├── .coveralls.yml ├── .gitignore ├── .travis.yml ├── LICENSE ├── README.md ├── demo.py ├── doc ├── Makefile ├── make.bat └── source │ ├── algo.rst │ ├── apicheatsheet.rst │ ├── conf.py │ ├── implementedalgos.rst │ ├── index.rst │ ├── installation.rst │ ├── introduction.rst │ ├── license.rst │ ├── modules.rst │ └── utils.rst ├── install.sh ├── output └── img │ ├── Result.png │ ├── distribution.png │ ├── distribution_withoutlier.png │ ├── timeserie.png │ ├── visualize_outlierscore.png │ └── visualize_outlierscore_time.png ├── pyodds ├── __init__.py ├── algo │ ├── __init__.py │ ├── algorithm_utils.py │ ├── autoencoder.py │ ├── base.py │ ├── cblof.py │ ├── dagmm.py │ ├── hbos.py │ ├── iforest.py │ ├── knn.py │ ├── lof.py │ ├── lstmad.py │ ├── lstmencdec.py │ ├── luminolFunc.py │ ├── ocsvm.py │ ├── pca.py │ ├── robustcovariance.py │ ├── sod.py │ └── staticautoencoder.py ├── automl │ ├── __init__.py │ ├── cash.py │ └── config_space.py └── utils │ ├── __init__.py │ ├── importAlgorithm.py │ ├── plotUtils.py │ └── utilities.py ├── requirements.txt ├── setup.py └── test ├── IOTest ├── run_time_comparison.py ├── run_time_pandas.py ├── run_time_pandas_query.py └── run_time_query.py ├── demo.py └── pyodds ├── function_api_test.py └── io_api_test.py /.coveralls.yml: -------------------------------------------------------------------------------- 1 | repo_token: Ith6IetHDTkx7oDOscKriE3oizzmykUWE 2 | service_name: travis-ci 3 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datamllab/pyodds/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datamllab/pyodds/HEAD/.travis.yml 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