ReactiveBayes

Open source software for reactive, efficient and scalable Bayesian inference

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RxInfer.jl RxInfer.jl Public

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

Jupyter Notebook 247 24
Rocket.jl Rocket.jl Public

Functional reactive programming extensions library for Julia

Julia 176 19
ReactiveMP.jl ReactiveMP.jl Public

High-performance reactive message-passing based Bayesian inference engine

Julia 95 15
GraphPPL.jl GraphPPL.jl Public

DSL for probabilistic models specification and probabilistic programming.

Julia 28 4
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 9 2
ExponentialFamilyProjection.jl ExponentialFamilyProjection.jl Public

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

Julia 5

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 247 MIT 24 21 (3 issues need help) 1 Updated Jul 19, 2024
ReactiveMP.jl Public
High-performance reactive message-passing based Bayesian inference engine

ReactiveBayes/ReactiveMP.jl’s past year of commit activity

Julia 95 MIT 15 20 (1 issue needs help) 2 Updated Jul 19, 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 5 MIT 0 1 1 Updated Jul 19, 2024
GraphPPL.jl Public
DSL for probabilistic models specification and probabilistic programming.

ReactiveBayes/GraphPPL.jl’s past year of commit activity

Julia 28 MIT 4 6 0 Updated Jul 17, 2024
Rocket.jl Public
Functional reactive programming extensions library for Julia

ReactiveBayes/Rocket.jl’s past year of commit activity

Julia 176 MIT 19 1 0 Updated Jul 16, 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
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 0 MIT 1 1 0 Updated Jul 15, 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 Jul 10, 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 9 MIT 2 10 (1 issue needs help) 3 Updated Jul 5, 2024
FastCholesky.jl Public
A small package that provides fast Cholesky factorization

ReactiveBayes/FastCholesky.jl’s past year of commit activity

Julia 0 MIT 0 1 0 Updated Jun 12, 2024