ReactiveBayes/ExponentialFamilyProjection.jl

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

Stars: 11
Forks: 1
Open beginner issues: 0
Indexed issues: 15

Dominant language: Julia
License: MIT
Last GitHub push: Jul 6, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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15 open issues indexed

[MINOR, test config] Aqua method-ambiguities check is disabled Open

Difficulty 1/5 Under an hour Newbie friendliness 88/100

ReactiveBayes/ExponentialFamilyProjection.jl#107 · Opened Aug 2, 2026
[MINOR, test gap] Bonnet / GaussNewton supplementary-natural-parameter path is untested Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

ReactiveBayes/ExponentialFamilyProjection.jl#106 · Opened Aug 2, 2026
[MINOR, docs] Docstring/typo drift Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

ReactiveBayes/ExponentialFamilyProjection.jl#105 · Opened Aug 2, 2026
[MEDIUM] `ClosedFormStrategy` closure extraction grabs the first captured field with no type validation (silent wrong target) Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

ReactiveBayes/ExponentialFamilyProjection.jl#104 · Opened Aug 2, 2026
[MINOR] Supplementary-conditioner check uses identity (`!==`) instead of equality (`!=`) Open

Difficulty 1/5 Under an hour Newbie friendliness 88/100

ReactiveBayes/ExponentialFamilyProjection.jl#103 · Opened Aug 2, 2026
[MINOR] `MLEStrategy` lacks friendly validation of empty / non-finite sample arrays (cryptic internal errors) Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

ReactiveBayes/ExponentialFamilyProjection.jl#102 · Opened Aug 2, 2026
[MINOR] User-provided `rng` is force-reseeded; per-iteration Monte Carlo noise is independent of `niterations` Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

ReactiveBayes/ExponentialFamilyProjection.jl#101 · Opened Aug 2, 2026
[MINOR] `ControlVariateStrategy ==` ignores `base_logpdf_type` Open

Difficulty 1/5 1-3 hours Newbie friendliness 78/100

ReactiveBayes/ExponentialFamilyProjection.jl#100 · Opened Aug 2, 2026
[MEDIUM] `ClosedFormStrategy` throws `MethodError` for variational families with a non-constant base measure Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

ReactiveBayes/ExponentialFamilyProjection.jl#99 · Opened Aug 2, 2026
Projection on Wishart is broken Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 20/100

ReactiveBayes/ExponentialFamilyProjection.jl#85 · Opened Nov 18, 2025
The IntegrationTests workflow doesn't work in this repository Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 25/100

ReactiveBayes/ExponentialFamilyProjection.jl#84 · Opened Nov 12, 2025
Mis-specifying dimensions in params() leads to hard trace when used within RxInfer Open

enhancement

ReactiveBayes/ExponentialFamilyProjection.jl#76 · 1 comment · 1 assignee · Opened Nov 3, 2025
Provide AD-based defaults for GaussNewton strategy, and default for ContinuousMultivariateLogPdf Open

enhancement good first issue

Difficulty 5/5 Over a week Newbie friendliness 35/100

ReactiveBayes/ExponentialFamilyProjection.jl#71 · 1 comment · 1 reaction · Opened Oct 22, 2025
Augment GaussNewton for Low-Rank Hessians Open

enhancement

ReactiveBayes/ExponentialFamilyProjection.jl#70 · 4 comments · 1 assignee · Opened Oct 21, 2025
Reparametrization with exponential map instead of control variate Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ReactiveBayes/ExponentialFamilyProjection.jl#46 · 4 comments · Opened Jan 30, 2025

ReactiveBayes/ExponentialFamilyProjection.jl

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