Tailai Wen: ADTK: An open-source Python toolkit for anomaly detection in... | PyData Austin 2019

“ADTK is an open-source Python toolkit for unsupervised/rule-based time series anomaly detection. Focusing on building practical models in IoT environments, the toolkit offers a set of common model components with a unified API, which includes detection algorithms (detectors), feature engineering methods (transformers), and ensemble methods (aggregators), as well as pipe classes that connect them together. It also provides several auxiliary modules for data processing, visualization, model evaluation, etc.