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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 160

  2. gen-quickstart gen-quickstart Public

    Gen learning material as Jupyter notebooks

    Jupyter Notebook 125 49

  3. GenParticleFilters.jl GenParticleFilters.jl Public

    Building blocks for simple and advanced particle filtering in Gen.

    Julia 20 2

  4. PClean PClean Public

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

    Julia 216 31

  5. GenSMCP3.jl GenSMCP3.jl Public

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

    Julia 18 2

Repositories

Showing 10 of 120 repositories
  • b3d Public

    Bayes3D

    probcomp/b3d’s past year of commit activity
    Jupyter Notebook 1 0 2 5 Updated Jun 28, 2024
  • InversePlanning.jl Public

    Agent modeling and inverse planning, using PDDL and Gen.

    probcomp/InversePlanning.jl’s past year of commit activity
    Julia 6 Apache-2.0 0 0 0 Updated Jun 28, 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++ 1 Apache-2.0 3 10 0 Updated Jun 26, 2024
  • bayes3d Public
    probcomp/bayes3d’s past year of commit activity
    Jupyter Notebook 22 Apache-2.0 5 2 7 Updated Jun 24, 2024
  • programmable-vi-pldi-2024 Public

    Probabilistic programming with programmable variational inference.

    probcomp/programmable-vi-pldi-2024’s past year of commit activity
    Jupyter Notebook 4 Apache-2.0 0 0 0 Updated Jun 22, 2024
  • Gen.jl Public

    A general-purpose probabilistic programming system with programmable inference

    probcomp/Gen.jl’s past year of commit activity
    Julia 1,788 Apache-2.0 160 150 (2 issues need help) 18 Updated Jun 21, 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 4 Updated Jun 17, 2024
  • probcomp/gen-website-private’s past year of commit activity
    JavaScript 0 0 0 1 Updated Jun 4, 2024
  • caliban Public Forked from google/caliban

    Research workflows made easy, locally and in the Cloud.

    probcomp/caliban’s past year of commit activity
    Python 0 Apache-2.0 71 0 2 Updated Jun 3, 2024
  • Gen.clj Public

    A general-purpose probabilistic programming system with programmable inference.

    probcomp/Gen.clj’s past year of commit activity
    Clojure 14 Apache-2.0 2 5 5 Updated Jun 1, 2024

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