CamDavidsonPilon/lifelines: v0.20.2

Published March 21, 2019 | Version v0.20.2

Software Open

1. @neo4j
2. University of North Carolina
3. Wave
4. Fred Hutchinson Cancer Research Center
5. @nubank
6. @Esri
7. Autodesk
8. @GoodRx
9. ID Analytics
10. ENS de Cachan - Paris Saclay University
11. Berlin Institute for Medical Systems Biology
12. Bell
13. Ampion, Inc.
14. @TheJacksonLaboratory
15. Origin Rose
16. @Microsoft
17. Shopify
18. @VirginiaTech - @bi-sdal - GBCB
19. IKNL
20. CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences

0.20.2 New features

Left censoring is now supported in univariate parametric models: .fit(..., left_censorship=True). Examples are in the docs.
new dataset: lifelines.datasets.load_nh4()
Univariate parametric models now include, by default, support for the cumulative density function: .cumulative_density_, .confidence_interval_cumulative_density_, plot_cumulative_density(), cumulative_density_at_times(t).
add a lifelines.plotting.qq_plot for univariate parametric models that handles censored data.

API changes

plot_lifetimes no longer reverses the order when plotting. Thanks @vpolimenov!
The C column in load_lcd dataset is renamed to E.

Bug fixes

fixed a naming error in KaplanMeierFitter when left_censorship was set to True, plot_cumulative_density_() is now plot_cumulative_density().
added some error handling when passing in timedeltas. Ideally, users don't pass in timedeltas, as the scale is ambiguous. However, the error message before was not obvious, so we do some conversion, warn the user, and pass it through.
qth_survival_times for a truncated CDF would return np.inf if the q parameter was below the truncation limit. This should have been -np.inf

Files

Name	Size	Download all
CamDavidsonPilon/lifelines-v0.20.2.zip md5:a40e60363521aafabca41fbddde73cd7	7.4 MB	Preview Download

Is supplement to: https://github.com/CamDavidsonPilon/lifelines/tree/v0.20.2 (URL)