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Version 0.4.1

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@CamDavidsonPilon CamDavidsonPilon released this 11 Jun 12:07
· 1940 commits to master since this release
  • CoxFitter is now known as CoxPHFitter
  • refactoring some tests that used redundant data from lifelines.datasets.
  • Adding cross validation: in utils is a new k_fold_cross_validation for model selection in regression problems.
  • Change CoxPHFitter's fit method's display_output to False.
  • fixing bug in CoxPHFitter's _compute_baseline_hazard that errored when sending Series objects to
    survival_table_from_events.
  • CoxPHFitter's fit now looks to columns with too low variance, and halts NR algorithm if a NaN is found.
  • Adding a Changelog.
  • more sanitizing for the statistical tests =)