PyGOD: A Python Library for Graph Outlier Detection

arXiv:2204.12095v2 Announce Type: replace
Abstract: PyGOD is an open-source Python library for detecting outliers in graph data. As the first comprehensive library of its kind, PyGOD supports a wide array of leading graph-based methods for outlier detection under an easy-to-use, well-documented API designed for use by both researchers and practitioners. PyGOD provides modularized components of the different detectors implemented so that users can easily customize each detector for their purposes. To ease the construction of detection workflows, PyGOD offers numerous …

arxiv cs.lg cs.si detection graph library outlier python type