pygod
PyGOD is a Python library for graph outlier detection, featuring over 10 algorithms for anomaly detection in networks and security systems. Utilizing PyTorch and PyTorch Geometric bases, it provides a smooth API, comprehensive documentation, and versatile examples for node, edge, and graph-level tasks. PyGOD is designed for scalability and efficiently handles large graphs through mini-batch processing and sampling, enabling rapid outlier detection with concise code. The ongoing updates offer optimal performance and solid community backing from renowned research institutions.
