JOSS: https://github.com/camdavidsonpilon/lifelines
cox-regression data-science maximum-likelihood python reliability-analysis statistics survival-analysis
Score: 27.135433730032695
Last synced: about 4 hours ago
JSON representation
Repository metadata:
Survival analysis in Python
- Host: GitHub
- URL: https://github.com/camdavidsonpilon/lifelines
- Owner: CamDavidsonPilon
- License: mit
- Created: 2013-08-28T00:16:42.000Z (over 12 years ago)
- Default Branch: master
- Last Pushed: 2024-10-29T12:00:17.000Z (over 1 year ago)
- Last Synced: 2026-02-01T12:40:24.672Z (6 days ago)
- Topics: cox-regression, data-science, maximum-likelihood, python, reliability-analysis, statistics, survival-analysis
- Language: Python
- Homepage: lifelines.readthedocs.org
- Size: 43.1 MB
- Stars: 2,545
- Watchers: 65
- Forks: 568
- Open Issues: 282
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: .github/CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
- Citation: CITATION.cff
-
Funding:
- Github: CamDavidsonPilon
Owner metadata:
- Name: Cameron Davidson-Pilon
- Login: CamDavidsonPilon
- Email: cam.davidson.pilon@gmail.com
- Kind: user
- Description: CEO of Pioreactor. Former Director of Data Science @Shopify. Author of Bayesian Methods for Hackers and DataOrigami.
- Website: https://dataorigami.net
- Location: Waterloo, Canada
- Twitter:
- Company: @Pioreactor
- Icon url: https://avatars.githubusercontent.com/u/884032?u=d30e9ef30d20c25248f5d8acad88748d1c7a314a&v=4
- Repositories: 90
- Last Synced at: 2025-11-21T00:02:44.925Z
- Profile URL: https://github.com/CamDavidsonPilon
GitHub Events
Total
- Create event: 2
- Delete event: 1
- Fork event: 14
- Issue comment event: 35
- Issues event: 16
- Pull request event: 4
- Push event: 7
- Release event: 1
- Watch event: 151
- Total: 231
Last Year
- Fork event: 6
- Issue comment event: 18
- Issues event: 7
- Pull request event: 1
- Push event: 3
- Watch event: 98
- Total: 133
Committers metadata
Last synced: 5 days ago
Total Commits: 1,954
Total Committers: 120
Avg Commits per committer: 16.283
Development Distribution Score (DDS): 0.174
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| CamDavidsonPilon | c****n@g****m | 1614 |
| Jonas Kalderstam | j****s@k****e | 87 |
| Noah | n****h@v****m | 20 |
| Sean Reed | s****n@s****m | 12 |
| Paul Zivich | 3****h | 10 |
| Ben Kuhn | b****n@g****m | 10 |
| Mike Williamson | t****w@g****m | 8 |
| AbdealiJK | a****i@g****m | 7 |
| Andrew Gartland | a****d@g****m | 6 |
| Deepyaman Datta | d****a@u****u | 6 |
| Gabriel | g****g@g****m | 5 |
| Alex Parij | p****x@g****m | 5 |
| Vincent M | m****t@y****r | 5 |
| lgmoneda | l****a@g****m | 5 |
| Arturo Moncada-Torres | 3****s | 5 |
| Badr-MOUFAD | b****d@e****a | 4 |
| Daniel Wilson | h****l@g****m | 4 |
| Kyle | k****e@g****m | 4 |
| mathurinm | m****s@g****m | 4 |
| Jona | y****e@g****m | 3 |
| JoseLlanes | j****4@g****m | 3 |
| Karthikeyan Singaravelan | t****i@g****m | 3 |
| Miguel Sancho Peña | m****u@g****m | 3 |
| santon | s****n@i****m | 3 |
| Niels Bantilan | n****s@p****m | 3 |
| Harsh Gadgil | h****l@g****m | 3 |
| Skipper Seabold | j****d@g****m | 2 |
| Younes | u****1@g****m | 2 |
| davegolland | d****6@g****m | 2 |
| invictus2010 | j****n@g****m | 2 |
| and 90 more... | ||
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 175
Total pull requests: 50
Average time to close issues: 8 months
Average time to close pull requests: 24 days
Total issue authors: 143
Total pull request authors: 32
Average comments per issue: 2.41
Average comments per pull request: 1.4
Merged pull request: 39
Bot issues: 0
Bot pull requests: 0
Past year issues: 11
Past year pull requests: 6
Past year average time to close issues: 12 days
Past year average time to close pull requests: 2 months
Past year issue authors: 10
Past year pull request authors: 5
Past year average comments per issue: 0.91
Past year average comments per pull request: 1.0
Past year merged pull request: 3
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- CamDavidsonPilon (14)
- SurajitTest (5)
- ibobak (4)
- fkiraly (3)
- daniyalshahzad (3)
- dpellow (2)
- RSHum23 (2)
- Zethson (2)
- kyleabeauchamp (2)
- benslack19 (2)
- dominicyu04 (2)
- NickCEBM (2)
- shilet (2)
- ensley (1)
- vrishk (1)
Top Pull Request Authors
- CamDavidsonPilon (11)
- FBruzzesi (2)
- h-b-k-nishi (2)
- sbwiecko (2)
- mathematicalmichael (2)
- asarigun (2)
- Unessam (2)
- rvdinter (2)
- mathurinm (2)
- haeunhwangbo (1)
- sjcusworth (1)
- edithatogo (1)
- rocreguant (1)
- Genarito (1)
- he7d3r (1)
Top Issue Labels
- docs (10)
- bug (7)
- next minor release 🤞 (7)
- plotting (6)
- convergence issue (4)
- enhancement (4)
- Help wanted (3)
- tests (2)
- Rlang difference (2)
- installation (2)
- modelling (2)
- scikit-learn (2)
- left-censoring (1)
- better error handling (1)
- time-varying (1)
- performance (1)
Top Pull Request Labels
Package metadata
- Total packages: 5
-
Total downloads:
- pypi: 1,198,560 last-month
- Total docker downloads: 596,658
- Total dependent packages: 56 (may contain duplicates)
- Total dependent repositories: 515 (may contain duplicates)
- Total versions: 464
- Total maintainers: 2
pypi.org: lifelines
Survival analysis in Python, including Kaplan Meier, Nelson Aalen and regression
- Homepage: https://github.com/CamDavidsonPilon/lifelines
- Documentation: https://lifelines.readthedocs.io/
- Licenses: MIT
- Latest release: 0.30.0 (published over 1 year ago)
- Last Synced: 2026-02-03T21:49:18.717Z (4 days ago)
- Versions: 172
- Dependent Packages: 51
- Dependent Repositories: 506
- Downloads: 1,198,560 Last month
- Docker Downloads: 596,658
-
Rankings:
- Dependent packages count: 0.406%
- Downloads: 0.525%
- Dependent repos count: 0.642%
- Docker downloads count: 0.882%
- Average: 1.011%
- Stargazers count: 1.488%
- Forks count: 2.125%
- Maintainers (1)
proxy.golang.org: github.com/camdavidsonpilon/lifelines
- Homepage:
- Documentation: https://pkg.go.dev/github.com/camdavidsonpilon/lifelines#section-documentation
- Licenses: mit
- Latest release: v0.30.0 (published over 1 year ago)
- Last Synced: 2026-01-29T12:50:25.540Z (9 days ago)
- Versions: 116
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.594%
- Average: 5.782%
- Dependent repos count: 5.969%
proxy.golang.org: github.com/CamDavidsonPilon/lifelines
- Homepage:
- Documentation: https://pkg.go.dev/github.com/CamDavidsonPilon/lifelines#section-documentation
- Licenses: mit
- Latest release: v0.30.0 (published over 1 year ago)
- Last Synced: 2026-01-29T12:50:30.516Z (9 days ago)
- Versions: 116
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.594%
- Average: 5.782%
- Dependent repos count: 5.969%
spack.io: py-lifelines
Survival analysis was originally developed and applied heavily by the actuarial and medical community. Its purpose was to answer *why do events occur now versus later* under uncertainty (where *events* might refer to deaths, disease remission, etc.). *lifelines* is a pure Python implementation of the best parts of survival analysis.
- Homepage: https://github.com/CamDavidsonPilon/lifelines
- Licenses: []
- Latest release: 0.25.5 (published almost 4 years ago)
- Last Synced: 2026-01-29T12:52:01.701Z (9 days ago)
- Versions: 2
- Dependent Packages: 1
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Forks count: 4.002%
- Stargazers count: 5.016%
- Average: 9.271%
- Dependent packages count: 28.067%
- Maintainers (1)
conda-forge.org: lifelines
- Homepage: https://github.com/CamDavidsonPilon/lifelines
- Licenses: MIT
- Latest release: 0.27.4 (published about 3 years ago)
- Last Synced: 2026-01-29T12:50:24.668Z (9 days ago)
- Versions: 58
- Dependent Packages: 4
- Dependent Repositories: 9
-
Rankings:
- Forks count: 7.311%
- Stargazers count: 8.873%
- Average: 10.078%
- Dependent repos count: 11.627%
- Dependent packages count: 12.501%
Dependencies
- autograd >=1.3
- autograd-gamma >=0.3
- formulaic >=0.2.2
- matplotlib >=3.0
- numpy >=1.14.0
- pandas >=1.0.0
- scipy >=1.2.0
- black *
- check-wheel-contents *
- coverage >=4.4
- dill *
- flaky *
- mypy *
- pre-commit *
- prospector *
- pypandoc *
- pytest >=4.6
- pytest-cov *
- pytest-icdiff *
- scikit-learn >=0.22.0
- statsmodels *
- sybil *
- ipykernel *
- jupyter_client *
- nbconvert *
- nbsphinx *
- sphinx *
- sphinx_rtd_theme *
- dill *
- pytest-travis-fold *
- python-coveralls *
- seaborn *
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite