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UPDATE: release notes on decomposition and preprocessing
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MarekWadinger committed Mar 6, 2024
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## 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.

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