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Published May 27, 2021 | Version 0.26.0
Software Open

CamDavidsonPilon/lifelines: 0.26.0

Creators

  • 1. @wavemm
  • 2. University of North Carolina
  • 3. Kapacity
  • 4. Corridor Platforms
  • 5. Junior Principal MLE @quantumblack
  • 6. Fred Hutchinson Cancer Research Center
  • 7. Autodesk
  • 8. @seerai
  • 9. @nubank
  • 10. @IKNL
  • 11. @GoodRx
  • 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. HCA Healthcare

Description

0.26.0 - 2021-05-26 New features
  • .BIC_ is now present on fitted models.
  • CoxPHFitter with spline baseline can accept pre-computed knot locations.
  • Left censoring fitting in KaplanMeierFitter is now "expected". That is, predict always predicts the survival function (as does every other model), confidence_interval_ is always the CI for the survival function (as does every other model), and so on. In summary: the API for estimates doesn't change depending on what your censoring your dataset is.
Bug fixes
  • Fixed an annoying bug where at_risk-table label's were not aligning properly when data spanned large ranges. See merging PR for details.
  • Fixed a bug in find_best_parametric_model where the wrong BIC value was being computed.
  • Fixed regression bug when using an array as a penalizer in Cox models.

Files

CamDavidsonPilon/lifelines-0.26.0.zip

Files (10.2 MB)

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md5:d29fd3b4a4489735b6fc871d6e551bd3
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Additional details

Related works

Is supplement to
https://github.com/CamDavidsonPilon/lifelines/tree/0.26.0 (URL)