Anomaly Detection Toolkit (ADTK)

ADTK (Anomaly Detection Toolkit) is a Python package designed for unsupervised and rule-based time series anomaly detection. It provides a modular and intuitive API, offering a collection of common detectors, transformers, and aggregators that can be combined into custom anomaly detection pipelines. Currently at version 0.6.2, ADTK aims to help users build effective models even with limited labeled historical anomaly data, with regular updates and maintenance.