Awesome Deep Graph Anomaly Detection
Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contributors and boost further research in this area.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Graph Fraud Detection Papers | 1,148 | 4 months ago | ||||||||
| A curated list of graph-based fraud, anomaly, and outlier detection papers & resources | ||||||||||
| Dgfraud | 432 | 2 years ago | apache-2.0 | Python | ||||||
| A Deep Graph-based Toolbox for Fraud Detection | ||||||||||
| Awesome Deep Graph Anomaly Detection | 215 | 10 months ago | 1 | mit | ||||||
| Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contributors and boost further research in this area. | ||||||||||
| Ganf | 131 | a year ago | 3 | Python | ||||||
| Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022) | ||||||||||
| Ugfraud | 86 | 2 years ago | 8 | December 16, 2020 | apache-2.0 | Python | ||||
| An Unsupervised Graph-based Toolbox for Fraud Detection | ||||||||||
| Anograph | 68 | 4 months ago | apache-2.0 | C++ | ||||||
| Sketch-Based Anomaly Detection in Streaming Graphs | ||||||||||
| Topological Anomaly Detection | 59 | 9 years ago | 2 | bsd-3-clause | Python | |||||
| Topological Anomaly Detection (TAD) per Gartley and Basener 2009 | ||||||||||
| Spartan2 | 50 | 2 years ago | 10 | December 20, 2021 | 1 | bsd-3-clause | Python | |||
| A collection of data mining algorithms on big graphs and time series | ||||||||||
| Pymidas | 30 | 3 years ago | 1 | Python | ||||||
| Python implementation of MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams | ||||||||||
| Loudml Grafana App | 23 | 3 years ago | 21 | mit | TypeScript | |||||
| Visualization panel and datasource for Grafana to connect with Loud ML AI solution for ICT and IoT automation | ||||||||||
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