TuringLang/AbstractMCMC.jl

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Abstract types and interfaces for Markov chain Monte Carlo methods

Stars: 108
Forks: 20
Open beginner issues: 0
Indexed issues: 24

Dominant language: Julia
License: MIT
Last GitHub push: Jul 22, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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24 open issues indexed

Feature request: officially supported way to run one chain of an ensemble in isolation, reproducing the combined run bit-for-bit Open

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

TuringLang/AbstractMCMC.jl#216 · 2 comments · 1 reaction · Opened Aug 8, 2026
Design discussion: model-agnostic Gibbs combinator Open

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

TuringLang/AbstractMCMC.jl#205 · Opened May 21, 2026
More customisable warmup schedules? Open

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

TuringLang/AbstractMCMC.jl#203 · Opened Apr 6, 2026
`sample` API is confusing Open

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

TuringLang/AbstractMCMC.jl#197 · Opened Jan 28, 2026
Make `getstats` interface more specific Open

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

TuringLang/AbstractMCMC.jl#183 · 1 comment · Opened Oct 27, 2025
AbstractChains interface Open

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

TuringLang/AbstractMCMC.jl#177 · 1 comment · Opened Oct 7, 2025
v6 roadmap Open

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

TuringLang/AbstractMCMC.jl#156 · 1 comment · Opened Jan 26, 2025
Improve callbacks Open

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

TuringLang/AbstractMCMC.jl#152 · 2 comments · Opened Dec 5, 2024
(Possibly) get rid of transitions altogether 😱 Open

TuringLang/AbstractMCMC.jl#149 · 1 comment · 3 reactions · 1 assignee · Opened Oct 21, 2024
Why `step` initializes the chain? Open

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

TuringLang/AbstractMCMC.jl#135 · 7 comments · Opened Nov 27, 2023
Use of thread-local variables in AbstractMCMC Open

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

TuringLang/AbstractMCMC.jl#128 · Opened Sep 20, 2023
Default `bundle_samples` is quite annoying Open

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

TuringLang/AbstractMCMC.jl#118 · 1 comment · Opened Mar 10, 2023
Make `AbstractMCMC.step` function handle `rng` as part of state Open

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

TuringLang/AbstractMCMC.jl#116 · 5 comments · Opened Jan 16, 2023
Consider transfering the `ESSModel` to `AbstractMCMC` Open

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

TuringLang/AbstractMCMC.jl#112 · 2 comments · Opened Dec 29, 2022
Error when using MCMCEnsemble on models containing Module types Open

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

TuringLang/AbstractMCMC.jl#89 · 4 comments · Opened Dec 9, 2021
Provide a way to Return Rejected Samples Open

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

TuringLang/AbstractMCMC.jl#88 · Opened Nov 28, 2021
Improving interaction between different implementations of the interface Open

enhancement

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

TuringLang/AbstractMCMC.jl#85 · 7 comments · Opened Oct 17, 2021
`sample` equivalent but including states Open

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

TuringLang/AbstractMCMC.jl#84 · 4 comments · Opened Oct 4, 2021
Adding facility for separation of the log likelihood and log prior via a Joint struct Open

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

TuringLang/AbstractMCMC.jl#75 · 7 comments · Opened Jun 8, 2021
Provide standard API to get **one sample** in a "structured" way Open

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

TuringLang/AbstractMCMC.jl#65 · 5 comments · Opened Apr 8, 2021
Standardize logp, logweights, and "info" per-sample metadata Open

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

TuringLang/AbstractMCMC.jl#58 · 3 comments · Opened Feb 26, 2021
Extending chain representations Open

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

TuringLang/AbstractMCMC.jl#57 · 8 comments · Opened Feb 25, 2021
Convergence Logging Open

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

TuringLang/AbstractMCMC.jl#24 · 8 comments · Opened Mar 25, 2020
stream sampler results to disk (or other output) - minor feature suggestion Open

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

TuringLang/AbstractMCMC.jl#107 · 1 comment · Opened Dec 31, 2019

TuringLang/AbstractMCMC.jl

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