aeon-toolkit / aeon

A toolkit for machine learning from time series
https://aeon-toolkit.org/
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[ENH] Time Series Segmentation Benchmark + Human Activity Segmentation Challenge data loaders #1755

Closed ermshaua closed 1 day ago

ermshaua commented 2 days ago

What does this implement/fix? Explain your changes.

I added data loaders for the time series segmentation benchmark (TSSB) [1] and human activity segmentation challenge data sets [2].

[1] Arik Ermshaus, Patrick Schäfer, Ulfer Leser: ClaSP: parameter-free time series segmentation. Data Mining and Knowledge Discovery, 2023, DOI:10.1007/s10618-023-00923-x.

[2] Arik Ermshaus, Patrick Schäfer, Anthony Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski: Human Activity Segmentation Challenge @ ECML/PKDD’23. AALTD@ECML, 2023, DOI:10.1007/978-3-031-49896-1_1.

aeon-actions-bot[bot] commented 2 days ago

Thank you for contributing to aeon

I have added the following labels to this PR based on the title: [ $\color{#FEF1BE}{\textsf{enhancement}}$ ]. I have added the following labels to this PR based on the changes made: [ $\color{#0B1D38}{\textsf{datasets}}$ ]. Feel free to change these if they do not properly represent the PR.

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ermshaua commented 1 day ago

Thanks @patrickzib for the review. I pushed the requested changes.

patrickzib commented 1 day ago

LGTM, @TonyBagnall ? @MatthewMiddlehurst ?

TonyBagnall commented 1 day ago

excellent!

TonyBagnall commented 1 day ago

I'll take a closer look later, but all looks fine to me

ermshaua commented 1 day ago

LGTM, could I put them on tsc.com to load from?

Sure @TonyBagnall, please go ahead! :-)