JOSS: https://gitlab.com/datafold-dev/datafold/
Manifold Learning data-driven diffusion maps dynamic mode decomposition dynamical system koopman operator machine learning time series
Score: 5.981414211254481
Last synced: about 4 hours ago
JSON representation
Repository metadata:
Python software for identifying dynamical systems and hidden patterns from time series data
- Host: gitlab.com
- URL: https://gitlab.com/datafold-dev/datafold/
- Owner: datafold-dev
- License: mit
- Created: 2019-10-17T18:26:06.701Z (over 6 years ago)
- Default Branch: master
- Last Synced: 2026-01-04T12:47:38.632Z (6 months ago)
- Topics: Manifold Learning, data-driven, diffusion maps, dynamic mode decomposition, dynamical system, koopman operator, machine learning, time series
- Stars: 7
- Forks: 14
- Open Issues: 26
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Metadata Files:
- Readme: README.rst
- License: LICENSE
Committers metadata
Last synced: 3 days ago
Total Commits: 1,193
Total Committers: 12
Avg Commits per committer: 99.417
Development Distribution Score (DDS): 0.276
Commits in past year: 3
Committers in past year: 2
Avg Commits per committer in past year: 1.5
Development Distribution Score (DDS) in past year: 0.333
| Name | Commits | |
|---|---|---|
| Daniel Lehmberg | d****g@h****u | 864 |
| Daniel Lehmberg | d****g@t****e | 158 |
| Evgeni Todorov | e****v@t****e | 59 |
| Michael Laraia | m****a@t****e | 43 |
| ldickmanns | l****s@o****e | 29 |
| Felix Dietrich | f****h@t****e | 15 |
| Rahul Banerjee | r****8@g****m | 8 |
| evtodorov | e****v@g****m | 6 |
| Gerta | g****r@h****u | 5 |
| Michael Laraia | m****a@g****m | 3 |
| Ana Cukarska | a****a@t****e | 2 |
| Dan Foreman-Mackey | f****y@g****m | 1 |
Issue and Pull Request metadata
Last synced: 3 days ago
Dependencies
- coverage ==5.5.0 development
- identify ==2.2.4 development
- jupyter >=1.0.0,<2.0.0 development
- nbformat ==5.1.3 development
- nbsphinx ==0.8.7 development
- nbsphinx-link ==1.3.0 development
- pre-commit >=2.1.1,<3.0.0 development
- pydata-sphinx-theme ==0.7.0 development
- pydmd ==0.3.3 development
- pytest ==6.2.4 development
- scikit-optimize >=0.8.1,<0.9.0 development
- sphinx * development
- sphinx-autodoc-typehints ==1.12.0 development
- sphinx-automodapi ==0.13 development
- sphinx-copybutton ==0.4.0 development
- sphinx-panels ==0.6.0 development
- sphinxcontrib-bibtex ==2.3.0 development
- findiff *
- matplotlib >=3.2.0
- numexpr >=2.7.1,<3.0.0
- numpy >=1.18.0,<1.22.0
- pandas *
- scikit-learn *
- scipy >=1.5.0,<1.8
- req.replace *