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0.1.0 - 2019-05-08

base

  • Removed the fit_predict_one estimator method.
  • Removed the fit_predict_proba_one estimator method.
  • Removed the fit_transform_one estimator method.

compat

compose

datasets

  • Added datasets.fetch_electricity.

dummy

feature_extraction

feature_selection

impute

  • Added impute.StatImputer.
  • Removed impute.CategoricalImputer.
  • Removed impute.NumericImputer.

linear_model

metrics

optim

  • Added optim.OptimalLR.
  • Added optim.CrossEntropy.
  • Removed optim.PassiveAggressiveI.
  • Removed optim.PassiveAggressiveII.

preprocessing

stats

  • Added stats.Covariance.
  • Added stats.PearsonCorrelation.
  • Added stats.SmoothMean.

utils

  • Added utils.check_estimator.
  • Added utils.Histogram.
  • Added utils.SortedWindow.
  • Added utils.Window.