├── .idea ├── GNNs-for-Link-Prediction.iml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── vcs.xml └── workspace.xml ├── README.md ├── data ├── CiteSeer │ ├── processed │ │ ├── data.pt │ │ ├── pre_filter.pt │ │ └── pre_transform.pt │ └── raw │ │ ├── ind.citeseer.allx │ │ ├── ind.citeseer.ally │ │ ├── ind.citeseer.graph │ │ ├── ind.citeseer.test.index │ │ ├── ind.citeseer.tx │ │ ├── ind.citeseer.ty │ │ ├── ind.citeseer.x │ │ └── ind.citeseer.y └── Cora │ ├── processed │ ├── data.pt │ ├── pre_filter.pt │ └── pre_transform.pt │ └── raw │ ├── ind.cora.allx │ ├── ind.cora.ally │ ├── ind.cora.graph │ ├── ind.cora.test.index │ ├── ind.cora.tx │ ├── ind.cora.ty │ ├── ind.cora.x │ └── ind.cora.y ├── heterogeneous ├── han.py ├── hgt.py └── rgcn.py ├── homogeneous ├── gat.py ├── gcn.py ├── node2vec.py └── sage.py ├── models.py ├── models ├── gat.pkl ├── gcn.pkl ├── han.pkl ├── hgt.pkl ├── node2vec_embedding.pt ├── rgcn.pkl └── sage.pkl ├── pytorchtools.py └── util.py 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