├── .github └── workflows │ └── tests-build.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── CHANGELOG.md ├── Cargo.lock ├── Cargo.toml ├── README.md ├── docs ├── contributing.md ├── gen_ref_pages.py └── index.md ├── mkdocs.yaml ├── notebooks ├── dtw.ipynb ├── fourier_decomposition.ipynb ├── kaboudan.ipynb ├── mann-kendall.ipynb ├── scum.ipynb ├── seasonal_decompose_metrics.ipynb └── seasonal_decomposition.ipynb ├── polars_ts ├── __init__.py ├── decomposition │ ├── __init__.py │ ├── fourier_decomposition.py │ ├── seasonal_decompose_features.py │ └── seasonal_decomposition.py ├── metrics │ ├── __init__.py │ └── kaboudan.py └── models │ ├── __init__.py │ └── scum.py ├── pyproject.toml ├── src ├── ddtw.rs ├── dtw.rs ├── dtw_extended.rs ├── dtw_multi.rs ├── lib.rs ├── mann_kendall.rs ├── msm.rs ├── msm_multi.rs └── wdtw.rs ├── tests ├── test_fourier_decomposition.py ├── test_kaboudan.py ├── test_seasonal_decomposition.py └── test_seasonal_decomposition_features.py └── uv.lock 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