/GraphNeuralNetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

Primary LanguagePythonMIT LicenseMIT

Graph Neural Network

Method

Model Paper Note
GCN [ICLR 2017]Semi-Supervised Classification with Graph Convolutional Networks 【Graph Neural Network】GCN：算法原理，实现和应用
GraphSAGE [NIPS 2017]Inductive representation learning on large graphs 【Graph Neural Network】GraphSAGE：算法原理，实现和应用
GAT [ICLR 2018]Graph Attention Nerworks

How to run examples

  1. clone the repo and use pip install -r requirements.txt to setup the operating environment.
  2. run following commands
cd gnn
python run_gcn_cora.py
python run_graphsage_cora.py
python run_gat_cora.py

DisscussionGroup

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