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Add Crossformer, Autoformer, PatchTST, DLinear, ETSformer, FEDformer as imputation models #331

Merged
merged 16 commits into from
Apr 1, 2024
Merged

Add Crossformer, Autoformer, PatchTST, DLinear, ETSformer, FEDformer as imputation models #331

merged 16 commits into from
Apr 1, 2024

Commits on Mar 29, 2024

  1. refactor: refactor PatchTST code;

    @WenjieDu
    WenjieDu committed Mar 29, 2024
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  2. feat: add DLinear as an imputation model;

    @WenjieDu
    WenjieDu committed Mar 29, 2024
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Commits on Mar 30, 2024

  1. docs: add references for Autoformer, PatchTST, and TimesNet;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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  2. feat: add ETSformer as an imputation model;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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  3. Merge pull request #327 from WenjieDu/(feat)add_dlinear 

    Add DLinear as an imputation model
    @WenjieDu
    WenjieDu authored Mar 30, 2024
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  4. refactor: remove unused modules in ETSformer;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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  5. depen: add einops as an dependency;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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  6. Merge pull request #328 from WenjieDu/(feat)add_etsformer 

    Add ETSformer as an imputation model
    @WenjieDu
    WenjieDu authored Mar 30, 2024
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  7. feat: add Crossformer as an imputation model;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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  8. Merge pull request #329 from WenjieDu/(feat)add_crossformer 

    Add Crossformer as an imputation model
    @WenjieDu
    WenjieDu authored Mar 30, 2024
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  9. feat: add FEDformer as an imputation model;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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  10. fix: Fourier version FEDformer does not work for now, use Wavelets;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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  11. depen: add sympy as a dependency;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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  12. docs: update the docs;

    @WenjieDu
    WenjieDu committed Mar 30, 2024
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Commits on Apr 1, 2024

  1. Merge pull request #330 from WenjieDu/(feat)add_fedformer 

    Add FEDformer as an imputation model
    @WenjieDu
    WenjieDu authored Apr 1, 2024
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  2. test: make the FEDformer model for testing smaller to speed up;

    @WenjieDu
    WenjieDu committed Apr 1, 2024
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