microprediction/timemachines

🌊 Online machine learning in Python

Merlion: A Machine Learning Framework for Time Series Intelligence

Real-time anomaly detection for time series metrics. 11 years of production anomaly detection evolution. Multi-algorithm ensembles. Pattern recognition using semi-supervised and unsupervised learning. Correlation analysis. Learns and gets better over time. No GPU required, can run on a VPS.

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

A python library for user-friendly forecasting and anomaly detection on time series.

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

Unsupervised time series anomaly detection library

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

A toolkit for time series machine learning and deep learning