Lady of the Lake

Strange women lying in ponds, distributing swords, is no basis for a system of government!

It will occur to anyone who plays enough Resistance or Avalon that there's a great deal of probability afoot. If you've ever said "There's a 50/50 chance this team is bad!" you know what I'm talking about.

Lady of the Lake is a tool to track these games, build a Bayesian model of the situation as it stands, and, hopefully, deduce exactly what everyone's role is. In the future, it may also turn into a full-blown AI.

Written in Python (fortunately thematic!) and using the fantastic pyMC toolkit.

There are ways of telling whether she is a witch!

(describe model)