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0.0.2 - 2019-02-13

compat

  • Added sklearn wrappers.

ensemble

  • Added ensemble.HedgeClassifier.

feature_selection

  • Added feature_selection.RandomDiscarder.

feature_extraction

  • Added feature_extraction.TargetEncoder.

impute

  • Added impute.NumericImputer.

optim

  • Added optim.AbsoluteLoss.
  • Added optim.HingeLoss.
  • Added optim.EpsilonInsensitiveHingeLoss.

stats

  • Added stats.NUnique.
  • Added stats.Min.
  • Added stats.Max.
  • Added stats.PeakToPeak.
  • Added stats.Kurtosis.
  • Added stats.Skew.
  • Added stats.Sum.
  • Added stats.EWMean.
  • Made sure the running statistics produce the same results as pandas.DataFrame.rolling method.