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Implement Non-stationary Transformer as an imputation model #388

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merged 8 commits into from
May 7, 2024

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WenjieDu
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@WenjieDu WenjieDu commented May 7, 2024

What does this PR do?

  1. fixing Add Non-stationary Transformer #376;

Before submitting

  • This PR is made to fix a typo or improve the docs (you can dismiss the other checks if this is the case).
  • Was this discussed/approved via a GitHub issue? Please add a link to it if that's the case.
  • I have commented my code, particularly in hard-to-understand areas.
  • I have written necessary tests and already run them locally.

Add iTransformer, FreTS, FiLM
Add SaitsEmbedding, fix failed CI on macOS with Python3.7, and update docs
Fix a bug in gene_random_walk, import pyg only when initing Raindrop, and make MultiHeadAttention work with all attention operators
Refactor code, update docstring, and add README in Chinese
@WenjieDu WenjieDu changed the base branch from main to dev May 7, 2024 05:16
@WenjieDu WenjieDu closed this May 7, 2024
@WenjieDu WenjieDu reopened this May 7, 2024
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coveralls commented May 7, 2024

Pull Request Test Coverage Report for Build 8980157157

Details

  • 188 of 192 (97.92%) changed or added relevant lines in 9 files are covered.
  • No unchanged relevant lines lost coverage.
  • Overall coverage increased (+0.5%) to 82.283%

Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/imputation/nonstationary_transformer/model.py 70 74 94.59%
Totals Coverage Status
Change from base Build 8969694337: 0.5%
Covered Lines: 7979
Relevant Lines: 9697

💛 - Coveralls

@WenjieDu WenjieDu merged commit db74b02 into dev May 7, 2024
9 checks passed
@WenjieDu WenjieDu deleted the (feat)add_nonstationary_transformer branch May 7, 2024 05:37
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2 participants