Another interesting platform for working with probabilistic programming is Bher/Church:

http://projects.csail.mit.edu/church/wiki/Church

and Oleg's and Ken Shan's fantastic OCaml library Hansei:

http://okmij.org/ftp/kakuritu/index.html

Pedantic nit: probablistic vs probabilistic....