So, the Github contest is over. To spoil the suspense, I didn’t win (I got crushed, actually) but with some Netflix Prize alumni and pro data mining consultants in the mix, my odds were pretty long to begin with. Given these realities, I viewed my entry in the contest mostly as a way to improve my ruby machine learning library, The Decider, so I actively avoided some Github-specific hacks that mig