Graph Neural Networks (GNN)

This repository reimplements the most popular graph neural network architectures.

Implemented GNN Architectures & Features

• Graph Convolutional Neural Network (GCN)
• Graph Attention Network (GAT) and (GATv2)
• Graph U-Network (Graph-UNet)
• Principal Neighborhood Aggregation for Graph Nets (PNA Graph Nets)
• Wrapper for training and evaluating GNNs on graph datasets