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@probcomp

MIT Probabilistic Computing Project

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  1. Gen.jl Gen.jl Public

    A general-purpose probabilistic programming system with programmable inference

    Julia 1.8k 162

  2. gen-quickstart gen-quickstart Public

    Gen learning material as Jupyter notebooks

    Jupyter Notebook 128 49

  3. GenParticleFilters.jl GenParticleFilters.jl Public

    Building blocks for simple and advanced particle filtering in Gen.

    Julia 26 2

  4. PClean PClean Public

    A domain-specific probabilistic programming language for scalable Bayesian data cleaning

    Julia 228 32

  5. GenSMCP3.jl GenSMCP3.jl Public

    Automated SMC with Probabilistic Program Proposals, for the Gen PPL.

    Julia 23 1

Repositories

Showing 10 of 157 repositories
  • genjax Public Forked from femtomc/genjax

    Probabilistic programming with vectorized programmable inference

    probcomp/genjax’s past year of commit activity
    Python 1 Apache-2.0 2 0 0 Updated Nov 30, 2025
  • red_green_playground Public

    A Heroku-deployed web app to generate stimuli for red-green tasks

    probcomp/red_green_playground’s past year of commit activity
    JavaScript 0 0 0 0 Updated Nov 30, 2025
  • bayes3d Public
    probcomp/bayes3d’s past year of commit activity
    Jupyter Notebook 27 Apache-2.0 6 1 8 Updated Nov 24, 2025
  • b3d Public

    Bayes3D

    probcomp/b3d’s past year of commit activity
    Jupyter Notebook 9 Apache-2.0 3 9 12 Updated Nov 24, 2025
  • Gen.jl Public

    A general-purpose probabilistic programming system with programmable inference

    probcomp/Gen.jl’s past year of commit activity
    Julia 1,826 Apache-2.0 162 150 (2 issues need help) 18 Updated Nov 3, 2025
  • genjaxmix Public
    probcomp/genjaxmix’s past year of commit activity
    Python 3 Apache-2.0 2 0 9 Updated Oct 27, 2025
  • GenSP.jl Public

    Probabilistic programming library extending Gen with support for Stochastic Probabilities

    probcomp/GenSP.jl’s past year of commit activity
    Julia 6 Apache-2.0 0 1 0 Updated Oct 16, 2025
  • tabsmc Public
    probcomp/tabsmc’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Sep 26, 2025
  • PClean Public

    A domain-specific probabilistic programming language for scalable Bayesian data cleaning

    probcomp/PClean’s past year of commit activity
    Julia 228 Apache-2.0 32 17 4 Updated Sep 25, 2025
  • haskell-trace-types Public

    Prototype of the system described in "Trace Types and Denotational Semantics for Sound Programmable Inference in Probabilistic Languages"

    probcomp/haskell-trace-types’s past year of commit activity
    Haskell 11 MIT 1 1 0 Updated Aug 8, 2025
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