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@ReactiveBayes

ReactiveBayes

Open source software for reactive, efficient and scalable Bayesian inference

Popular repositories

  1. RxInfer.jl RxInfer.jl Public

    Julia package for automated Bayesian inference on a factor graph with reactive message passing

    Jupyter Notebook 258 24

  2. Rocket.jl Rocket.jl Public

    Functional reactive programming extensions library for Julia

    Julia 183 19

  3. ReactiveMP.jl ReactiveMP.jl Public

    High-performance reactive message-passing based Bayesian inference engine

    Julia 99 15

  4. GraphPPL.jl GraphPPL.jl Public

    DSL for probabilistic models specification and probabilistic programming.

    Julia 31 5

  5. ExponentialFamily.jl ExponentialFamily.jl Public

    ExponentialFamily.jl is a Julia package that extends the functionality of Distributions.jl by providing a collection of exponential family distributions and customized implementations.

    Julia 12 2

  6. ExponentialFamilyProjection.jl ExponentialFamilyProjection.jl Public

    A library to project an arbitrary function to an exponential family member distribution with the manifold optimization

    Julia 8

Repositories

Showing 10 of 13 repositories
  • RxInfer.jl Public

    Julia package for automated Bayesian inference on a factor graph with reactive message passing

    ReactiveBayes/RxInfer.jl’s past year of commit activity
    Jupyter Notebook 258 MIT 24 22 (2 issues need help) 2 Updated Aug 27, 2024
  • ExponentialFamilyProjection.jl Public

    A library to project an arbitrary function to an exponential family member distribution with the manifold optimization

    ReactiveBayes/ExponentialFamilyProjection.jl’s past year of commit activity
    Julia 8 MIT 0 1 4 Updated Aug 27, 2024
  • ReactiveMP.jl Public

    High-performance reactive message-passing based Bayesian inference engine

    ReactiveBayes/ReactiveMP.jl’s past year of commit activity
    Julia 99 MIT 15 20 (1 issue needs help) 2 Updated Aug 27, 2024
  • RxInferExamples.jl Public

    This repository contains several examples of RxInfer.jl

    ReactiveBayes/RxInferExamples.jl’s past year of commit activity
    Jupyter Notebook 2 2 0 0 Updated Aug 26, 2024
  • ExponentialFamilyManifolds.jl Public

    Manifolds for the natural parameters of members of the exponential family of distributions

    ReactiveBayes/ExponentialFamilyManifolds.jl’s past year of commit activity
    Julia 4 MIT 0 1 2 Updated Aug 25, 2024
  • ExponentialFamily.jl Public

    ExponentialFamily.jl is a Julia package that extends the functionality of Distributions.jl by providing a collection of exponential family distributions and customized implementations.

    ReactiveBayes/ExponentialFamily.jl’s past year of commit activity
    Julia 12 MIT 2 11 (1 issue needs help) 5 Updated Aug 21, 2024
  • GraphPPL.jl Public

    DSL for probabilistic models specification and probabilistic programming.

    ReactiveBayes/GraphPPL.jl’s past year of commit activity
    Julia 31 MIT 5 6 0 Updated Aug 21, 2024
  • Rocket.jl Public

    Functional reactive programming extensions library for Julia

    ReactiveBayes/Rocket.jl’s past year of commit activity
    Julia 183 MIT 19 1 0 Updated Aug 16, 2024
  • BayesBase.jl Public

    BayesBase is a package that serves as an umbrella, defining, exporting, and re-exporting methods essential for Bayesian statistics

    ReactiveBayes/BayesBase.jl’s past year of commit activity
    Julia 1 MIT 1 2 2 Updated Aug 13, 2024
  • rxinfer-website Public

    Repository with content of RxInfer website for Hugo static site generator.

    ReactiveBayes/rxinfer-website’s past year of commit activity
    JavaScript 1 0 1 0 Updated Jul 15, 2024
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