基于IBM AMLSim 的一项完整的机器学习系统项目
- IBM AMLSim: data generation(node,edge,label);
-training set
-test set - Graph database: node & edge;
-janusgraph tinkergraph
-Neo4j
-Tigergraph - Graph feature extraction(cycle detection, page rank, EgoNet);
- ML model (XGBoost, SVM, GNN);
- Output: risk node prediction;
- VIsualization D3;