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aeon-toolkit / aeon

A toolkit for machine learning from time series
https://aeon-toolkit.org/
BSD 3-Clause "New" or "Revised" License
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[ENH] Add FLUSS segmenter from stumpy #1693

Closed patrickzib closed 1 week ago

patrickzib commented 2 weeks ago

What does this implement/fix? Explain your changes.

This implements the FLUSS [1] segmenter.

[1] Gharghabi S, Ding Y, Yeh C-CM, Kamgar K, Ulanova L, Keogh E. Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels. In: 2017 IEEE International Conference on Data Mining (ICDM). IEEE; 2017. p. 117-26.

Does your contribution introduce a new dependency? If yes, which one?

Uses a soft-dependency to stumpy

For new estimators and functions
aeon-actions-bot[bot] commented 2 weeks ago

Thank you for contributing to aeon

I would have added the following labels to this PR based on the changes made: [ $\color{#0e8a16}{\textsf{segmentation}}$ ], however some package labels are already present.

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