SurPyval: Survival Analysis with Python
SurPyval: Survival Analysis with Python - Published in JOSS (2021)
https://github.com/derrynknife/surpyval
Keywords
actuarial-science churn-prediction non-parametric parametric-distribution parametric-methods probability-plot reliability reliability-analysis reliability-engineering risk-analysis survival-analysis weibull
Last synced: 2 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can also fit distributions with 'offsets' with ease, for example the three parameter Weibull distribution.
- Host: GitHub
- URL: https://github.com/derrynknife/surpyval
- Owner: derrynknife
- License: mit
- Created: 2018-12-15T09:05:29.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2024-11-10T04:45:29.000Z (about 1 year ago)
- Last Synced: 2025-10-26T02:49:41.922Z (2 months ago)
- Topics: actuarial-science, churn-prediction, non-parametric, parametric-distribution, parametric-methods, probability-plot, reliability, reliability-analysis, reliability-engineering, risk-analysis, survival-analysis, weibull
- Language: Python
- Homepage: https://surpyval.readthedocs.io/en/latest/index.html
- Size: 23.4 MB
- Stars: 48
- Watchers: 3
- Forks: 5
- Open Issues: 19
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Contributing: docs/Contributing.rst
- License: LICENSE
- Support: docs/Support.rst
GitHub Events
Total
- Issues event: 1
- Watch event: 4
- Issue comment event: 1
- Push event: 7
- Pull request event: 1
- Create event: 2
Last Year
- Watch event: 4
- Issue comment event: 1
- Push event: 7
- Pull request event: 1
- Create event: 2
Committers metadata
Last synced: 2 months ago
Total Commits: 668
Total Committers: 7
Avg Commits per committer: 95.429
Development Distribution Score (DDS): 0.355
Commits in past year: 5
Committers in past year: 1
Avg Commits per committer in past year: 5.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Derryn Knife | d****e@g****m | 431 |
| Derryn Knife | d****e@D****l | 187 |
| Anthony Carbone | a****e@g****m | 40 |
| Knife | d****e@b****m | 3 |
| Derryn Knife | d****e@d****n | 3 |
| Dan Foreman-Mackey | f****y@g****m | 2 |
| Derryn Knife | d****e@D****y | 2 |
Committer domains:
- derryns-air.gateway: 1
- derryns-air.lan: 1
- bhp.com: 1
Issue and Pull Request metadata
Last synced: 4 months ago
Total issues: 36
Total pull requests: 15
Average time to close issues: 4 months
Average time to close pull requests: about 6 hours
Total issue authors: 9
Total pull request authors: 3
Average comments per issue: 1.69
Average comments per pull request: 0.0
Merged pull request: 5
Bot issues: 0
Bot pull requests: 0
Past year issues: 1
Past year pull requests: 3
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 1
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- derrynknife (16)
- CamDavidsonPilon (10)
- lisandrojim (4)
- scottkds (1)
- alaskamike (1)
- Scipiock (1)
- leester1690 (1)
- subha000git (1)
- jspobst (1)
Top Pull Request Authors
- derrynknife (17)
- anthonycarbone (3)
- dfm (1)
Top Issue Labels
- enhancement (7)
- good first issue (2)
- help wanted (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 13,503 last-month
- Total dependent packages: 1
- Total dependent repositories: 1
- Total versions: 24
- Total maintainers: 1
pypi.org: surpyval
A python package for survival analysis
- Homepage: https://github.com/derrynknife/SurPyval
- Documentation: https://surpyval.readthedocs.io/
- Licenses: MIT License
- Latest release: 0.10.10 (published about 3 years ago)
- Last Synced: 2025-10-26T01:34:24.191Z (2 months ago)
- Versions: 24
- Dependent Packages: 1
- Dependent Repositories: 1
- Downloads: 13,503 Last month
- Docker Downloads: 0
-
Rankings:
- Dependent packages count: 3.245%
- Stargazers count: 10.35%
- Downloads: 12.314%
- Average: 12.683%
- Forks count: 15.414%
- Dependent repos count: 22.093%
- Maintainers (1)
Dependencies
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/upload-artifact v3 composite
- lifelines ==0.27.4
- numba ==0.56.4
- numpy-indexed ==0.3.5
- reliability ==0.8.6
- black * development
- coverage * development
- flake8 * development
- flake8-pyproject * development
- mypy * development
- pre-commit * development
- pytest * development
- autograd *
- autograd_gamma *
- formulaic *
- matplotlib *
- numba *
- numpy *
- numpy_indexed *
- pandas *
- scipy *
Score: 15.661492078581066