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Add meaningful multivariate subsequence search tutorial#1138

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omkar-334 wants to merge 1 commit into
stumpy-dev:mainfrom
omkar-334:topk-search-example
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Add meaningful multivariate subsequence search tutorial#1138
omkar-334 wants to merge 1 commit into
stumpy-dev:mainfrom
omkar-334:topk-search-example

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@omkar-334

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This PR adds a new tutorial inspired by Eamonn Keogh's multivariate top-k subsequence search example. The tutorial uses a self-contained synthetic sensor dataset to show why raw multivariate distances can be misleading, then demonstrates z-normalized stumpy.match and query-time channel selection for meaningful top-k matches.

Validation:

  • Executed the notebook end to end with nbconvert.
  • Rendered the tutorial to HTML.
  • Built the Sphinx docs and confirmed the new tutorial executes and renders.

Fixes #1137

@omkar-334 omkar-334 requested a review from seanlaw as a code owner June 9, 2026 03:41
@gitnotebooks

gitnotebooks Bot commented Jun 9, 2026

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Found 1 changed notebook. Review the changes at https://app.gitnotebooks.com/stumpy-dev/stumpy/pull/1138

@seanlaw

seanlaw commented Jun 9, 2026

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@omkar-334 Thank you for your PR. Please allow me some time to review and provide comments

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Meaningful Fast Top-k Subsequence Search for Multivariate Time Series

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