thedatumorg/TSB-AD

Evaluation Tool for Anomaly Detection Algorithms on Time Series

Learn time-series anomaly detection from z-scores to state-of-the-art deep models: runnable notebooks, honest evaluation, real-world case studies.

A curated list of papers & resources on anomaly detection foundation models using large language model, vision-language model, graph foundation model, time series foundation model, etc

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

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

Anomaly Detection for time series data

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.

Merlion: A Machine Learning Framework for Time Series Intelligence

Unsupervised time series anomaly detection library