Repository Issues

pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

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Stars
 (8,211 stars)
Forks
 (981 forks)
Indexed issues
 (45 indexed issues)
open beginner issues
 (45 open beginner issues)
Latest indexed
Aug 14, 2026
Last GitHub push
Dec 1, 2023
License
Apache License 2.0
Contributing guide
Contributing guide
Code of conduct
Code of conduct
Dominant language
Python
PR merge metrics
 (Avg merge 10d 19h) (1 merged PR in 30d)
Beginner labels
help wantedgood first issue

Issues

45 indexed issues

Open
Normalization of Weights within SMCFilter class
enhancementhelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #3382 · Jul 12, 2024 · Python · 8,211 stars

2 comments0 reactions0 assignees
Open
[FR] Support Automatic Mixed Precision training
enhancementhelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #3316 · Jan 31, 2024 · Python · 8,211 stars

7 comments0 reactions0 assignees
Open
Request for more masking tutorials
documentationhelp wantedusability
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #3187 · Mar 10, 2023 · Python · 8,211 stars

13 comments4 reactions0 assignees
Open
[FR] allow orthogonal parameters in pyro.param
discussionenhancementgood first issuelow priority
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #3142 · Oct 2, 2022 · Python · 8,211 stars

1 comment1 reaction0 assignees
Open
[FR] get mcmc.summary() as DataFrame
enhancementhelp wantedusability
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #3013 · Jan 26, 2022 · Python · 8,211 stars

6 comments1 reaction0 assignees
Open
Port NumPyro introductory examples to Pyro
Examplesgood first issuehelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #2995 · Dec 14, 2021 · Python · 8,211 stars

12 comments0 reactions0 assignees
Open
PyTorch 1.10 throws new jit errors
bughelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #2965 · Nov 9, 2021 · Python · 8,211 stars

1 comment2 reactions0 assignees
Open
Implement Nonparametric Hamiltonian Monte Carlo
discussionenhancementhelp wanted
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #2903 · Jul 15, 2021 · Python · 8,211 stars

0 comments0 reactions0 assignees
Open
Implement vectorized adaptive HMC
enhancementgood first issuehelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #2902 · Jul 15, 2021 · Python · 8,211 stars

6 comments5 reactions0 assignees
Open
[FR] Online (streaming) VI support
enhancementhelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #2882 · Jun 21, 2021 · Python · 8,211 stars

3 comments0 reactions0 assignees
Open
FR Streaming MCMC interface for big models
enhancementhelp wanted
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available

pyro-ppl / pyro · #2843 · May 14, 2021 · Python · 8,211 stars

9 comments0 reactions2 assignees