/ortho-svm

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Orthogonal Polynomial Kernels for Support Vector Machines Build Status Build status codecov

These are the implementations for the orthogonal polynomial kernels to be used in Support Vector Machines (SVMs) as described in the paper Padierna et al, 2018.

The main idea is to employ several orthogonal polynomial descriptions such as Hermite and Gegenbauer families of polynomials and build fully fledged Mercer kernels to use in classification and regression tasks with SVMs.