Status: In-progress (ROUGH - PROCEED AT YOUR OWN RISK).

A computerized rock paper scissors opponent that learns from your playing habits by building an online Bayesian inference model, and chooses the optimal next move to beat you (the human player).

The inspiration came from seeing New York Times' version of the game - http://www.nytimes.com/interactive/science/rock-paper-scissors.html?_r=0. I wanted to see if I can come up with a better learning algorithm than the New York Times.