JOSS: https://github.com/icb-dcm/pyabc
abc approximate-bayesian-inference likelihood-free-inference parameter-inference
Score: 17.570607435570167
Last synced: about 19 hours ago
JSON representation
Repository metadata:
distributed, likelihood-free inference
- Host: GitHub
- URL: https://github.com/icb-dcm/pyabc
- Owner: ICB-DCM
- License: bsd-3-clause
- Created: 2017-07-12T10:30:10.000Z (about 9 years ago)
- Default Branch: main
- Last Pushed: 2026-07-31T14:35:49.000Z (13 days ago)
- Last Synced: 2026-08-05T21:32:33.499Z (8 days ago)
- Topics: abc, approximate-bayesian-inference, likelihood-free-inference, parameter-inference
- Language: Python
- Homepage: https://pyabc.rtfd.io
- Size: 50.1 MB
- Stars: 221
- Watchers: 4
- Forks: 46
- Open Issues: 28
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.rst
- License: LICENSE.txt
Owner metadata:
- Name: Data-driven Computational Modelling
- Login: ICB-DCM
- Email:
- Kind: organization
- Description: Hasenauer Lab @ University of Bonn / Helmholtz Munich
- Website: https://www.mathematics-and-life-sciences.uni-bonn.de/de?setlanguage=en
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/17879961?v=4
- Repositories: 13
- Last Synced at: 2023-03-03T14:35:21.981Z
- Profile URL: https://github.com/ICB-DCM
GitHub Events
Total
- Create event: 7
- Delete event: 6
- Fork event: 2
- Issue comment event: 40
- Issues event: 10
- Pull request event: 22
- Pull request review comment event: 5
- Pull request review event: 14
- Push event: 113
- Release event: 1
- Watch event: 13
- Total: 233
Last Year
- Create event: 2
- Delete event: 4
- Fork event: 1
- Issue comment event: 11
- Issues event: 4
- Pull request event: 5
- Pull request review comment event: 1
- Pull request review event: 1
- Push event: 47
- Watch event: 2
- Total: 78
Committers metadata
Last synced: 2 days ago
Total Commits: 1,441
Total Committers: 14
Avg Commits per committer: 102.929
Development Distribution Score (DDS): 0.523
Commits in past year: 14
Committers in past year: 1
Avg Commits per committer in past year: 14.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| yannikschaelte | y****e@g****m | 688 |
| neuralyzer | e****r@g****m | 581 |
| Stephan Grein | s****n@u****e | 81 |
| arrjon | j****a@u****e | 33 |
| dennis | d****t@h****e | 26 |
| yannikschaelte | y****e@h****e | 12 |
| Emad Alamoudi | e****4@h****m | 11 |
| Daniel Weindl | d****l | 2 |
| neuralyzer | e****r@b****e | 2 |
| Pat Laub | p****b@g****m | 1 |
| Pariksheet Nanda | p****a@u****u | 1 |
| Felipe | 6****8 | 1 |
| Fabian Rost | f****t@t****e | 1 |
| Elba Raimúndez Alvarez | e****z@h****e | 1 |
Issue and Pull Request metadata
Last synced: 4 days ago
Total issues: 86
Total pull requests: 102
Average time to close issues: about 1 year
Average time to close pull requests: about 1 month
Total issue authors: 35
Total pull request authors: 9
Average comments per issue: 2.64
Average comments per pull request: 1.51
Merged pull request: 93
Bot issues: 0
Bot pull requests: 0
Past year issues: 4
Past year pull requests: 13
Past year average time to close issues: 19 days
Past year average time to close pull requests: 2 days
Past year issue authors: 3
Past year pull request authors: 3
Past year average comments per issue: 0.75
Past year average comments per pull request: 1.38
Past year merged pull request: 11
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- yannikschaelte (27)
- xieduo7 (7)
- Gabriel-p (7)
- omsai (4)
- EmadAlamoudi (4)
- samufi (2)
- stephanmg (2)
- jack-pan-ai (2)
- ljschumacher (2)
- blakeaw (2)
- HounerX (2)
- kilianvolmer (2)
- vesmanojlovic (1)
- lm1909 (1)
- MG-dkfz (1)
Top Pull Request Authors
- yannikschaelte (53)
- stephanmg (19)
- arrjon (11)
- EmadAlamoudi (8)
- kilianvolmer (4)
- dweindl (3)
- PaulJonasJost (2)
- omsai (1)
- lcontento (1)
Top Issue Labels
- enhancement (29)
- bug (23)
- documentation (6)
- question (3)
- wontfix (3)
- visualization (3)
- fixed but not released (1)
Top Pull Request Labels
- bug (6)
- enhancement (4)
- documentation (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 12,243 last-month
- Total dependent packages: 3
- Total dependent repositories: 9
- Total versions: 116
- Total maintainers: 5
pypi.org: pyabc
Distributed, likelihood-free ABC-SMC inference
- Homepage: https://github.com/icb-dcm/pyabc
- Documentation: https://pyabc.readthedocs.io
- Licenses: BSD-3-Clause
- Latest release: 0.13.0 (published 13 days ago)
- Last Synced: 2026-08-11T23:00:58.166Z (2 days ago)
- Versions: 116
- Dependent Packages: 3
- Dependent Repositories: 9
- Downloads: 12,243 Last month
-
Rankings:
- Dependent packages count: 2.367%
- Dependent repos count: 4.853%
- Stargazers count: 5.141%
- Average: 5.253%
- Forks count: 6.332%
- Downloads: 7.57%
- Maintainers (5)
Dependencies
- actions/cache v1 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- codecov/codecov-action v2 composite
- julia-actions/setup-julia v1 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- click >=8.3.2
- cloudpickle >=1.5.0
- distributed >=2024.2.0
- gitpython >=3.1.7
- ipykernel >=7.2.0
- jabbar >=0.0.10
- matplotlib >=3.3.0
- numpy >=1.23.5
- pandas >=2.0.1
- redis >=2.10.6
- scikit-learn >=0.23.1
- scipy >=1.5.2
- sqlalchemy >=2.0.49