Graph Neural Networks for Natural Language Processing
Slides can be downloaded from here.
- Compatible with PyTorch 1.x, TensorFlow 1.x and Python 3.x.
- Dependencies can be installed using
tf_gcn.pycontains simplified implementation of first-order approximation of GCN model proposed by Kipf et. al. (2016)
- Extensions of the same implementation for different problems:
pytorch_gcn.pyis pytorch equivalent of
tf_gcn.pyimplemented using pytorch-geometric.
- Several other examples are available here.