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CamDavidsonPilon/lifelines: v0.23.0

Cameron Davidson-Pilon; Jonas Kalderstam; Paul Zivich; Ben Kuhn; Andrew Fiore-Gartland; AbdealiJK; Luis Moneda; Gabriel; Daniel WIlson; Alex Parij; Kyle Stark; Steven Anton; Lilian Besson; Jona; Harsh Gadgil; Dave Golland; Sean Hussey; Ravin Kumar; Javad Noorbakhsh; Andreas Klintberg; Dylan Albrecht; dhuynh; Dmitry Medvinsky; Denis Zgonjanin; Daniel S. Katz; Daniel Chen; Christopher Ahern; Chris Fournier; Arturo Moncada-Torres; André F. Rendeiro

0.23.0 New features

  • new print_summary abstraction that allows HTML printing in Jupyter notebooks!
  • silenced some warnings.
Bug fixes
  • The "comparison" value of some parametric univariate models wasn't standard, so the null hypothesis p-value may have been wrong. This is now fixed.
  • fixed a NaN error in confidence intervals for KaplanMeierFitter
API Changes
  • To align values across models, the column names for the confidence intervals in parametric univariate models summary have changed.
  • Fixed typo in ParametricUnivariateFitter name.
  • median_ has been removed in favour of median_survival_time_.
  • left_censorship in fit has been removed in favour of fit_left_censoring.

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