JOSS: https://github.com/dfm/emcee
mcmc mcmc-sampler probabilistic-data-analysis python
Score: 24.71576164427662
Last synced: about 19 hours ago
JSON representation
Repository metadata:
The Python ensemble sampling toolkit for affine-invariant MCMC
- Host: GitHub
- URL: https://github.com/dfm/emcee
- Owner: dfm
- License: mit
- Created: 2011-11-07T16:17:08.000Z (over 14 years ago)
- Default Branch: main
- Last Pushed: 2026-03-16T20:48:09.000Z (10 days ago)
- Last Synced: 2026-03-18T11:58:47.424Z (8 days ago)
- Topics: mcmc, mcmc-sampler, probabilistic-data-analysis, python
- Language: Python
- Homepage: https://emcee.readthedocs.io
- Size: 32.9 MB
- Stars: 1,574
- Watchers: 81
- Forks: 438
- Open Issues: 67
-
Metadata Files:
- Readme: README.rst
- Changelog: HISTORY.rst
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Authors: AUTHORS.rst
Owner metadata:
- Name: Dan Foreman-Mackey
- Login: dfm
- Email:
- Kind: user
- Description:
- Website: https://dfm.io
- Location: NYC
- Twitter: exoplaneteer
- Company:
- Icon url: https://avatars.githubusercontent.com/u/350282?v=4
- Repositories: 318
- Last Synced at: 2024-04-16T15:59:57.954Z
- Profile URL: https://github.com/dfm
GitHub Events
Total
- Create event: 10
- Delete event: 8
- Fork event: 12
- Issue comment event: 4
- Issues event: 3
- Pull request event: 42
- Pull request review event: 2
- Push event: 17
- Watch event: 82
- Total: 180
Last Year
- Create event: 6
- Delete event: 6
- Fork event: 9
- Issue comment event: 2
- Issues event: 2
- Pull request event: 28
- Pull request review event: 2
- Push event: 9
- Watch event: 41
- Total: 105
Committers metadata
Last synced: 3 days ago
Total Commits: 850
Total Committers: 77
Avg Commits per committer: 11.039
Development Distribution Score (DDS): 0.352
Commits in past year: 21
Committers in past year: 4
Avg Commits per committer in past year: 5.25
Development Distribution Score (DDS) in past year: 0.476
| Name | Commits | |
|---|---|---|
| Dan F-M | d****m@n****u | 551 |
| pre-commit-ci[bot] | 6****] | 44 |
| dependabot[bot] | 4****] | 35 |
| Will Meierjurgen Farr | w****r@g****m | 32 |
| Anne Archibald | p****d@g****m | 25 |
| Erik Tollerud | e****d@g****m | 18 |
| David W. Hogg | d****g@g****m | 12 |
| Andrew Nelson | a****f@g****m | 10 |
| Nicholas S. Kern | n****n@b****u | 7 |
| Dustin Lang | d****n@a****u | 6 |
| Jeremy Sanders | j****y@j****t | 6 |
| Peter Williams | p****r@n****x | 5 |
| Dustin Lang | d****n@g****m | 5 |
| bencebeky | z****e@g****m | 4 |
| Manodeep Sinha | m****p@g****m | 4 |
| Miguel de Val-Borro | m****l@a****t | 3 |
| Alex Conley | a****y@c****u | 3 |
| Adrian Price-Whelan | a****w@g****m | 3 |
| Eric Dill | e****l@b****v | 3 |
| Joe Zuntz | j****z@g****m | 3 |
| Miguel de Val-Borro | m****l@g****m | 3 |
| Will Vousden | w****l@v****k | 3 |
| Simon Walker | s****1@g****m | 2 |
| Laura Watkins | l****s@g****m | 2 |
| Christopher Bradshaw | c****b@g****m | 2 |
| Carlos Martin | c****n@a****u | 2 |
| Ilya | i****o@g****m | 2 |
| Oriol (Prodesk) | o****a@g****m | 2 |
| Andy Casey | a****y@m****u | 2 |
| Tobias Erhardt | t****t@g****m | 2 |
| and 47 more... | ||
Issue and Pull Request metadata
Last synced: 10 days ago
Total issues: 76
Total pull requests: 138
Average time to close issues: 3 months
Average time to close pull requests: 10 days
Total issue authors: 68
Total pull request authors: 32
Average comments per issue: 3.41
Average comments per pull request: 0.77
Merged pull request: 104
Bot issues: 0
Bot pull requests: 92
Past year issues: 2
Past year pull requests: 23
Past year average time to close issues: N/A
Past year average time to close pull requests: 5 days
Past year issue authors: 2
Past year pull request authors: 7
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.09
Past year merged pull request: 11
Past year bot issues: 0
Past year bot pull requests: 18
Top Issue Authors
- dfm (3)
- MuellerSeb (3)
- mtagliazucchi (2)
- kloczek (2)
- Nicolo97 (2)
- SwastikC (2)
- fardal (1)
- astromark (1)
- Sketos (1)
- gannonjs (1)
- jcblemai (1)
- Chris-Pedersen (1)
- Maryamtajalli (1)
- HuiTong5 (1)
- HannoJJacobs (1)
Top Pull Request Authors
- pre-commit-ci[bot] (50)
- dependabot[bot] (42)
- dfm (6)
- andyfaff (4)
- stefanarseneau (4)
- teobouvard (3)
- yhwang17 (2)
- zachjweiner (2)
- MuellerSeb (2)
- aragilar (1)
- DavidMStraub (1)
- oleks-rip (1)
- emilioMaddalena (1)
- tilmantroester (1)
- arm61 (1)
Top Issue Labels
- Documentation (2)
- Feature Request (1)
Top Pull Request Labels
- dependencies (41)
- github_actions (9)
Package metadata
- Total packages: 15
-
Total downloads:
- pypi: 423,500 last-month
- Total docker downloads: 4,590
- Total dependent packages: 188 (may contain duplicates)
- Total dependent repositories: 564 (may contain duplicates)
- Total versions: 70
- Total maintainers: 2
pypi.org: emcee
The Python ensemble sampling toolkit for MCMC
- Homepage: https://emcee.readthedocs.io
- Documentation: https://emcee.readthedocs.io/
- Licenses: MIT
- Latest release: 3.1.6 (published almost 2 years ago)
- Last Synced: 2026-03-25T06:06:56.314Z (1 day ago)
- Versions: 27
- Dependent Packages: 161
- Dependent Repositories: 538
- Downloads: 423,500 Last month
- Docker Downloads: 4,590
-
Rankings:
- Dependent packages count: 0.13%
- Dependent repos count: 0.613%
- Downloads: 0.953%
- Average: 1.276%
- Docker downloads count: 1.537%
- Stargazers count: 1.81%
- Forks count: 2.613%
- Maintainers (1)
proxy.golang.org: github.com/dfm/emcee
- Homepage:
- Documentation: https://pkg.go.dev/github.com/dfm/emcee#section-documentation
- Licenses: mit
- Latest release: v3.1.6+incompatible (published almost 2 years ago)
- Last Synced: 2026-03-24T03:03:11.193Z (3 days ago)
- Versions: 16
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Forks count: 1.395%
- Stargazers count: 1.767%
- Average: 5.885%
- Dependent packages count: 9.576%
- Dependent repos count: 10.802%
alpine-edge: py3-emcee-pyc
Precompiled Python bytecode for py3-emcee
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-01T13:03:57.798Z (25 days ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Forks count: 4.906%
- Average: 6.643%
- Stargazers count: 8.507%
- Dependent packages count: 13.158%
- Maintainers (1)
alpine-edge: py3-emcee
Python ensemble sampling toolkit for affine-invariant MCMC
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-01T13:04:00.032Z (25 days ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Forks count: 4.906%
- Average: 6.643%
- Stargazers count: 8.507%
- Dependent packages count: 13.158%
- Maintainers (1)
conda-forge.org: emcee
- Homepage: https://emcee.readthedocs.io
- Licenses: MIT
- Latest release: 3.1.3 (published over 3 years ago)
- Last Synced: 2026-03-01T13:06:56.512Z (25 days ago)
- Versions: 9
- Dependent Packages: 27
- Dependent Repositories: 26
-
Rankings:
- Dependent packages count: 2.465%
- Dependent repos count: 7.186%
- Average: 7.198%
- Forks count: 8.074%
- Stargazers count: 11.068%
alpine-v3.21: py3-emcee-pyc
Precompiled Python bytecode for py3-emcee
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-01T13:06:41.543Z (25 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.23: py3-emcee-pyc
Precompiled Python bytecode for py3-emcee
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-04T03:56:33.888Z (23 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.23: py3-emcee
Python ensemble sampling toolkit for affine-invariant MCMC
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-03T15:30:46.092Z (23 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.20: py3-emcee
Python ensemble sampling toolkit for affine-invariant MCMC
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-01T12:32:35.004Z (25 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.20: py3-emcee-pyc
Precompiled Python bytecode for py3-emcee
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-01T12:32:36.169Z (25 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.19: py3-emcee
Python ensemble sampling toolkit for affine-invariant MCMC
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.4-r0 (published over 2 years ago)
- Last Synced: 2026-03-01T12:34:24.148Z (25 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.19: py3-emcee-pyc
Precompiled Python bytecode for py3-emcee
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.4-r0 (published over 2 years ago)
- Last Synced: 2026-03-01T12:34:24.939Z (25 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.22: py3-emcee
Python ensemble sampling toolkit for affine-invariant MCMC
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-01T13:06:12.947Z (25 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.22: py3-emcee-pyc
Precompiled Python bytecode for py3-emcee
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-01T13:06:17.126Z (25 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
alpine-v3.21: py3-emcee
Python ensemble sampling toolkit for affine-invariant MCMC
- Homepage: https://github.com/dfm/emcee
- Licenses: MIT
- Latest release: 3.1.6-r0 (published almost 2 years ago)
- Last Synced: 2026-03-01T13:06:42.564Z (25 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
Dependencies
- celerite *
- corner *
- h5py *
- matplotlib *
- myst-nb *
- scipy *
- sphinx-book-theme *
- actions/checkout v2 composite
- actions/download-artifact v2 composite
- actions/setup-python v2 composite
- actions/upload-artifact v2 composite
- pypa/gh-action-pypi-publish v1.4.2 composite
- autograd *
- celerite *