

   

   Discrete representation of a MatrixValuedPDKernel.

   Discrete representation of a MatrixValuedPDKernel. Mathematically, it can be represented as a covariance matrix. However, it has more structure, i.e. its entry ij is a matrix. Furthermore, the class has the knowledge about its domain (the point on which it is defined).

6. case class GaussianKernel[D <: Dim](sigma: Double) extends PDKernel[D] with Product with Serializable

   

7. abstract class MatrixValuedPDKernel[D <: Dim, DO <: Dim] extends AnyRef

   

8. case class MultiScaleKernel[D <: Dim](kernel: MatrixValuedPDKernel[D, D], min: Int, max: Int, scale: (Int) ⇒ Double = i => scala.math.pow(2.0, -2.0 * i))(implicit evidence$7: NDSpace[D]) extends MatrixValuedPDKernel[D, D] with Product with Serializable

   

9. abstract class PDKernel[D <: Dim] extends AnyRef

   

10. case class SampleCovarianceKernel[D <: Dim](ts: IndexedSeq[Transformation[D]], cacheSizeHint: Int = 100000)(implicit evidence$1: NDSpace[D]) extends MatrixValuedPDKernel[D, D] with Product with Serializable

    

11. case class UncorrelatedKernel[D <: Dim](kernel: PDKernel[D])(implicit evidence$3: NDSpace[D]) extends MatrixValuedPDKernel[D, D] with Product with Serializable

    

    Annotations

    @deprecated

    Deprecated

    (Since version 0.10.0) use DiagonalKernel instead