Probabilistic Models of Cognition

Maybe just a repl would be enough.

I guess the bottom line is that it made sense to do probmod in a more “normal” programming language. Figuring out the lisp like code and the probabilistic problems at the same time is quite a mouthful.

A nice follow up is [1], which delves more into more technical inference aspects.

There are also follow up texts by the same authors [2,3].

Another approach to further learning is to implement your own library. My favorite implementation is [4], which is both advanced and easy to understand.

[1] https://arxiv.org/abs/1809.10756

[2] http://dippl.org/

[3] https://agentmodels.org/

[4] https://gen.dev/