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0.3.0 - 2019-06-23

datasets

  • Added datasets.load_chick_weights.

decomposition

  • Added decomposition.LDA.

ensemble

  • Added ensemble.HedgeRegressor.
  • Added ensemble.StackingBinaryClassifier.

metrics

  • Added metrics.FBeta
  • Added metrics.MacroFBeta
  • Added metrics.MicroFBeta
  • Added metrics.MultiFBeta
  • Added metrics.RollingFBeta
  • Added metrics.RollingMacroFBeta
  • Added metrics.RollingMicroFBeta
  • Added metrics.RollingMultiFBeta
  • Added metrics.Jaccard
  • Added metrics.RollingConfusionMatrix
  • Added metrics.RegressionMultiOutput
  • Added metrics.MCC
  • Added metrics.RollingMCC
  • Added metrics.ROCAUC
  • Renamed metrics.F1Score to metrics.F1.

multioutput

  • Added multioutput.ClassifierChain.
  • Added multioutput.RegressorChain.

optim

  • Added optim.QuantileLoss
  • Added optim.MiniBatcher.

preprocessing

  • Added preprocessing.Normalizer.

proba

  • Added proba.Multinomial.