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@probcomp

MIT Probabilistic Computing Project

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  1. Gen.jl Public

    A general-purpose probabilistic programming system with programmable inference

    Julia 1.8k 162

  2. gen-quickstart Public

    Gen learning material as Jupyter notebooks

    Jupyter Notebook 127 50

  3. GenParticleFilters.jl Public

    Building blocks for simple and advanced particle filtering in Gen.

    Julia 23 2

  4. PClean Public

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

    Julia 221 33

  5. GenSMCP3.jl Public

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

    Julia 22 1

Repositories

Showing 10 of 117 repositories
  • InversePlanning.jl Public

    Agent modeling and inverse planning, using PDDL and Gen.

    Julia 7 Apache-2.0 0 0 0 Updated Mar 18, 2025
  • hfppl Public

    Probabilistic programming with HuggingFace language models

    Python 102 16 7 3 Updated Mar 18, 2025
  • b3d Public

    Bayes3D

    Jupyter Notebook 9 2 7 12 Updated Mar 17, 2025
  • bayes3d Public
    Jupyter Notebook 25 Apache-2.0 6 2 8 Updated Mar 17, 2025
  • genparse Public
    0 Apache-2.0 0 0 0 Updated Feb 27, 2025
  • gen-website-private Public
    JavaScript 0 0 0 0 Updated Jan 27, 2025
  • Gen.jl Public

    A general-purpose probabilistic programming system with programmable inference

    Julia 1,810 Apache-2.0 162 150 (2 issues need help) 18 Updated Nov 4, 2024
  • hierarchical-irm Public Forked from probsys/hierarchical-irm

    Probabilistic structure discovery for rich relational systems

    C++ 5 Apache-2.0 4 35 0 Updated Oct 4, 2024
  • tasks2D Public

    Sequential decision making tasks in 2D environments.

    Jupyter Notebook 1 0 0 0 Updated Aug 28, 2024
  • PClean Public

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

    Julia 221 33 17 4 Updated Jul 31, 2024
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