JOSS: https://github.com/jeremiecoullon/SGMCMCJax
bayesian-inference jax sampling-methods
Score: 11.461674274959433
Last synced: about 17 hours ago
JSON representation
Repository metadata:
Lightweight library of stochastic gradient MCMC algorithms written in JAX.
- Host: GitHub
- URL: https://github.com/jeremiecoullon/SGMCMCJax
- Owner: jeremiecoullon
- License: apache-2.0
- Created: 2021-06-25T09:21:17.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2023-10-23T08:43:46.000Z (over 2 years ago)
- Last Synced: 2026-04-26T19:04:46.109Z (about 2 months ago)
- Topics: bayesian-inference, jax, sampling-methods
- Language: Python
- Homepage: https://sgmcmcjax.readthedocs.io/en/latest/index.html
- Size: 1.37 MB
- Stars: 105
- Watchers: 5
- Forks: 9
- Open Issues: 11
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Owner metadata:
- Name: Jeremie Coullon
- Login: jeremiecoullon
- Email:
- Kind: user
- Description: ML engineer at @papercup-ai
- Website: https://www.jeremiecoullon.com/
- Location: London, UK
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/9270437?u=22ebb37db236447cf3eb46782b7ec19486ee010a&v=4
- Repositories: 33
- Last Synced at: 2024-12-06T19:57:48.904Z
- Profile URL: https://github.com/jeremiecoullon
GitHub Events
Total
- Fork event: 1
- Watch event: 10
- Total: 11
Last Year
- Watch event: 2
- Total: 2
Committers metadata
Last synced: about 2 months ago
Total Commits: 143
Total Committers: 9
Avg Commits per committer: 15.889
Development Distribution Score (DDS): 0.098
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 | |
|---|---|---|
| Jeremie Coullon | j****n@g****m | 129 |
| Kevin Murphy | m****k@g****m | 4 |
| Dan Foreman-Mackey | d****m@d****o | 3 |
| Chris Nemeth | c****h | 2 |
| Zach Furman | z****1@g****m | 1 |
| Muhammad Izzatullah | 4****m | 1 |
| Colin | C****l | 1 |
| Jeremie Coullon | j****n@j****t | 1 |
| Jeremie Coullon | j****n@j****e | 1 |
Issue and Pull Request metadata
Last synced: 7 months ago
Total issues: 39
Total pull requests: 32
Average time to close issues: 29 days
Average time to close pull requests: 2 days
Total issue authors: 8
Total pull request authors: 6
Average comments per issue: 1.72
Average comments per pull request: 0.22
Merged pull request: 28
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- jeremiecoullon (22)
- canyon289 (6)
- ColCarroll (6)
- zfurman56 (1)
- twiecki (1)
- murphyk (1)
- ElhamAfzali (1)
- junpenglao (1)
Top Pull Request Authors
- jeremiecoullon (26)
- murphyk (2)
- zfurman56 (1)
- ColCarroll (1)
- dfm (1)
- izzatum (1)
Top Issue Labels
- documentation (5)
- good first issue (4)
- bug (2)
- enhancement (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 89 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 18
- Total maintainers: 1
pypi.org: sgmcmcjax
SGMCMC samplers in JAX
- Homepage: https://github.com/jeremiecoullon/SGMCMCJax
- Documentation: https://sgmcmcjax.readthedocs.io/
- Licenses: LICENSE.txt
- Latest release: 0.2.13 (published almost 3 years ago)
- Last Synced: 2026-04-30T21:01:50.444Z (about 2 months ago)
- Versions: 18
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 89 Last month
-
Rankings:
- Stargazers count: 7.764%
- Dependent packages count: 10.026%
- Forks count: 11.413%
- Average: 13.34%
- Downloads: 15.803%
- Dependent repos count: 21.694%
- Maintainers (1)
Dependencies
- Jinja2 ==2.11
- furo ==2020.12.30b24
- markupsafe ==2.0.1
- matplotlib ==3.3.3
- nb-black ==1.0.7
- nbsphinx ==0.8.6
- sphinx-copybutton ==0.3.1
- Jinja2 ==2.11 development
- black ==22.1.0 development
- furo ==2020.12.30b24 development
- isort ==5.10.1 development
- matplotlib ==3.3.3 development
- mypy ==0.910 development
- mypy-extensions ==0.4.3 development
- nb-black ==1.0.7 development
- nbsphinx ==0.8.1 development
- pytest ==6.2.4 development
- pytest-cov ==3.0.0 development
- sphinx * development
- absl-py ==0.13.0
- flatbuffers ==2.0
- jax ==0.2.14
- jaxlib ==0.1.67
- numpy ==1.21.0
- opt-einsum ==3.3.0
- optax ==0.1.1
- scipy ==1.7.0
- six ==1.16.0
- tqdm ==4.61.1
- jax *