unreleased.md

Unreleased

drift

• Added FHDDM drift detector.
• Added a iter_polars function to iterate over the rows of a polars DataFrame.

neighbors

• Simplified neighbors.SWINN to avoid recursion limit and pickling issues.

decomposition

• Added decomposition.OnlineSVD class to perform Singular Value Decomposition.
• Added decomposition.OnlinePCA class to perform Principal Component Analysis.
• Added decomposition.OnlineDMD class to perform Dynamic Mode Decomposition.
• Added decomposition.OnlineDMDwC class to perform Dynamic Mode Decomposition with Control.

preprocessing

• Added preprocessing.Hankelizer class to perform Hankelization of data stream.