Unreleased

datasets

• Fixed download in Insects dataset. The datasets incremental_abrupt_imbalanced, incremental_imbalanced, incremental_reoccurring_imbalanced and out-of-control are not supported anymore.
• Refactored benchmarks and added plotly dependency for interactive plots

stats

• Added update_many method to stats.PearsonCorr.
• Changed the calculation of the Kuiper statistic in base.KolmogorovSmirnov to correspond to the reference implementation. The Kuiper statistic uses the difference between the maximum value and the minimum value.

tree

• Added handling for division by zero in tree.hoeffding_tree for leaf size estimation.