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Published March 6, 2019 | Version v0.20.0
Software Open

CamDavidsonPilon/lifelines: v0.20.0

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

Description

Changelog 0.20.0
  • Starting with 0.20.0, only Python3 will be supported. Over 75% of recent installs where Py3.
  • Updated minimum dependencies, specifically Matplotlib and Pandas.
New features
  • smarter initialization for AFT models which should improve convergence.
API changes
  • inital_beta in Cox model's .fit is now initial_point.
  • initial_point is now available in AFT models and CoxTimeVaryingFitter
  • the DataFrame confidence_intervals_ for univariate models is transposed now (previous parameters where columns, now parameters are rows).
Bug fixes
  • Fixed a bug with plotting and check_assumptions.

Files

CamDavidsonPilon/lifelines-v0.20.0.zip

Files (7.0 MB)

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md5:b66e6dec1b9aacfe36e09d17907dbba3
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Additional details