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v0.17.0

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@CamDavidsonPilon CamDavidsonPilon released this 11 Jan 21:43
· 1048 commits to master since this release
5d7b538

0.17.0

  • corrected behaviour in CoxPHFitter where score_ was not being refreshed on every new fit.
  • Reimplentation of AalenAdditiveFitter. There were significant changes to it:
    • implementation is at least 10x faster, and possibly up to 100x faster for some datasets.
    • memory consumption is way down
    • removed the time-varying component from AalenAdditiveFitter. This will return in a future release.
    • new print_summary
    • weights_col is added
    • nn_cumulative_hazard is removed (may add back)
  • new dataset add: multicenter_aids_cohort_study from Cole SR, Hudgens MG. Survival analysis in infectious disease research: describing events in time. AIDS. 2010;24(16):2423-31.