├── .devcontainer └── devcontainer.json ├── .dockerignore ├── .github └── workflows │ ├── lint.yml │ └── test.yml ├── .gitignore ├── Dockerfile ├── LICENSE ├── Makefile ├── README.md ├── docs ├── Makefile ├── make.bat ├── source │ ├── conf.py │ ├── index.rst │ ├── static │ │ └── oats.png │ ├── userguide.rst │ └── userguide │ │ ├── 101.md │ │ └── installation.md └── templates │ ├── module.rst_t │ └── package.rst_t ├── oats ├── __init__.py ├── _data │ ├── __init__.py │ ├── base.py │ └── ucrdata.py ├── _utils │ ├── __init__.py │ ├── dlutils.py │ ├── utils.py │ └── visualizer.py ├── generator │ ├── __init__.py │ ├── _base.py │ └── univariate_wave.py ├── models │ ├── __init__.py │ ├── _base.py │ ├── _darts_model.py │ ├── _darts_simple.py │ ├── _pyod_model.py │ ├── distance │ │ ├── __init__.py │ │ ├── iforest.py │ │ └── matrixprofile.py │ ├── predictive │ │ ├── __init__.py │ │ ├── arima.py │ │ ├── fluxev.py │ │ ├── lightgbm.py │ │ ├── ma.py │ │ ├── nbeats.py │ │ ├── nhits.py │ │ ├── randomforest.py │ │ ├── regression.py │ │ ├── rnn.py │ │ ├── tcn.py │ │ ├── tft.py │ │ └── transformer.py │ ├── reconstruction │ │ ├── __init__.py │ │ ├── tranad.py │ │ └── vae.py │ └── rule_based │ │ ├── __init__.py │ │ └── quantile.py ├── preprocessor │ ├── __init__.py │ ├── _base.py │ └── spectral_residual.py ├── scorer │ ├── .spot.py.swp │ ├── __init__.py │ ├── _base.py │ ├── qualitative_metrics.py │ └── supervised_scorer.py └── threshold │ ├── __init__.py │ ├── _base.py │ ├── jenks.py │ ├── pot.py │ ├── quantile.py │ └── spot.py ├── pyproject.toml ├── scripts ├── download_nasa.sh ├── download_skab.sh ├── download_ucr.sh ├── predictive_exp.py ├── run1.sh ├── run2.sh ├── run3.sh ├── run_predictive_experiments.sh ├── run_predictive_subset.sh └── run_predictive_subset2.sh ├── static ├── example-sine_wave.png └── oats.png ├── tests ├── __init__.py ├── conftest.py ├── test_generator.py ├── test_models.py ├── test_preprocessor.py ├── test_scorer.py └── test_threshold.py └── uv.lock 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