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1. Commits on May 6, 2026

   • Update ANOD examples (#860)

     WenjieDu

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   • Add quick code examples (#858)

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2. Commits on May 5, 2026

   • fix: expose FITS in pypots.imputation pkg;

     WenjieDu

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3. Commits on May 4, 2026

   • Apply Ruff as the code formatter and linter (#854)

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   • Replace HPO framework NNI with Optuna and update CLI (#852)

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4. Commits on May 3, 2026

   • Refactor HELIX code to simplify the implemetation (#850)

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5. Commits on Apr 25, 2026

   • fix: AttributeError: module 'torch.mps' has no attribute 'is_available';

     WenjieDu

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   • Merge branch 'main' into dev

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   • test: add metric testing cases;

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   • Merge pull request #841 from shaun0927/fix/basemodel-load-weights-only

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   • test: add testing case;

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   • fix: CUDA device compatibility for Mean/Median/Lerp imputers (#820)

     haoyu-haoyu

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6. Commits on Apr 17, 2026

   • Harden BaseModel.load against unsafe torch checkpoint deserialization

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7. Commits on Mar 6, 2026

   • Add TKAN (Temporal Kolmogorov-Arnold Networks) imputation model (#809)

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8. Commits on Feb 27, 2026

   • Add SeFT as a classification model (#801)

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   • Add TimeMixer++ forecasting task support (#806)

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   • Add MixLinear as a forecasting model (#805)

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9. Commits on Jan 18, 2026

   • fix: could not convert string to float: '1.8.0';

     WenjieDu

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10. Commits on Sep 18, 2025

    • test: make channel_independence=True in forecasting TimeMixer unit tests;

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11. Commits on Jul 9, 2025

    • fix: update threading interface in testing

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12. Commits on Jul 8, 2025

    • test: add testing cases for CLAS Autoformer;

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13. Commits on Jul 7, 2025

    • test: add testing cases for CLAS PatchTST;

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14. Commits on May 17, 2025

    • feat: add testing cases for forecasting FiLM;

      WenjieDu

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    • test: add testing cases for forecasting DLinear;

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    • test: add testing cases for forecasting MICN;

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15. Commits on Apr 15, 2025

    • test: add testing cases for ANOD TimeMixer++;

      WenjieDu

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    • test: add testing cases for ANOD DLinear;

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    • test: add testing cases for ANOD SCINet;

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16. Commits on Apr 13, 2025

    • test: add testing cases for ANOD Reformer;

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17. Commits on Apr 9, 2025

    • Merge branch 'main' into main

      WenjieDu

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    • Add TSAD TimesNet

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    • test: decrease anomaly rate from 0.1 to 0.05 to avoid GPT4TS output NaNs;

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    • test: increase epochs from 5 to 10 for classification TEFN to avoid roc auc<0.5;

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    • Merge branch 'dev' into (feat)FORE_SegRNN

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    • test: increase epochs from 2 to 5 for classification TEFN and TS2Vec to avoid roc auc<0.5;

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