JOSS: https://github.com/minaskar/pocomc
astronomy astrophysics bayesian-inference black-box-bayesian-inference cosmology cosmology-inference general-purpose inference machine-learning mcmc mcmc-sampler normalizing-flows probabilistic-data-analysis python sampling sampling-methods smc
Score: 12.608198852372823
Last synced: about 12 hours ago
JSON representation
Repository metadata:
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
- Host: GitHub
- URL: https://github.com/minaskar/pocomc
- Owner: minaskar
- License: gpl-3.0
- Created: 2022-02-02T12:40:14.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2025-09-11T22:37:30.000Z (9 months ago)
- Last Synced: 2026-06-18T22:05:27.202Z (4 days ago)
- Topics: astronomy, astrophysics, bayesian-inference, black-box-bayesian-inference, cosmology, cosmology-inference, general-purpose, inference, machine-learning, mcmc, mcmc-sampler, normalizing-flows, probabilistic-data-analysis, python, sampling, sampling-methods, smc
- Language: Python
- Homepage: https://pocomc.readthedocs.io
- Size: 28.3 MB
- Stars: 124
- Watchers: 5
- Forks: 12
- Open Issues: 6
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Code of conduct: CODE_OF_CONDUCT.md
Owner metadata:
- Name: Minas Karamanis
- Login: minaskar
- Email:
- Kind: user
- Description: Postdoctoral Fellow at the Berkeley Center for Cosmological Physics, University of California, Berkeley
- Website: https://minaskaramanis.com
- Location:
- Twitter: MinasKaramanis
- Company:
- Icon url: https://avatars.githubusercontent.com/u/23280751?u=3d0cf21471147a00b05e827b9ebc45a6925c7445&v=4
- Repositories: 6
- Last Synced at: 2023-03-08T21:46:32.744Z
- Profile URL: https://github.com/minaskar
GitHub Events
Total
- Create event: 3
- Fork event: 2
- Issues event: 2
- Push event: 5
- Watch event: 25
- Total: 37
Last Year
- Fork event: 2
- Issues event: 1
- Push event: 1
- Watch event: 9
- Total: 13
Committers metadata
Last synced: 4 days ago
Total Commits: 264
Total Committers: 5
Avg Commits per committer: 52.8
Development Distribution Score (DDS): 0.402
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| minaskar | m****r@g****m | 158 |
| David Nabergoj | d****4@s****i | 99 |
| Dan F-M | f****y@g****m | 5 |
| joezuntz | j****z@g****m | 1 |
| Minas Karamanis | m****s@M****l | 1 |
Issue and Pull Request metadata
Last synced: about 1 month ago
Total issues: 17
Total pull requests: 59
Average time to close issues: 7 months
Average time to close pull requests: 11 days
Total issue authors: 12
Total pull request authors: 7
Average comments per issue: 1.76
Average comments per pull request: 0.02
Merged pull request: 53
Bot issues: 0
Bot pull requests: 0
Past year issues: 3
Past year pull requests: 1
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 3
Past year pull request authors: 1
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- ajdittmann (4)
- kazewong (3)
- LAujust (1)
- augeorge (1)
- kmzzhang (1)
- lindede249 (1)
- ApokryphaV1 (1)
- francois-rozet (1)
- SBouchard01 (1)
- marylou-gabrie (1)
- joezuntz (1)
- angelgarron (1)
Top Pull Request Authors
- minaskar (44)
- davidnabergoj (8)
- dfm (2)
- AlexKurek (2)
- augeorge (1)
- akutuva21 (1)
- joezuntz (1)
Top Issue Labels
- enhancement (1)
- good first issue (1)
- bug (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 459 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 31
- Total maintainers: 1
pypi.org: pocomc
Preconditioned Monte Carlo
- Homepage: https://github.com/minaskar/pocomc
- Documentation: https://pocomc.readthedocs.io/
- Licenses: GPLv3
- Latest release: 1.2.6 (published almost 2 years ago)
- Last Synced: 2026-06-18T22:03:10.222Z (4 days ago)
- Versions: 31
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 459 Last month
-
Rankings:
- Dependent packages count: 6.633%
- Stargazers count: 9.83%
- Downloads: 10.324%
- Average: 15.39%
- Forks count: 19.553%
- Dependent repos count: 30.611%
- Maintainers (1)
Dependencies
- myst_nb *
- sphinx_book_theme *
- corner *
- matplotlib *
- numpy *
- scipy *
- torch *
- tqdm *
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- actions/checkout v2 composite
- actions/create-release v1 composite
- actions/setup-python v2 composite
- actions/upload-release-asset v1 composite
- pypa/gh-action-pypi-publish master composite
- actions/checkout v3 composite
- actions/setup-python v3 composite