CamDavidsonPilon/lifelines: v0.21.0

Published April 12, 2019 | Version v0.21.0

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. @definiens
17. @Microsoft
18. Shopify
19. PhD Student @VirginiaTech
20. IKNL
21. CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences

0.21.0 New features

weights is now a optional kwarg for parametric univariate models.
all univariate and multivariate parametric models now have ability to handle left, right and interval censored data (the former two being special cases of the latter). Users can use the fit_right_censoring (which is an alias for fit), fit_left_censoring and fit_interval_censoring.
a new interval censored dataset is available under lifelines.datasets.load_diabetes

API changes

left_censorship on all univariate fitters has been deprecated. Please use the new api model.fit_left_censoring(...).
invert_y_axis in model.plot(... has been removed.
entries property in multivariate parametric models has a new Series name: entry

Bug fixes

lifelines was silently converting any NaNs in the event vector to True. An error is now thrown instead.
Fixed an error that didn't let users use Numpy arrays in prediction for AFT models

Files

Name	Size	Download all
CamDavidsonPilon/lifelines-v0.21.0.zip md5:ffeab807a8da7addfe14b58ee51b5b91	7.9 MB	Preview Download

Is supplement to: https://github.com/CamDavidsonPilon/lifelines/tree/v0.21.0 (URL)