[shogun] GSoC update: Fundamental ML

[Saurabh Mahindre]

Hello everyone,

Last week I finished updating multicore Liblinear. Am working on updating
KNN now, will be expanding it with more tree based implementation and
approximate version.

Best,
Saurabh