A collection of important graph embedding, classification and representation learning papers with implementations.
- graph2vec
- classification-algorithm
- graph-kernels
- weisfeiler-lehman
Repository Index
67,762 visible repositories in the index
1–4 of 4 · Most stars
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
- graph-attention-networks
- attention-mechanism
- self-attention
- tensorflow
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
- graph-attention-networks
- attention-mechanism
- self-attention
- pytorch
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
- gat
- graph-attention-networks
- attention-mechanism
- self-attention