A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
v<1.1.3>, <02/07/2024> -- Minor fix for SUOD changes.
v<1.1.2>, <11/17/2023> -- Massive documentation optimization. v<1.1.2>, <11/17/2023> -- Fix the issue of contamination. v<1.1.2>, <11/17/2023> -- KPCA bug fix (#494).
v<1.1.1>, <07/03/2023> -- Bump up sklearn requirement and some hot fixes. v<1.1.1>, <10/24/2023> -- Add deep isolation forest (#506)
v<1.0.9>, <03/19/2023> -- Hot fix for errors in ECOD and COPOD due to the issue of scipy. v<1.1.0>, <06/19/2023> -- Further integration of PyThresh.
v<1.0.8>, <03/08/2023> -- Improve clone compatibility (#471). v<1.0.8>, <03/08/2023> -- Add QMCD detector (#452). v<1.0.8>, <03/08/2023> -- Optimized ECDF and drop Statsmodels dependency (#467).
v<1.0.7>, <12/14/2022> -- Enable automatic thresholding by pythresh (#454).
v<1.0.6>, <09/23/2022> -- Update ADBench benchmark for NeruIPS 2022. v<1.0.6>, <10/23/2022> -- ADD KPCA.
v<1.0.5>, <07/29/2022> -- Import optimization. v<1.0.5>, <08/27/2022> -- Code optimization. v<1.0.5>, <09/14/2022> -- Add ALAD.
AnoGAN is too slow to run. Consider a removal or refactoring.
v<1.0.4>, <07/29/2022> -- General improvement of code quality and test coverage. v<1.0.4>, <07/29/2022> -- Add LUNAR (#413). v<1.0.4>, <07/29/2022> -- Add LUNAR (#415).
v<1.0.3>, <06/27/2022> -- Change default generation to new behaviors (#409). v<1.0.3>, <07/04/2022> -- Add AnoGAN (#412).