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Updated derivation with improved numerical stability - #1180

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seanlaw wants to merge 2 commits into
stumpy-dev:mainfrom
seanlaw:updated_matrix_profile_derivation
Open

Updated derivation with improved numerical stability#1180
seanlaw wants to merge 2 commits into
stumpy-dev:mainfrom
seanlaw:updated_matrix_profile_derivation

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@seanlaw

@seanlaw seanlaw commented Aug 12, 2026

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Pull Request Checklist

Below is a simple checklist but please do not hesitate to ask for assistance!

  • Read our Contributing Guide
  • Referenced a Github issue (or create one if one doesn't already exist)
  • Read and reviewed all of the comments in the Github issue that you've referenced (along with cross-referenced issues/pull requests) to ensure that the issue still requires a pull request
  • Checked that the issue has not already been assigned to anybody else or is already being addressed in another pull request
  • Left a meaningful comment on the original Github issue to discuss the detailed approach for your contribution and received confirmation from the maintainers before proceeding with this pull request
  • Forked, cloned, and checked out the newest version of the code
  • Created a new branch
  • Made necessary code changes
  • Installed black (i.e., python -m pip install black or conda install -c conda-forge black)
  • Installed flake8 (i.e., python -m pip install flake8 or conda install -c conda-forge flake8)
  • Installed pytest-cov (i.e., python -m pip install pytest-cov or conda install -c conda-forge pytest-cov)
  • Ran black --exclude=".*\.ipynb" --extend-exclude=".venv" --diff ./ in the root stumpy directory
  • Ran flake8 --extend-exclude=.venv ./ in the root stumpy directory
  • Ran ./setup.sh dev && ./test.sh in the root stumpy directory and ensured that all tests are passing locally
  • Check this box if AI code assistance was used to generate 15%+ of the code in this pull request

Please do not commit any code to avoid/circumvent a failing test and, instead, engage in a discussion (below) to determine the best course of action.

Only request a review after the checklist above is fully completed!

@gitnotebooks

gitnotebooks Bot commented Aug 12, 2026

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Found 1 changed notebook. Review the changes at https://app.gitnotebooks.com/stumpy-dev/stumpy/pull/1180

@seanlaw
seanlaw requested a review from NimaSarajpoor August 12, 2026 00:51
@seanlaw

seanlaw commented Aug 12, 2026

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@NimaSarajpoor Would you mind taking a look when you have some time? Thanks in advance!

You may need to download the file in order to get the LaTex to render properly

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