Link parkin’: Shogun is an open source machine learning C++ toolkit with wrappers for Octave, Matlab, R, and Python. Shogun focuses on SVM (Support Vector Machine) kernels. At least the web site has nice spit and polish, hopefully reflecting well on the library.
Now if I only understood the theory behind SVMS, at all.