How to train an adjacency matrix that can be automatically updated?

[finquick]

Due to the difficulty in designing the graph, I want to design an adjacency matrix that can be automatically updated. However, since it was converted into a set of edges during the process, the adjacency matrix cannot be updated automatically. How can this be solved using the PyG framework?thanks！