imayachita / Graph_Convolutional_Networks_Node_Classification

38 stars 28 forks source link

Graph_Convolutional_Networks_Node_Classification

Training Graph Convolutional Networks for Node Classification task.

Run pip install -r requirements.txt to install the requirements.

References:
[1] T. Kipf and M. Welling, Semi-Supervised Classification with Graph Convolutional Networks (2017). arXiv preprint arXiv:1609.02907. ICLR 2017
[2] https://github.com/danielegrattarola/spektral/blob/master/examples/node_prediction/citation_gcn.py
[3] https://linqs.soe.ucsc.edu/data
[4] D. Grattarola and C. Alippi, Graph Neural Networks in TensorFlow and Keras with Spektral (2020). arXiv:2006.12138. ICML 2020 - GRL+ Workshop