CamDavidsonPilon/lifelines: v0.24.11

Published June 18, 2020 | Version v0.24.11

Software Open

1. @wavemm
2. University of North Carolina
3. University of the Pacific
4. Corridor Platforms
5. Senior Data Engineer @quantumblack
6. Fred Hutchinson Cancer Research Center
7. Autodesk
8. @Esri
9. @nubank
10. @GoodRx
11. @IKNL
12. Berlin Institute for Medical Systems Biology
13. Visa Inc.
14. École Normale Supérieure de Rennes (ENS Rennes)
15. @IBM
16. ID Analytics
17. @broadinstitute
18. Agero
19. @ihmeuw (Institute for Health Metrics and Evaluation, University of Washington)

0.24.11 - 2020-06-17 New features

new spline regression model CRCSplineFitter based on the paper "A flexible parametric accelerated failure time model" by Michael J. Crowther, Patrick Royston, Mark Clements.
new survival probability calibration tool lifelines.calibration.survival_probability_calibration to help validate regression models. Based on "Graphical calibration curves and the integrated calibration index (ICI) for survival models" by P. Austin, F. Harrell, and D. van Klaveren.

API Changes

(and bug fix) scalar parameters in regression models were not being penalized by penalizer - we now penalizing everything except intercept terms in linear relationships.

Files

Name	Size	Download all
CamDavidsonPilon/lifelines-v0.24.11.zip md5:35ad8f4c3c052326000171a927473b97	10.7 MB	Preview Download

Is supplement to: https://github.com/CamDavidsonPilon/lifelines/tree/v0.24.11 (URL)