TuringLang/Turing.jl

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Bayesian inference with probabilistic programming.

Stars: 2.3k
Forks: 245
Open beginner issues: 0
Indexed issues: 13
Avg merge: 13h 5m
Merged PRs (30d): 20

Dominant language: Julia
License: MIT
Last GitHub push: Sep 13, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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13 open issues indexed

Formalise the variational inference (VI) interface to support a broader range of VI methods Open

enhancement

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

TuringLang/Turing.jl#2893 · Opened Sep 7, 2026
Improve Gibbs performance after #2863 Open

enhancement

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

TuringLang/Turing.jl#2892 · Opened Sep 4, 2026
Run MCMC correctness tests before each release Open

enhancement

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

TuringLang/Turing.jl#2884 · Opened Sep 3, 2026
Forbid adaptive Gibbs components until warmup is supported Open

enhancement: gibbs

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

TuringLang/Turing.jl#2874 · Opened Sep 2, 2026
Enforce `allow_varying_dimension` for all samplers Open

enhancement: interface

Difficulty 5/5 Over a week Newbie friendliness 38/100

TuringLang/Turing.jl#2869 · 1 comment · Opened Sep 1, 2026
VarName types Open

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

TuringLang/Turing.jl#2856 · Opened Aug 20, 2026
Reduce Turing.jl’s dependency footprint Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

TuringLang/Turing.jl#2847 · 1 comment · Opened Jul 9, 2026
Undocumented sampler arguments Open

TuringLang/Turing.jl#2684 · 1 assignee · Opened Oct 13, 2025
Interface for MAP/MLE/VI Open

enhancement enhancement: interface

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

TuringLang/Turing.jl#2509 · 12 comments · 2 reactions · Opened Mar 16, 2025
Turing.jl newsletter Open

enhancement: doc

Difficulty 1/5 Under an hour Newbie friendliness 25/100

TuringLang/Turing.jl#2498 · 19 comments · Opened Feb 28, 2025
Update our documentation for v1.0 Open

enhancement: doc roadmap

TuringLang/Turing.jl#2429 · 1 comment · 3 assignees · Opened Dec 5, 2024
Turing 1.0 Meta Meta Issue Open

roadmap

TuringLang/Turing.jl#2420 · 1 comment · 1 assignee · Opened Dec 5, 2024
Remove (duplicate) samplers being defined explicitly in Turing.jl Open

roadmap

TuringLang/Turing.jl#2413 · 8 comments · 1 reaction · 1 assignee · Opened Dec 3, 2024

TuringLang/Turing.jl

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