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0.2.0 - 2019-05-27

compose

datasets

  • Added datasets.fetch_bikes

feature_extraction

metrics

  • Added RollingAccuracy
  • Added RollingCrossEntropy
  • Added RollingF1
  • Added RollingLogLoss
  • Added RollingMacroF1
  • Added RollingMacroPrecision
  • Added RollingMacroRecall
  • Added RollingMAE
  • Added RollingMicroF1
  • Added RollingMicroPrecision
  • Added RollingMicroRecall
  • Added RollingMSE
  • Added RollingPrecision
  • Added RollingRecall
  • Added RollingRMSE
  • Added RollingRMSLE
  • Added RollingSMAPE

model_selection

  • Added model_selection.online_qa_score.

proba

The dist module has been renamed to proba and is now public, for the moment it contains a single distribution called proba.Gaussian.

naive_bayes

optim

tree

  • Added tree.DecisionTreeClassifier.
  • Removed tree.MondrianTreeClassifier and tree.MondrianTreeRegressor because their performance wasn't good enough.

stats

  • Added stats.AutoCorrelation.
  • Added stats.EWVar.
  • Rename stats.Variance to stats.Var and stats.RollingVariance to stats.RollingVar.

stream

utils

  • Added utils.SDFT.
  • Added utils.Skyline.
  • Renamed the window_size parameter to size in utils.Window and utils.SortedWindow.