JOSS: https://github.com/infer-actively/pymdp
Score: 20.117218991085906
Last synced: about 9 hours ago
JSON representation
Repository metadata:
A Python implementation of active inference for Markov Decision Processes
- Host: GitHub
- URL: https://github.com/infer-actively/pymdp
- Owner: infer-actively
- License: mit
- Created: 2019-11-27T19:03:35.000Z (over 6 years ago)
- Default Branch: main
- Last Pushed: 2026-08-11T09:09:06.000Z (3 days ago)
- Last Synced: 2026-08-13T00:13:25.355Z (1 day ago)
- Language: Python
- Homepage:
- Size: 38.6 MB
- Stars: 722
- Watchers: 29
- Forks: 137
- Open Issues: 44
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Owner metadata:
- Name: infer-actively
- Login: infer-actively
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/75545318?v=4
- Repositories: 2
- Last Synced at: 2023-03-07T14:46:34.484Z
- Profile URL: https://github.com/infer-actively
GitHub Events
Total
- Create event: 44
- Delete event: 43
- Fork event: 36
- Issue comment event: 93
- Issues event: 115
- Member event: 3
- Pull request event: 85
- Pull request review comment event: 65
- Pull request review event: 83
- Push event: 189
- Watch event: 129
- Total: 885
Last Year
- Create event: 35
- Delete event: 38
- Fork event: 9
- Issue comment event: 56
- Issues event: 90
- Pull request event: 56
- Pull request review comment event: 54
- Pull request review event: 65
- Push event: 154
- Watch event: 40
- Total: 597
Committers metadata
Last synced: 1 day ago
Total Commits: 1,273
Total Committers: 35
Avg Commits per committer: 36.371
Development Distribution Score (DDS): 0.372
Commits in past year: 197
Committers in past year: 17
Avg Commits per committer in past year: 11.588
Development Distribution Score (DDS) in past year: 0.376
| Name | Commits | |
|---|---|---|
| conorheins | c****s@g****m | 799 |
| dimarkov | 5****v | 103 |
| alec-tschantz | t****c@g****m | 99 |
| Tim Verbelen | t****n@v****o | 69 |
| Ozan Catal | o****l@v****i | 40 |
| Toon Van de Maele | t****e@g****m | 30 |
| Arun-Niranjan | A****n | 29 |
| riddhipits | r****n@g****m | 16 |
| Conor Heins | c****r@u****l | 14 |
| Ran Wei | r****2@t****u | 13 |
| Tim Verbelen | t****n@v****i | 13 |
| Beren | b****k@g****m | 5 |
| coopwilliams | c****s@v****i | 4 |
| salvatomm | s****m@h****t | 4 |
| Ran Wei | r****i@v****i | 3 |
| nikolamilovic1 | n****1@o****m | 3 |
| Alessandro Muzzi | c****i@v****o | 3 |
| Copilot | 1****t | 2 |
| 领秀58 | 8****8 | 2 |
| gauraansh | 1****h | 2 |
| dependabot[bot] | 4****] | 2 |
| Lancelot Da Costa | 4****a | 2 |
| Daphne Demekas | z****e@u****k | 2 |
| Alexander Kiefer | a****r@A****e | 2 |
| Brennan Klein | b****n@B****l | 2 |
| Kobus Esterhuysen | k****8@g****m | 1 |
| Leon Bovett | l****t@m****m | 1 |
| dimarkov | o****e@g****m | 1 |
| Nikola Milović | n****c@f****e | 1 |
| Nikola Pižurica | 4****a | 1 |
| and 5 more... | ||
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 126
Total pull requests: 217
Average time to close issues: 4 months
Average time to close pull requests: 29 days
Total issue authors: 34
Total pull request authors: 31
Average comments per issue: 0.95
Average comments per pull request: 0.59
Merged pull request: 155
Bot issues: 0
Bot pull requests: 3
Past year issues: 56
Past year pull requests: 71
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 3 days
Past year issue authors: 7
Past year pull request authors: 11
Past year average comments per issue: 0.61
Past year average comments per pull request: 0.77
Past year merged pull request: 40
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- conorheins (55)
- Arun-Niranjan (17)
- docxology (14)
- JohnBoik (4)
- riddhipits (3)
- scott-carroll-verses-ai (3)
- seankmartin (2)
- patrickmineault (2)
- mlohbihler (1)
- SamGijsen (1)
- JmacCl (1)
- xugami (1)
- arthurgreef (1)
- osaaso3 (1)
- nnishio106 (1)
Top Pull Request Authors
- conorheins (103)
- Arun-Niranjan (24)
- tverbele (10)
- OzanCatalVerses (8)
- dimarkov (7)
- riddhipits (7)
- toonvdm (7)
- ran-wei-verses (5)
- salvatomm (4)
- coopwilliams (4)
- spetey (4)
- nikolamilovic-ft (3)
- dependabot[bot] (3)
- BerenMillidge (3)
- docxology (2)
Top Issue Labels
- enhancement (21)
- bug (10)
- documentation (9)
- cleanup (8)
- help wanted (7)
- question (7)
- tutorial_suggestion (4)
- tests (3)
- open (3)
- better_errors (3)
- good first issue (2)
- dependencies (2)
Top Pull Request Labels
- cleanup (15)
- dependencies (7)
- documentation (5)
- tests (4)
- bug (2)
- autorelease: tagged (2)
- autorelease: pending (1)
- enhancement (1)
Package metadata
- Total packages: 3
-
Total downloads:
- pypi: 20,327 last-month
- Total docker downloads: 16
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 2 (may contain duplicates)
- Total versions: 24
- Total maintainers: 1
proxy.golang.org: github.com/infer-actively/pymdp
- Homepage:
- Documentation: https://pkg.go.dev/github.com/infer-actively/pymdp#section-documentation
- Licenses: mit
- Latest release: v1.0.3 (published about 2 months ago)
- Last Synced: 2026-08-13T00:09:01.437Z (1 day ago)
- Versions: 9
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.375%
- Average: 5.556%
- Dependent repos count: 5.736%
pypi.org: inferactively-pymdp
A Python package for solving Markov Decision Processes with Active Inference
- Homepage:
- Documentation: https://pymdp-rtd.readthedocs.io/en/latest/
- Licenses: MIT
- Latest release: 1.0.3 (published about 2 months ago)
- Last Synced: 2026-08-13T00:28:12.110Z (1 day ago)
- Versions: 12
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 20,308 Last month
- Docker Downloads: 16
-
Rankings:
- Stargazers count: 3.468%
- Forks count: 5.591%
- Dependent packages count: 10.109%
- Average: 11.918%
- Downloads: 18.862%
- Dependent repos count: 21.559%
- Maintainers (1)
pypi.org: test-inferactively-pymdp
A Python package for solving Markov Decision Processes with Active Inference
- Homepage: https://github.com/infer-actively/pymdp
- Documentation: https://test-inferactively-pymdp.readthedocs.io/
- Licenses: MIT
- Latest release: 0.0.3 (published almost 5 years ago)
- Last Synced: 2026-08-13T00:35:18.221Z (1 day ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 19 Last month
-
Rankings:
- Stargazers count: 3.472%
- Forks count: 5.591%
- Dependent packages count: 10.109%
- Average: 16.427%
- Dependent repos count: 21.559%
- Downloads: 41.404%
- Maintainers (1)
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v4 composite
- actions/setup-python v5 composite
- astral-sh/setup-uv v6 composite
- actions/checkout v4 composite
- actions/download-artifact v4 composite
- actions/setup-python v5 composite
- actions/upload-artifact v4 composite
- googleapis/release-please-action v4 composite
- pypa/gh-action-pypi-publish release/v1 composite
- actions/checkout v4 composite
- actions/setup-python v5 composite
- astral-sh/setup-uv v6 composite
- actions/checkout v4 composite
- actions/setup-python v5 composite
- astral-sh/setup-uv v6 composite
- actions/checkout v4 composite
- actions/setup-python v3 composite
- astral-sh/setup-uv v6 composite
- amannn/action-semantic-pull-request v5 composite
- actions/checkout v4 composite
- actions/setup-python v5 composite
- actions/upload-artifact v4 composite
- astral-sh/setup-uv v6 composite
- equinox >=0.9
- jax >=0.3.4
- jaxlib >=0.3.4
- matplotlib >=3.1.3
- mctx >=0.0.5
- multimethod >=1.11
- networkx >=3.3
- numpy >=1.19.5
- seaborn >=0.11.1