A general-purpose probabilistic programming system with programmable inference
Julia 1.7k 148
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
Julia 194 29
Probabilistic programming system for fast and exact symbolic probabilistic inference
Python 61 7
Building blocks for simple and advanced particle filtering in Gen.
Providing Arrow compatibility for Gen trace objects.
Automated SMC with Probabilistic Program Proposals, for the Gen PPL.
GPT-3 as a generative function in Gen.
Haskell prototype to accompany the paper "ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs"
Experimental port of ADEV to Julia
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