JOSS: https://github.com/cvs-health/langfair
ai ai-safety artificial-intelligence bias bias-detection ethical-ai fairness fairness-ai fairness-ml fairness-testing large-language-models llm llm-evaluation llm-evaluation-framework llm-evaluation-metrics python responsible-ai
Score: 15.031911808197135
Last synced: about 11 hours ago
JSON representation
Repository metadata:
LangFair is a Python library for conducting use-case level LLM bias and fairness assessments
- Host: GitHub
- URL: https://github.com/cvs-health/langfair
- Owner: cvs-health
- License: other
- Created: 2024-09-20T19:11:29.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2026-09-11T20:37:53.000Z (18 days ago)
- Last Synced: 2026-09-12T22:27:22.836Z (17 days ago)
- Topics: ai, ai-safety, artificial-intelligence, bias, bias-detection, ethical-ai, fairness, fairness-ai, fairness-ml, fairness-testing, large-language-models, llm, llm-evaluation, llm-evaluation-framework, llm-evaluation-metrics, python, responsible-ai
- Language: Python
- Homepage: https://cvs-health.github.io/langfair/
- Size: 31.5 MB
- Stars: 262
- Watchers: 4
- Forks: 47
- Open Issues: 28
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: security-insights.yml
Owner metadata:
- Name: CVS Health
- Login: cvs-health
- Email:
- Kind: organization
- Description: We are America's leading health solutions company, delivering care in ways no one else can.
- Website: https://www.cvshealth.com
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/89528242?v=4
- Repositories: 14
- Last Synced at: 2026-09-24T12:53:34.031Z
- Profile URL: https://github.com/cvs-health
GitHub Events
Total
- Create event: 110
- Delete event: 60
- Fork event: 36
- Issue comment event: 121
- Issues event: 32
- Pull request event: 333
- Pull request review comment event: 71
- Pull request review event: 119
- Push event: 301
- Release event: 18
- Watch event: 232
- Total: 1433
Last Year
- Create event: 7
- Delete event: 3
- Fork event: 2
- Issue comment event: 6
- Issues event: 3
- Pull request event: 25
- Pull request review comment event: 7
- Pull request review event: 1
- Push event: 12
- Release event: 1
- Watch event: 12
- Total: 79
Committers metadata
Last synced: 1 day ago
Total Commits: 347
Total Committers: 23
Avg Commits per committer: 15.087
Development Distribution Score (DDS): 0.522
Commits in past year: 25
Committers in past year: 4
Avg Commits per committer in past year: 6.25
Development Distribution Score (DDS) in past year: 0.6
| Name | Commits | |
|---|---|---|
| Dylan Bouchard | d****d@c****m | 166 |
| 2613037 | m****n@c****m | 37 |
| David Skarbrevik | s****k@g****m | 29 |
| Mohit Singh Chauhan | m****k@g****m | 23 |
| Travis Truman | t****t@g****m | 20 |
| Zeya Ahmad | z****1@c****u | 19 |
| Riddhimaan-Senapati | r****i@u****u | 9 |
| Viren Bajaj | B****V@a****m | 6 |
| dependabot[bot] | 4****] | 5 |
| kmadan | k****n@g****m | 4 |
| Macbook | M****k@U****l | 4 |
| Jinesh Mehta | m****s@g****m | 3 |
| Manali Joshi | j****8@g****m | 3 |
| mihir | m****1@g****m | 3 |
| Zeya Ahmad | z****d@c****m | 3 |
| Peiran Yao | p****n@u****a | 2 |
| Robb Enzmann | r****n@g****m | 2 |
| Vasistha | s****a@g****m | 2 |
| venkataseetharam | 4****m | 2 |
| virenbajaj | v****4@g****m | 2 |
| Vasistha | v****d@c****m | 1 |
| Aaron Lohner | a****r@a****u | 1 |
| satya131113 | s****3@g****m | 1 |
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 24
Total pull requests: 300
Average time to close issues: 19 days
Average time to close pull requests: 3 days
Total issue authors: 12
Total pull request authors: 24
Average comments per issue: 1.25
Average comments per pull request: 0.47
Merged pull request: 225
Bot issues: 0
Bot pull requests: 25
Past year issues: 5
Past year pull requests: 20
Past year average time to close issues: N/A
Past year average time to close pull requests: 10 days
Past year issue authors: 5
Past year pull request authors: 9
Past year average comments per issue: 0.4
Past year average comments per pull request: 0.75
Past year merged pull request: 9
Past year bot issues: 0
Past year bot pull requests: 5
Top Issue Authors
- dylanbouchard (13)
- kishanguptab (1)
- hyandell (1)
- dskarbrevik (1)
- xavieryao (1)
- emily-sexton (1)
- shaurya416 (1)
- mikee-gwu (1)
- adhabnr-ux (1)
- mehtajinesh (1)
- Mihir3 (1)
- mohitcek (1)
Top Pull Request Authors
- dylanbouchard (147)
- dependabot[bot] (25)
- mohitcek (24)
- dskarbrevik (20)
- vasisthasinghal (17)
- zeya30 (16)
- trumant (7)
- renzmann (6)
- virenbajaj (6)
- Riddhimaan-Senapati (5)
- ManaliJoshi92 (5)
- mehtajinesh (4)
- kmadan (3)
- xavieryao (2)
- eltociear (2)
Top Issue Labels
- help wanted (3)
- good first issue (2)
Top Pull Request Labels
- dependencies (25)
- python (21)
- github_actions (4)
- help wanted (1)
Package metadata
- Total packages: 2
-
Total downloads:
- pypi: 505 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 67
- Total maintainers: 1
proxy.golang.org: github.com/cvs-health/langfair
- Homepage:
- Documentation: https://pkg.go.dev/github.com/cvs-health/langfair#section-documentation
- Licenses: other
- Latest release: v0.8.0 (published 9 months ago)
- Last Synced: 2026-09-28T16:03:27.218Z (1 day ago)
- Versions: 25
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.57%
- Average: 5.756%
- Dependent repos count: 5.943%
pypi.org: langfair
LangFair is a Python library for conducting use-case level LLM bias and fairness assessments
- Homepage: https://github.com/cvs-health/langfair
- Documentation: https://cvs-health.github.io/langfair/latest/index.html
- Licenses: Apache-2.0 AND MIT
- Latest release: 1.0.0 (published almost 2 years ago)
- Last Synced: 2026-09-28T16:03:26.460Z (1 day ago)
- Versions: 42
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 505 Last month
-
Rankings:
- Dependent packages count: 10.164%
- Average: 33.684%
- Dependent repos count: 57.204%
- Maintainers (1)
Dependencies
- actions/checkout v3 composite
- actions/setup-python v4 composite
- pre-commit 3.7.1 develop
- ruff ^0.4.8 develop
- asyncio ^3.4.3
- detoxify ^0.5.2
- evaluate ^0.4.1
- langchain ^0.1.13
- langchain-openai ^0.1.6
- nltk >=3.8.2
- numpy ^1.26.4
- openai >=1.24.0,<2.0.0
- python >=3.9,<3.12
- rouge-score ^0.1.2
- sacremoses ^0.1.1
- scikit-learn ^1.4.2
- scipy ^1.10.1
- sentence-transformers ^2.7.0
- tiktoken ^0.6.0
- typing <3.10
- vadersentiment ^3.3.2
- 296 dependencies