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A library of kernel functions for things like Kernel regression, SVM, etc.

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KernelLibrary.jl

A Julia library of kernel functions for things like Kernel regression, SVM, etc.

Most kernel definitions taken from crsouza.blogspot.com/2010/03/kernel-functions-for-machine-learning.html

Includes:

  • Linear Kernel
  • Polynomial Kernel
  • Laplacian Kernel
  • Gaussian Kernel
  • ANOVA Kernel
  • Radial Basis Function (RBF) Kernel
  • Fractional RBF Kernel
  • Rational Quadratic Kernel
  • Multiquadric Kernel
  • Inverse Multiquadric Kernel
  • Circular Kernel
  • Spherical Kernel
  • Wave Kernel
  • Power Kernel
  • Log Kernel
  • Spline Kernel
  • Cauchy Kernel
  • Chi-Square Kernel
  • Histogram Intersection Kernel
  • Generalized Histogram Intersection Kernel
  • Generalized T-Student Kernel
  • Fourier Kernel
  • Hyperbolic Tangent (Sigmoid) Kernel
  • Wavelet Kernel
  • Translation Invariant Wavelet Kernel

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A library of kernel functions for things like Kernel regression, SVM, etc.

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