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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 127 50

  3. GenParticleFilters.jl GenParticleFilters.jl Public

    Building blocks for simple and advanced particle filtering in Gen.

    Julia 23 2

  4. PClean PClean Public

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

    Julia 223 33

  5. GenSMCP3.jl GenSMCP3.jl Public

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

    Julia 22 1

Repositories

Showing 10 of 151 repositories
  • LLaMPPL Public

    A domain-specific probabilistic programming language for modeling and inference with language models

    probcomp/LLaMPPL’s past year of commit activity
    Python 128 MIT 10 4 0 Updated Apr 29, 2025
  • b3d Public

    Bayes3D

    probcomp/b3d’s past year of commit activity
    Jupyter Notebook 9 2 7 13 Updated Apr 28, 2025
  • bayes3d Public
    probcomp/bayes3d’s past year of commit activity
    Jupyter Notebook 26 Apache-2.0 6 2 8 Updated Apr 28, 2025
  • moet Public
    probcomp/moet’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 28, 2025
  • InversePlanning.jl Public

    Agent modeling and inverse planning, using PDDL and Gen.

    probcomp/InversePlanning.jl’s past year of commit activity
    Julia 7 Apache-2.0 0 0 0 Updated Apr 26, 2025
  • genjaxmix Public
    probcomp/genjaxmix’s past year of commit activity
    Python 1 Apache-2.0 2 0 6 Updated Apr 25, 2025
  • genparse Public
    probcomp/genparse’s past year of commit activity
    Jupyter Notebook 1 Apache-2.0 0 0 1 Updated Apr 21, 2025
  • localization-tutorial Public
    probcomp/localization-tutorial’s past year of commit activity
    Julia 0 MIT 1 0 5 Updated Apr 21, 2025
  • jaxmix Public
    probcomp/jaxmix’s past year of commit activity
    Python 0 Apache-2.0 2 1 1 Updated Apr 21, 2025
  • 9.s916-course-materials Public

    Course materials for MIT's Spring 2025 9.s916 offering.

    probcomp/9.s916-course-materials’s past year of commit activity
    Jupyter Notebook 6 MIT 2 5 1 Updated Apr 21, 2025
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