CamDavidsonPilon/lifelines: v0.22.1

Published July 14, 2019 | Version v0.22.1

Software Open

1. University of North Carolina
2. @wavemm
3. Fred Hutchinson Cancer Research Center
4. @nubank
5. @Esri
6. Autodesk
7. @GoodRx
8. ID Analytics
9. ENS de Cachan - Paris Saclay University
10. Berlin Institute for Medical Systems Biology
11. Bell
12. Ampion, Inc.
13. @TheJacksonLaboratory
14. @Microsoft
15. Shopify
16. PhD Student @VirginiaTech
17. Oncora Medical
18. @IKNL
19. CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences

0.22.1 New features

New univariate model, GeneralizedGammaFitter. This model contains many sub-models, so it is a good model to check fits.
added a warning when a time-varying dataset had instantaneous deaths.
added a initial_point option in univariate parametric fitters.
initial_point kwarg is present in parametric univariate fitters .fit
event_table is now an attribute on all univariate fitters (if right censoring)
improvements to lifelines.utils.gamma

API changes

In AFT models, the column names in confidence_intervals_ has changed to include the alpha value.
In AFT models, some column names in .summary and .print_summary has changed to include the alpha value.
In AFT models, some column names in .summary and .print_summary includes confidence intervals for the exponential of the value.

Bug fixes

when using censors_show in plotting functions, the censor ticks are now reactive to the estimate being shown.
fixed an overflow bug in KaplanMeierFitter confidence intervals
improvements in data validation for CoxTimeVaryingFitter

Files

Name	Size	Download all
CamDavidsonPilon/lifelines-v0.22.1.zip md5:6514a19c16e3323682747ac675773194	9.6 MB	Preview Download

Is supplement to: https://github.com/CamDavidsonPilon/lifelines/tree/v0.22.1 (URL)