How to train a GCN with multiple graphs based on all the nodes in all those graphs having labels

[harirRzi]

Hello. I have multiple graphs, each node in it has features and the related labels and the edges also have features. I want to divide these graphs to be 50% as training and 50% as testing and in training, I want to input these graphs to GCN and in test I want to input the rest of graphs and find the node labels for each of those graphs in test part. In the examples I saw you either use the label for the whole graph or you will train the GCN with one graph based on some nodes that have labels and guess what will be the labels of test nodes. But, I haven't seen any example similar to my work.