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v0.6.0

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@sebp sebp released this 07 Oct 14:05
· 911 commits to master since this release

This release adds support for numpy 1.14 and pandas up to 0.23. In addition, the new class sksurv.util.Surv makes it easier to construct a structured array from numpy arrays, lists, or a pandas data frame.

Changes:

  • Support numpy 1.14 and pandas 0.22, 0.23 (#36).
  • Enable support for cvxopt with Python 3.5+ on Windows (requires cvxopt >=1.1.9).
  • Add max_iter parameter to sksurv.svm.MinlipSurvivalAnalysis and sksurv.svm.HingeLossSurvivalSVM.
  • Fix score function of sksurv.svm.NaiveSurvivalSVM to use concordance index.
  • sksurv.linear_model.CoxnetSurvivalAnalysis now throws an exception if coefficients get too large (#47).
  • Add sksurv.util.Surv class to ease constructing a structured array (#26).