This repository collects implementations, papers, tutorials, and resources related to Graph Convolutional Networks (GCN) and Graph Attention Networks (GAT). It links to foundational implementations like tkipf/gcn and PetarV-/GAT across multiple frameworks including TensorFlow, Keras, and PyTorch, along with improved variants like deep_gcns and edge-attention models.