Shenweichen GraphNeuralNetwork Save

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

Project README

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 with python>=3.6.
  2. run following commands
cd gnn
python run_gcn_cora.py
python run_graphsage_cora.py
python run_gat_cora.py

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Open Source Agenda is not affiliated with "Shenweichen GraphNeuralNetwork" Project. README Source: shenweichen/GraphNeuralNetwork
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