ReactiveBayes/ReactiveMP.jl

High-performance reactive message-passing based Bayesian inference engine

Stars: 118
Forks: 19
Open beginner issues: 0
Indexed issues: 13
Avg merge: 7d 47m
Merged PRs (30d): 1

Dominant language: Julia
License: MIT
Last GitHub push: Sep 3, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

Open All

13 open issues indexed

MEDIUM: very loose test tolerances + value-less assertions allow silent numerical regressions Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ReactiveBayes/ReactiveMP.jl#629 · 2 comments · Opened Aug 2, 2026
MEDIUM: EqualityChain shares an unsynchronized mutable cache — race/lost-update hazard under AsyncScheduler Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ReactiveBayes/ReactiveMP.jl#625 · 2 comments · Opened Aug 2, 2026
[Enhancement]: Generalize approximate_kernel_expectation to non-square matrices Open

enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

ReactiveBayes/ReactiveMP.jl#563 · 1 comment · Opened Nov 25, 2025
[Task]: Implement backwards messages in `Gamma` node Open

ReactiveBayes/ReactiveMP.jl#561 · 1 assignee · Opened Nov 21, 2025
[Feature]: `SoftDot` node documentation and test Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

ReactiveBayes/ReactiveMP.jl#560 · Opened Nov 18, 2025
[Task]: Gamma node rules documented in Overleaf Open

ReactiveBayes/ReactiveMP.jl#557 · 1 comment · 1 assignee · Opened Nov 18, 2025
[Task]: Restructure message passing derivations Open

ReactiveBayes/ReactiveMP.jl#556 · 1 assignee · Opened Nov 18, 2025
[Enhancement]: rule derivations online Open

enhancement

ReactiveBayes/ReactiveMP.jl#555 · 3 comments · 1 assignee · Opened Nov 18, 2025
[Epic]: message passing rule documentation Open

documentation

Difficulty 5/5 Over a week Newbie friendliness 25/100

ReactiveBayes/ReactiveMP.jl#554 · 2 comments · Opened Nov 18, 2025
[Feature]: `Gamma` node documentation and tests are low quality Open

ReactiveBayes/ReactiveMP.jl#552 · 1 assignee · Opened Nov 12, 2025
Support DI in Linearization Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ReactiveBayes/ReactiveMP.jl#548 · 3 comments · Opened Nov 4, 2025
Improve documentation and error handling mixture node Open

bug

ReactiveBayes/ReactiveMP.jl#444 · 9 comments · 1 assignee · Opened Feb 2, 2025
Fit at the beginning of an array takes 20x more iterations than the rest Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ReactiveBayes/ReactiveMP.jl#146 · Opened Jun 18, 2022

A short digest of beginner-friendly GitHub issues.