Popular GitHub Repositories for Anomaly Detection Algorithm

An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection

[CIKM 2021] A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning".

Anomaly detection method that incorporates multi-scale features to sparse coding

An official source code for paper "Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning", accepted by ACM MM 2023.

Anomaly Detection deployed on machine data dataset for Predictive Maintenance

Methodology for anomaly detection on multivariate streams using path signatures and the variance norm.

Official implementation of our research paper. DOI: 10.1109/JIOT.2024.3360882