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0.15.0 - 2023-01-29

active

base

  • Fixed an issue where an estimator that has attribute a pipeline could not be cloned.
  • Added a base.DriftAndWarningDetector to clarify the difference between drift detectors that have a warning_detected property and those that don't.
  • Added MultiLabelClassifier.
  • Added MultiTargetRegressor.
  • Added drift.BinaryDriftDetector.
  • Added drift.BinaryDriftAndWarningDetector.

conf

datasets

  • Removed unnecessary Numpy usage in the synth submodule.
  • Changed np.random.RandomState to np.random.default_rng where necessary.

drift

ensemble

evaluate

feature_extraction

forest

linear_model

multiclass

  • Added a coding_method method to multiclass.OCC to control how the codes are randomly generated.

multioutput

  • Added MultiClassEncoder to convert multi-label tasks into multi-class problems.

preprocessing

rules

sketch

stats

stream

tree

  • Remove LabelCombinationHoeffdingTreeClassifier. New code should use multioutput.MulticlassEncoder instead.

utils

  • Removed artifacts from the merger.