Multivariate Time-Series Anomaly Detection with GNN.

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)

Python - 100天从新手到大师

List of tools & datasets for anomaly detection on time-series data.

Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Anomaly detection related books, papers, videos, and toolboxes