pygod-team/pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)

Pythonpythonmachine-learningopensourcetoolkitpytorchoutlier-detectiondeeplearningfraud-detectionsecurity-toolsanomaly-detectiongraph-neural-networksgraphmininggraph-anomaly-detection
This is stars and forks stats for /pygod-team/pygod repository. As of 02 May, 2024 this repository has 1056 stars and 109 forks.

PyGOD is a Python library for graph outlier detection (anomaly detection). This exciting yet challenging field has many key applications, e.g., detecting suspicious activities in social networks [1] and security systems [2]. PyGOD includes 10+ graph outlier detection algorithms. For consistency and accessibility, PyGOD is developed on top of PyTorch Geometric (PyG) and PyTorch, and follows the API design of PyOD. See examples below for detecting outliers with PyGOD in 5 lines! PyGOD is featured...
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