Package Catalano.Statistics.Kernels

The Catalano.Statistics.Kernels namespace contains kernel functions for machine learning and statistical applications.

See: Description

Interface Summary

Interface	Description
IMercerKernel<T>	Kernel function interface.

Class Summary

Class	Description
Additive
Anova	ANOVA (ANalysis Of VAriance) Kernel.
Bessel	Bessel Kernel.
BSpline	B-Spline Kernel.
Cauchy	Cauchy Kernel.
ChiSquare	Chi-Square Kernel.
Circular	Circular Kernel.
Dirichlet
Gaussian
Hellinger	Hellinger kernel is an euclidean norm of linear kernel.
HistogramIntersection	Generalized Histogram Intersection Kernel.
Hypersecant	Hyperbolic Secant Kernel.
InverseMultiquadric	Inverse Multiquadric Kernel.
Linear
Log	Logarithm Kernel.
Multiquadric	Multiquadric Kernel.
NormalizedPolynomial	Normalized Polynomial Kernel.
Pearson	Pearson VII universal kernel (PUK).
Polynomial	Polynomial Kernel.
Power	Power Kernel.
RationalQuadratic
Sigmoid
Spherical	Spherical Kernel.
Spline	Spline Kernel.
SquaredSinc	Squared Sinc Kernel.
SymmetricTriangle	Symmetric Triangle Kernel.
Tensor
ThinPlateSpline	Thin Plate Spline Kernel.
TStudent	Generalized T-Student Kernel.
Wave

Package Catalano.Statistics.Kernels Description

The Catalano.Statistics.Kernels namespace contains kernel functions for machine learning and statistical applications.