hildensia/bayesian_changepoint_detection

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

Merlion: A Machine Learning Framework for Time Series Intelligence

ruptures: change point detection in Python

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

Evaluation Tool for Anomaly Detection Algorithms on Time Series

Automatic extraction of relevant features from time series:

Temporal online machines: streaming anomaly detection with calibrated p-values, built on skaters

A toolkit for time series machine learning and deep learning

STUMPY is a powerful and scalable Python library for modern time series analysis