rcv1 and mnist are both very interesting, but I'm personally most interested in vectorflow for recommendation systems. Could you add an example of this use case? Maybe the matrix factorization example from netflix would be a place to start: https://github.com/JohnLangford/vowpal_wabbit/wiki/Matrix-factorization-example