lifelines 0.28.0

Survival analysis in Python, including Kaplan Meier, Nelson Aalen and regression

Stars: 2279, Watchers: 2279, Forks: 548, Open Issues: 250

The CamDavidsonPilon/lifelines repo was created 10 years ago and the last code push was 1 months ago.
The project is very popular with an impressive 2279 github stars!

How to Install lifelines

You can install lifelines using pip

pip install lifelines

or add it to a project with poetry

poetry add lifelines

Package Details

Author

Cameron Davidson-Pilon

License

MIT

Homepage

https://github.com/CamDavidsonPilon/lifelines

PyPi:

https://pypi.org/project/lifelines/

GitHub Repo:

https://github.com/CamDavidsonPilon/lifelines

Classifiers

• Scientific/Engineering

Related Packages

Errors

A list of common lifelines errors.

Code Examples

Here are some lifelines code examples and snippets.

GitHub Issues

The lifelines package has 250 open issues on GitHub

• add_at_risk_counts does not work properly with adjusted/weighted Kaplan Meier curves
• At Risk from add_at_risk_counts Monotonically Decreasing with Left Truncation
• add_at_risk_counts is showing at_risk counts not at time t, but at t+1
• One of Z-score in Log Normal Fitter is reported wrongly.
• Unable to load serialized model into Python
• How to fix the error "Diagonal of the variance_matrix_ has negative values or NaNs while using Gompertz function?
• KMUnicate style of "add_at_risk_counts" does not work with weighted fit
• Set and fix coefficients of the CoxPHFitter() object

See more issues on GitHub