JOSS: https://github.com/ThomasMBury/ewstools
autocorrelation bifurcation bootstrapping complex-systems critical-transitions early-warning-indicators early-warning-signals forecasting ipynb power-spectrum python resilience-indicators time-series tipping-point visualization
Score: 13.100117768457011
Last synced: 1 day ago
JSON representation
Repository metadata:
Python package for early warning signals (EWS) of bifurcations in time series data.
- Host: GitHub
- URL: https://github.com/ThomasMBury/ewstools
- Owner: ThomasMBury
- License: mit
- Created: 2018-11-01T23:04:44.000Z (almost 8 years ago)
- Default Branch: main
- Last Pushed: 2026-07-30T20:58:23.000Z (15 days ago)
- Last Synced: 2026-08-07T05:52:16.280Z (8 days ago)
- Topics: autocorrelation, bifurcation, bootstrapping, complex-systems, critical-transitions, early-warning-indicators, early-warning-signals, forecasting, ipynb, power-spectrum, python, resilience-indicators, time-series, tipping-point, visualization
- Language: Python
- Homepage:
- Size: 37.5 MB
- Stars: 98
- Watchers: 4
- Forks: 23
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS
- Zenodo: .zenodo.json
Owner metadata:
- Name: Thomas Bury
- Login: ThomasMBury
- Email:
- Kind: user
- Description: Analysing tipping points in complex systems through data science and dynamical systems.
- Website: https://www.thomasbury.net/
- Location: Canada
- Twitter: ThomasMBury
- Company: McGill University
- Icon url: https://avatars.githubusercontent.com/u/36854425?u=ebbbc3143da6aa79517a46a8fd6c7e21b788ffe8&v=4
- Repositories: 4
- Last Synced at: 2023-03-05T10:35:13.523Z
- Profile URL: https://github.com/ThomasMBury
GitHub Events
Total
- Create event: 9
- Delete event: 12
- Fork event: 3
- Issue comment event: 11
- Pull request event: 23
- Pull request review event: 1
- Push event: 29
- Watch event: 16
- Total: 104
Last Year
- Create event: 4
- Delete event: 10
- Issue comment event: 8
- Pull request event: 15
- Pull request review event: 1
- Push event: 3
- Watch event: 4
- Total: 45
Committers metadata
Last synced: 2 days ago
Total Commits: 565
Total Committers: 10
Avg Commits per committer: 56.5
Development Distribution Score (DDS): 0.069
Commits in past year: 18
Committers in past year: 4
Avg Commits per committer in past year: 4.5
Development Distribution Score (DDS) in past year: 0.5
| Name | Commits | |
|---|---|---|
| Thomas Bury | t****2@g****m | 526 |
| Thomas Bury | 3****2 | 10 |
| energyscholar | e****r@g****m | 9 |
| pyup-bot | g****t@p****o | 6 |
| dependabot[bot] | 4****] | 5 |
| Snaptraks | s****s@g****m | 3 |
| Daniel S. Katz | d****z@i****g | 2 |
| Robin Macomber | r****y@g****m | 2 |
| Stelios Christodoulou | s****u@y****m | 1 |
| Emma Southall | e****l@w****k | 1 |
Issue and Pull Request metadata
Last synced: 7 days ago
Total issues: 8
Total pull requests: 138
Average time to close issues: about 1 month
Average time to close pull requests: about 1 month
Total issue authors: 7
Total pull request authors: 7
Average comments per issue: 1.38
Average comments per pull request: 0.63
Merged pull request: 27
Bot issues: 0
Bot pull requests: 36
Past year issues: 1
Past year pull requests: 19
Past year average time to close issues: 13 days
Past year average time to close pull requests: about 1 month
Past year issue authors: 1
Past year pull request authors: 3
Past year average comments per issue: 2.0
Past year average comments per pull request: 0.84
Past year merged pull request: 5
Past year bot issues: 0
Past year bot pull requests: 14
Top Issue Authors
- denisthenichita (2)
- harishankar1014 (1)
- oliviermarti (1)
- jjvaldes (1)
- gabosantos (1)
- ThomasMBury (1)
- alxgom (1)
Top Pull Request Authors
- pyup-bot (88)
- dependabot[bot] (36)
- ThomasMBury (6)
- energyscholar (4)
- Snaptraks (2)
- stelios-c (1)
- danielskatz (1)
Top Issue Labels
Top Pull Request Labels
- dependencies (36)
- python (23)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 484 last-month
- Total dependent packages: 0
- Total dependent repositories: 3
- Total versions: 18
- Total maintainers: 2
pypi.org: ewstools
A Python package for early warning signals (EWS) of bifurcations in time series data.
- Homepage: https://github.com/ThomasMBury/ewstools
- Documentation: https://ewstools.readthedocs.io/
- Licenses: MIT License
- Latest release: 2.1.3 (published 16 days ago)
- Last Synced: 2026-08-13T07:03:22.614Z (2 days ago)
- Versions: 18
- Dependent Packages: 0
- Dependent Repositories: 3
- Downloads: 484 Last month
-
Rankings:
- Stargazers count: 8.872%
- Dependent repos count: 8.987%
- Dependent packages count: 10.032%
- Forks count: 10.156%
- Average: 11.573%
- Downloads: 19.817%
- Maintainers (2)
Dependencies
- arch ==5.3.1
- black ==22.6.0
- numpy ==1.23.0
- pandas ==1.4.3
- pip ==22.1.2
- pytest ==7.1.2
- pytest-cov ==3.0.0
- setuptools ==62.6.0
- sphinx ==5.0.2
- twine ==4.0.1
- wheel ==0.37.1
- actions/checkout v2 composite
- actions/upload-artifact v1 composite
- openjournals/openjournals-draft-action master composite
- myst-parser *
- sphinx *
- sphinx_rtd_theme *
- actions/checkout v3 composite
- actions/setup-python v4 composite
- codecov/codecov-action v3 composite
- actions/checkout v4 composite
- actions/download-artifact v4 composite
- actions/setup-python v5 composite
- actions/upload-artifact v4 composite
- pypa/gh-action-pypi-publish release/v1 composite