JOSS: https://github.com/dynamicslab/pysindy
dynamical-systems machine-learning model-discovery nonlinear-dynamics sparse-regression system-identification
Score: 21.456544431230572
Last synced: about 4 hours ago
JSON representation
Repository metadata:
A package for the sparse identification of nonlinear dynamical systems from data
- Host: GitHub
- URL: https://github.com/dynamicslab/pysindy
- Owner: dynamicslab
- License: other
- Created: 2019-05-10T21:22:25.000Z (almost 7 years ago)
- Default Branch: main
- Last Pushed: 2026-03-01T16:48:12.000Z (26 days ago)
- Last Synced: 2026-03-01T19:08:14.596Z (26 days ago)
- Topics: dynamical-systems, machine-learning, model-discovery, nonlinear-dynamics, sparse-regression, system-identification
- Language: Python
- Homepage: https://pysindy.readthedocs.io/en/latest/
- Size: 946 MB
- Stars: 1,758
- Watchers: 30
- Forks: 369
- Open Issues: 81
-
Metadata Files:
- Readme: README.rst
- Contributing: docs/contributing.rst
- License: LICENSE
- Citation: citation.cff
Owner metadata:
- Name: dynamicslab
- Login: dynamicslab
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/59835780?v=4
- Repositories: 16
- Last Synced at: 2024-05-04T00:24:34.955Z
- Profile URL: https://github.com/dynamicslab
GitHub Events
Total
- Create event: 25
- Delete event: 20
- Fork event: 41
- Issue comment event: 85
- Issues event: 46
- Pull request event: 39
- Pull request review comment event: 7
- Pull request review event: 10
- Push event: 101
- Release event: 3
- Watch event: 209
- Total: 586
Last Year
- Create event: 22
- Delete event: 12
- Fork event: 32
- Issue comment event: 83
- Issues event: 42
- Pull request event: 34
- Pull request review comment event: 7
- Pull request review event: 10
- Push event: 84
- Release event: 3
- Watch event: 190
- Total: 519
Committers metadata
Last synced: 24 days ago
Total Commits: 1,880
Total Committers: 40
Avg Commits per committer: 47.0
Development Distribution Score (DDS): 0.748
Commits in past year: 107
Committers in past year: 7
Avg Commits per committer in past year: 15.286
Development Distribution Score (DDS) in past year: 0.589
| Name | Commits | |
|---|---|---|
| Jake Stevens-Haas | 3****s | 473 |
| briandesilva | b****a@u****u | 368 |
| mq | m****e@u****e | 211 |
| akaptano | a****o@a****t | 147 |
| Zachary Nicolaou | z****u@g****m | 125 |
| kpchamp | k****p@u****u | 102 |
| Alan Kaptanoglu | a****u@A****l | 87 |
| Alan Kaptanoglu | 3****o | 70 |
| Mikkel Lykkegaard | m****l@d****k | 59 |
| Lloyd Fung | l****g@i****k | 44 |
| Alan Kaptanoglu | a****u@A****l | 41 |
| OliviaZ0826 | o****6@o****m | 29 |
| Mai Peng | m****5@h****m | 22 |
| Junho Ha | b****0@g****m | 16 |
| Yash Bhangale | y****9@u****u | 14 |
| Ludger Paehler | l****r@t****e | 13 |
| Jared Callaham | j****m@g****m | 10 |
| wesg | w****e@g****m | 6 |
| Watcharin Kriengwatana | 3****n | 6 |
| kopytjuk | k****k@g****m | 6 |
| Mai Peng | p****g@M****l | 4 |
| TarenGorman | t****n@g****m | 4 |
| Alan Kaptanoglu | a****u@g****u | 2 |
| Alan Kaptanoglu | a****u@A****x | 2 |
| Mai Peng | p****g@M****l | 2 |
| Thomas Isele | t****e@p****e | 2 |
| billtubbs | b****s@m****m | 2 |
| Tobias Uelwer | t****r@g****m | 1 |
| dependabot[bot] | 4****] | 1 |
| AMATH User | a****h@A****l | 1 |
| and 10 more... | ||
Issue and Pull Request metadata
Last synced: 5 months ago
Total issues: 261
Total pull requests: 152
Average time to close issues: about 2 months
Average time to close pull requests: 21 days
Total issue authors: 143
Total pull request authors: 21
Average comments per issue: 2.81
Average comments per pull request: 2.35
Merged pull request: 119
Bot issues: 0
Bot pull requests: 2
Past year issues: 35
Past year pull requests: 39
Past year average time to close issues: 17 days
Past year average time to close pull requests: 10 days
Past year issue authors: 28
Past year pull request authors: 9
Past year average comments per issue: 0.71
Past year average comments per pull request: 1.38
Past year merged pull request: 19
Past year bot issues: 0
Past year bot pull requests: 2
Top Issue Authors
- Jacob-Stevens-Haas (51)
- penguinaugustus (8)
- anur2203 (8)
- ziyinyuan (6)
- scatr (5)
- isshiki416 (4)
- akaptano (4)
- ccrnn (4)
- azanparmar (3)
- BK201-kkk (3)
- TristanBoen (3)
- joardima (3)
- ramdhan1989 (3)
- znicolaou (3)
- SM-CAU (3)
Top Pull Request Authors
- Jacob-Stevens-Haas (100)
- himkwtn (13)
- yb6599 (9)
- akaptano (3)
- znicolaou (3)
- ChengYuHan0406 (2)
- dependabot[bot] (2)
- YaadR (2)
- ZachMcBreartyUU (2)
- nehalsinghmangat (2)
- s-kat0 (2)
- mikkelbue (2)
- heidariarash (2)
- matteoettam09 (1)
- wesg52 (1)
Top Issue Labels
- enhancement (16)
- good first issue (10)
- bug (8)
- priority:low (4)
- question (1)
- Trapping (1)
- constraints (1)
- wontfix (1)
- doc (1)
Top Pull Request Labels
- enhancement (4)
- dependencies (2)
- github_actions (2)
Package metadata
- Total packages: 3
-
Total downloads:
- pypi: 28,273 last-month
- Total dependent packages: 6 (may contain duplicates)
- Total dependent repositories: 19 (may contain duplicates)
- Total versions: 49
- Total maintainers: 4
pypi.org: pysindy
Sparse Identification of Nonlinear Dynamics
- Homepage:
- Documentation: https://pysindy.readthedocs.io/
- Licenses: MIT
- Latest release: 2.1.0 (published 3 months ago)
- Last Synced: 2026-02-13T16:41:21.509Z (about 1 month ago)
- Versions: 38
- Dependent Packages: 6
- Dependent Repositories: 18
- Downloads: 28,273 Last month
-
Rankings:
- Stargazers count: 1.926%
- Dependent packages count: 2.356%
- Downloads: 2.681%
- Average: 2.713%
- Forks count: 3.19%
- Dependent repos count: 3.411%
- Maintainers (3)
conda-forge.org: pysindy
- Homepage: https://github.com/dynamicslab/pysindy
- Licenses: MIT
- Latest release: 1.3.0 (published over 5 years ago)
- Last Synced: 2026-03-01T02:45:44.968Z (26 days ago)
- Versions: 10
- Dependent Packages: 0
- Dependent Repositories: 1
-
Rankings:
- Forks count: 11.882%
- Stargazers count: 13.359%
- Dependent repos count: 24.377%
- Average: 25.302%
- Dependent packages count: 51.589%
spack.io: py-pysindy
Sparse Identification of Nonlinear Dynamics
- Homepage: https://github.com/dynamicslab/pysindy
- Licenses: []
- Latest release: 2.0.0 (published 4 months ago)
- Last Synced: 2026-02-19T11:17:03.136Z (about 1 month ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Average: 26.454%
- Dependent packages count: 52.909%
- Maintainers (1)
Dependencies
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- actions/upload-artifact v1 composite
- openjournals/openjournals-draft-action master composite
- actions/cache v1 composite
- actions/checkout v1 composite
- actions/setup-python v1 composite
- codecov/codecov-action v1 composite
- actions/checkout v1 composite
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- pypa/gh-action-pypi-publish master composite