JOSS: https://github.com/fzi-forschungszentrum-informatik/TSInterpret
counterfactual-explanations explainable-ai explainable-artificial-intelligence explainable-ml feature-attribution interpretability interpretable-machine-learning interpretable-ml time-series
Score: 7.187657164114956
Last synced: about 9 hours ago
JSON representation
Repository metadata:
An Open-Source Library for the interpretability of time series classifiers
- Host: GitHub
- URL: https://github.com/fzi-forschungszentrum-informatik/TSInterpret
- Owner: fzi-forschungszentrum-informatik
- License: bsd-3-clause
- Created: 2022-08-15T08:29:14.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2025-11-19T09:23:59.000Z (7 months ago)
- Last Synced: 2026-06-10T18:03:50.812Z (12 days ago)
- Topics: counterfactual-explanations, explainable-ai, explainable-artificial-intelligence, explainable-ml, feature-attribution, interpretability, interpretable-machine-learning, interpretable-ml, time-series
- Language: Python
- Homepage:
- Size: 200 MB
- Stars: 142
- Watchers: 2
- Forks: 19
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Zenodo: .zenodo.json
Owner metadata:
- Name: FZI Forschungszentrum Informatik
- Login: fzi-forschungszentrum-informatik
- Email: github@fzi.de
- Kind: organization
- Description: FZI Research Center for Information Technology
- Website: http://www.fzi.de
- Location: Karlsruhe, Germany
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/8257565?v=4
- Repositories: 93
- Last Synced at: 2024-10-31T11:04:14.354Z
- Profile URL: https://github.com/fzi-forschungszentrum-informatik
GitHub Events
Total
- Create event: 2
- Delete event: 1
- Fork event: 8
- Issue comment event: 3
- Issues event: 2
- Pull request event: 4
- Push event: 5
- Release event: 1
- Watch event: 21
- Total: 47
Last Year
- Fork event: 2
- Push event: 1
- Watch event: 5
- Total: 8
Committers metadata
Last synced: 5 days ago
Total Commits: 447
Total Committers: 9
Avg Commits per committer: 49.667
Development Distribution Score (DDS): 0.103
Commits in past year: 2
Committers in past year: 1
Avg Commits per committer in past year: 2.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Jacqueline Hoellig | h****g@f****e | 401 |
| Cedric Kulbach | 4****c | 21 |
| Bela | 6****7 | 9 |
| kulbach | k****h@f****e | 6 |
| github-actions[bot] | 4****] | 3 |
| Cedric Kulbach | c****c@g****m | 3 |
| Britta Westner | b****r@g****m | 2 |
| Durande KAMGA | 5****x | 1 |
| Rishabh Agrahari | r****i@t****m | 1 |
Issue and Pull Request metadata
Last synced: 9 months ago
Total issues: 38
Total pull requests: 39
Average time to close issues: 29 days
Average time to close pull requests: about 6 hours
Total issue authors: 18
Total pull request authors: 8
Average comments per issue: 2.45
Average comments per pull request: 0.36
Merged pull request: 31
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 6
Past year average time to close issues: N/A
Past year average time to close pull requests: about 9 hours
Past year issue authors: 0
Past year pull request authors: 4
Past year average comments per issue: 0
Past year average comments per pull request: 0.33
Past year merged pull request: 4
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- ulf1 (6)
- LbzSteven (5)
- hugo-rddi (5)
- JHoelli (3)
- HaoWenJohn (2)
- shrezaei (2)
- JanaSw (2)
- R-Z78 (2)
- marreapato (2)
- hfakih96 (1)
- madarax64 (1)
- john2choi (1)
- AlexisTabin (1)
- niruc100 (1)
- alitirmizi23 (1)
Top Pull Request Authors
- JHoelli (28)
- belaboe97 (4)
- kndbvortex (2)
- james-sexton96 (1)
- britta-wstnr (1)
- kulbachcedric (1)
- pyaf (1)
- guptaaditya746 (1)
Top Issue Labels
- bug (3)
- enhancement (1)
Top Pull Request Labels
Dependencies
- ipykernel * develop
- backcall ==0.2.0 develop
- debugpy ==1.6.3 develop
- decorator ==5.1.1 develop
- entrypoints ==0.4 develop
- ipykernel ==6.16.2 develop
- ipython ==7.34.0 develop
- jedi ==0.18.1 develop
- jupyter-client ==7.4.4 develop
- jupyter-core ==4.11.2 develop
- matplotlib-inline ==0.1.6 develop
- nest-asyncio ==1.5.6 develop
- packaging ==21.3 develop
- parso ==0.8.3 develop
- pexpect ==4.8.0 develop
- pickleshare ==0.7.5 develop
- prompt-toolkit ==3.0.31 develop
- psutil ==5.9.3 develop
- ptyprocess ==0.7.0 develop
- pygments ==2.13.0 develop
- pyparsing ==3.0.9 develop
- python-dateutil ==2.8.2 develop
- pyzmq ==24.0.1 develop
- setuptools ==65.5.0 develop
- six ==1.16.0 develop
- tornado ==6.2 develop
- traitlets ==5.5.0 develop
- wcwidth ==0.2.5 develop
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- actions/cache v2 composite
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