Here is very simple example of training TransE model on WordNet18RR dataset. We will use the same hyperparameters as in the original paper.
The results achieved: Hits@10: 0.35, Mean rank: 4103.54
In case of errors during downloading torch-geometric related libraries use: https://pytorch-geometric.readthedocs.io/en/latest/notes/installation.html