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TSMixer #1375

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TSMixer #1375

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jdb78
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@jdb78 jdb78 commented Sep 10, 2023

Description

This PR implements TSMixer based on TSMixer: An All-MLP Architecture for Time Series Forecasting

Checklist

  • Amended changelog for large changes (and added myself there as contributor)
  • Added/modified tests
  • Used pre-commit hooks when committing to ensure that code is compliant with hooks. Install hooks with pre-commit install.
    To run hooks independent of commit, execute pre-commit run --all-files

Make sure to have fun coding!

@jdb78 jdb78 changed the title TSMixer changelog TSMixer Sep 10, 2023
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codecov-commenter commented Sep 10, 2023

Codecov Report

Patch coverage has no change and project coverage change: -0.09% ⚠️

Comparison is base (b4ce1cf) 90.19% compared to head (10dfff8) 90.11%.
Report is 8 commits behind head on master.

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Additional details and impacted files
@@            Coverage Diff             @@
##           master    #1375      +/-   ##
==========================================
- Coverage   90.19%   90.11%   -0.09%     
==========================================
  Files          30       30              
  Lines        4714     4714              
==========================================
- Hits         4252     4248       -4     
- Misses        462      466       +4     
Flag Coverage Δ
cpu 90.11% <ø> (-0.09%) ⬇️
pytest 90.11% <ø> (-0.09%) ⬇️

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see 1 file with indirect coverage changes

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@pcgm-team
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What is the status on this?

Note there are these two implementations: https://github.com/ditschuk/pytorch-tsmixer, https://github.com/smrfeld/tsmixer-pytorch/tree/main

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3 participants