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@ReactiveBayes

ReactiveBayes

Open source software for reactive, efficient and scalable Bayesian inference

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  1. RxInfer.jl RxInfer.jl Public

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

    Jupyter Notebook 276 23

  2. Rocket.jl Rocket.jl Public

    Functional reactive programming extensions library for Julia

    Julia 188 18

  3. ReactiveMP.jl ReactiveMP.jl Public

    High-performance reactive message-passing based Bayesian inference engine

    Julia 107 14

  4. GraphPPL.jl GraphPPL.jl Public

    DSL for probabilistic models specification and probabilistic programming.

    Julia 35 5

  5. RxEnvironments.jl RxEnvironments.jl Public

    Reactive environments for self-learning agents

    Julia 20

  6. 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

Repositories

Showing 10 of 14 repositories
  • ReactiveMP.jl Public

    High-performance reactive message-passing based Bayesian inference engine

    ReactiveBayes/ReactiveMP.jl’s past year of commit activity
    Julia 107 MIT 14 22 (1 issue needs help) 7 Updated Nov 8, 2024
  • GraphPPL.jl Public

    DSL for probabilistic models specification and probabilistic programming.

    ReactiveBayes/GraphPPL.jl’s past year of commit activity
    Julia 35 MIT 5 3 1 Updated Nov 7, 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 9 MIT 0 1 5 Updated Nov 6, 2024
  • 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 276 MIT 23 21 (2 issues need help) 3 Updated Nov 6, 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 12 (1 issue needs help) 5 Updated Nov 5, 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 5 MIT 0 1 2 Updated Oct 28, 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 1 1 Updated Oct 22, 2024
  • Rocket.jl Public

    Functional reactive programming extensions library for Julia

    ReactiveBayes/Rocket.jl’s past year of commit activity
    Julia 188 MIT 18 1 0 Updated Oct 16, 2024
  • RxEnvironments.jl Public

    Reactive environments for self-learning agents

    ReactiveBayes/RxEnvironments.jl’s past year of commit activity
    Julia 20 MIT 0 2 0 Updated Oct 11, 2024
  • RxInferExamples.jl Public

    This repository contains several examples of RxInfer.jl

    ReactiveBayes/RxInferExamples.jl’s past year of commit activity
    Jupyter Notebook 2 3 0 0 Updated Aug 26, 2024
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