0.0.2 - 2019-02-13

• PyPI
• GitHub

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.