CamDavidsonPilon/lifelines: v0.14

Published March 4, 2018 | Version v0.14.0

Software Open

1. Shopify
2. @neo4j
3. Wave
4. Fred Hutchinson Cancer Research Center
5. ID Analytics
6. ENS de Cachan - Paris Saclay University
7. Berlin Institute for Medical Systems Biology
8. Bell
9. Ampion, Inc.
10. Econdb
11. @arenadotio
12. @lytics
13. Axelspace
14. IRIC | Plateforme de bioinformatique
15. ThinkTopic
16. @Microsoft
17. Virginia Tech - @bi-sdal - GBCB
18. CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences

adding plot_covariate_groups to CoxPHFitter to visualize what happens to survival as we vary a covariate, all else being equal.
utils functions like qth_survival_times and median_survival_times now return the transpose of the DataFrame compared to previous version of lifelines. The reason for this is that we often treat survival curves as columns in DataFrames, and functions of the survival curve as index (ex: KaplanMeierFitter.survivalfunction returns a survival curve at time t).
KaplanMeierFitter.fit and NelsonAalenFitter.fit accept a weights vector that can be used for pre-aggregated datasets. See this issue.
Convergence errors now return a custom ConvergenceWarning instead of a RuntimeWarning
New checks for complete separation in the dataset for regressions.

Files

Name	Size	Download all
CamDavidsonPilon/lifelines-v0.14.0.zip md5:14e6a4e14bfabe363b9f3d08d32359eb	3.6 MB	Preview Download

Is supplement to: https://github.com/CamDavidsonPilon/lifelines/tree/v0.14.0 (URL)