v0.6.0
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 tosksurv.svm.MinlipSurvivalAnalysis
andsksurv.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).