Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
Why do you think that https://github.com/shogun-toolbox/shogun is a good alternative to vowpal_wabbit