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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 161

  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 218 32

  5. GenSMCP3.jl GenSMCP3.jl Public

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

    Julia 21 1

Repositories

Showing 10 of 120 repositories
  • b3d Public

    Bayes3D

    probcomp/b3d’s past year of commit activity
    Jupyter Notebook 7 1 7 13 Updated Dec 24, 2024
  • bayes3d Public
    probcomp/bayes3d’s past year of commit activity
    Jupyter Notebook 23 Apache-2.0 6 2 8 Updated Dec 23, 2024
  • gen-website-private Public
    probcomp/gen-website-private’s past year of commit activity
    JavaScript 0 0 0 0 Updated Dec 12, 2024
  • hfppl Public

    Probabilistic programming with HuggingFace language models

    probcomp/hfppl’s past year of commit activity
    Python 91 16 6 1 Updated Nov 18, 2024
  • Gen.jl Public

    A general-purpose probabilistic programming system with programmable inference

    probcomp/Gen.jl’s past year of commit activity
    Julia 1,802 Apache-2.0 161 149 (2 issues need help) 18 Updated Nov 4, 2024
  • hierarchical-irm Public Forked from probsys/hierarchical-irm

    Probabilistic structure discovery for rich relational systems

    probcomp/hierarchical-irm’s past year of commit activity
    C++ 4 Apache-2.0 4 35 0 Updated Oct 4, 2024
  • tasks2D Public

    Sequential decision making tasks in 2D environments.

    probcomp/tasks2D’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Aug 28, 2024
  • PClean Public

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

    probcomp/PClean’s past year of commit activity
    Julia 218 32 17 4 Updated Jul 31, 2024
  • GenGPT3.jl Public

    GPT-3 as a generative function in Gen.

    probcomp/GenGPT3.jl’s past year of commit activity
    Julia 19 Apache-2.0 2 0 0 Updated Jul 14, 2024
  • cgpm Public

    Library of composable generative population models which serve as the modeling and inference backend of BayesDB.

    probcomp/cgpm’s past year of commit activity
    Python 25 Apache-2.0 11 39 5 Updated Jul 11, 2024
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