Jian Zhang (James)'s starred repositories
graphstorm
Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.
realtime-fraud-detection-with-gnn-on-dgl
An end-to-end blueprint architecture for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.
MAXP_DGL_Graph
MAXP 命题赛 任务一：基于DGL的图机器学习任务。队伍：Graph@ICT，🥉rank6。https://www.biendata.xyz/competition/maxp_dgl/
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
PGMExplainer
Generating PGM Explanation for GNN predictions