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Re:What is probabilistic programming? by wannesm on Wednesday April 17, 2013 @03:22AM (#5563186)
If you're interested in actual implementations, the website of the Probabilistic Programming Workshop offers an overview of actively developed languages:

http://probabilistic-programming.org/