├── ExperimentTwoAllGeomGCN_runs.txt ├── ExperimentTwoAll_results.csv ├── ExperimentTwoPairs_results.csv ├── NewTableThreeGAT_runs.txt ├── NewTableThreeGCN_runs.txt ├── NewTableThreeGeomGCN_runs.txt ├── README.md ├── data ├── 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 ├── 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 ├── ind.pubmed.allx ├── ind.pubmed.ally ├── ind.pubmed.graph ├── ind.pubmed.test.index ├── ind.pubmed.tx ├── ind.pubmed.ty ├── ind.pubmed.x └── ind.pubmed.y ├── embedding_method_combinations_all ├── outf_nodes_relation_chameleonall_embedding_methods.txt ├── outf_nodes_relation_citeseerall_embedding_methods.txt ├── outf_nodes_relation_coraall_embedding_methods.txt ├── outf_nodes_relation_cornellall_embedding_methods.txt ├── outf_nodes_relation_texasall_embedding_methods.txt └── outf_nodes_relation_wisconsinall_embedding_methods.txt ├── new_data ├── cornell │ ├── out1_graph_edges.txt │ └── out1_node_feature_label.txt ├── film │ ├── out1_graph_edges.txt │ └── out1_node_feature_label.txt ├── texas │ ├── out1_graph_edges.txt │ └── out1_node_feature_label.txt └── wisconsin │ ├── out1_graph_edges.txt │ └── out1_node_feature_label.txt ├── preview.PNG ├── splits ├── chameleon_split_0.6_0.2_0.npz ├── chameleon_split_0.6_0.2_1.npz ├── chameleon_split_0.6_0.2_2.npz ├── chameleon_split_0.6_0.2_3.npz ├── chameleon_split_0.6_0.2_4.npz ├── chameleon_split_0.6_0.2_5.npz ├── chameleon_split_0.6_0.2_6.npz ├── chameleon_split_0.6_0.2_7.npz ├── chameleon_split_0.6_0.2_8.npz ├── chameleon_split_0.6_0.2_9.npz ├── citeseer_split_0.6_0.2_0.npz ├── citeseer_split_0.6_0.2_1.npz ├── citeseer_split_0.6_0.2_2.npz ├── citeseer_split_0.6_0.2_3.npz ├── citeseer_split_0.6_0.2_4.npz ├── citeseer_split_0.6_0.2_5.npz ├── citeseer_split_0.6_0.2_6.npz ├── citeseer_split_0.6_0.2_7.npz ├── citeseer_split_0.6_0.2_8.npz ├── citeseer_split_0.6_0.2_9.npz ├── cora_split_0.6_0.2_0.npz ├── cora_split_0.6_0.2_1.npz ├── cora_split_0.6_0.2_2.npz ├── cora_split_0.6_0.2_3.npz ├── cora_split_0.6_0.2_4.npz ├── cora_split_0.6_0.2_5.npz ├── cora_split_0.6_0.2_6.npz ├── cora_split_0.6_0.2_7.npz ├── cora_split_0.6_0.2_8.npz ├── cora_split_0.6_0.2_9.npz ├── cornell_split_0.6_0.2_0.npz ├── cornell_split_0.6_0.2_1.npz ├── cornell_split_0.6_0.2_2.npz ├── cornell_split_0.6_0.2_3.npz ├── cornell_split_0.6_0.2_4.npz ├── cornell_split_0.6_0.2_5.npz ├── cornell_split_0.6_0.2_6.npz ├── cornell_split_0.6_0.2_7.npz ├── cornell_split_0.6_0.2_8.npz ├── cornell_split_0.6_0.2_9.npz ├── film_split_0.6_0.2_0.npz ├── film_split_0.6_0.2_1.npz ├── film_split_0.6_0.2_2.npz ├── film_split_0.6_0.2_3.npz ├── film_split_0.6_0.2_4.npz ├── film_split_0.6_0.2_5.npz ├── film_split_0.6_0.2_6.npz ├── film_split_0.6_0.2_7.npz ├── film_split_0.6_0.2_8.npz ├── film_split_0.6_0.2_9.npz ├── pubmed_split_0.6_0.2_0.npz ├── pubmed_split_0.6_0.2_1.npz ├── pubmed_split_0.6_0.2_2.npz ├── pubmed_split_0.6_0.2_3.npz ├── pubmed_split_0.6_0.2_4.npz ├── pubmed_split_0.6_0.2_5.npz ├── pubmed_split_0.6_0.2_6.npz ├── pubmed_split_0.6_0.2_7.npz ├── pubmed_split_0.6_0.2_8.npz ├── pubmed_split_0.6_0.2_9.npz ├── squirrel_split_0.6_0.2_0.npz ├── squirrel_split_0.6_0.2_1.npz ├── squirrel_split_0.6_0.2_2.npz ├── squirrel_split_0.6_0.2_3.npz ├── squirrel_split_0.6_0.2_4.npz ├── squirrel_split_0.6_0.2_5.npz ├── squirrel_split_0.6_0.2_6.npz ├── squirrel_split_0.6_0.2_7.npz ├── squirrel_split_0.6_0.2_8.npz ├── squirrel_split_0.6_0.2_9.npz ├── texas_split_0.6_0.2_0.npz ├── texas_split_0.6_0.2_1.npz ├── texas_split_0.6_0.2_2.npz ├── texas_split_0.6_0.2_3.npz ├── texas_split_0.6_0.2_4.npz ├── texas_split_0.6_0.2_5.npz ├── texas_split_0.6_0.2_6.npz ├── texas_split_0.6_0.2_7.npz ├── texas_split_0.6_0.2_8.npz ├── texas_split_0.6_0.2_9.npz ├── wisconsin_split_0.6_0.2_0.npz ├── wisconsin_split_0.6_0.2_1.npz ├── wisconsin_split_0.6_0.2_2.npz ├── wisconsin_split_0.6_0.2_3.npz ├── wisconsin_split_0.6_0.2_4.npz ├── wisconsin_split_0.6_0.2_5.npz ├── wisconsin_split_0.6_0.2_6.npz ├── wisconsin_split_0.6_0.2_7.npz ├── wisconsin_split_0.6_0.2_8.npz └── wisconsin_split_0.6_0.2_9.npz ├── structural_neighborhood ├── outf_nodes_space_relation_chameleon_MDS.txt ├── outf_nodes_space_relation_chameleon_poincare.txt ├── outf_nodes_space_relation_chameleon_struc2vec.txt ├── outf_nodes_space_relation_citeseer_MDS.txt ├── outf_nodes_space_relation_citeseer_poincare.txt ├── outf_nodes_space_relation_citeseer_struc2vec.txt ├── outf_nodes_space_relation_cora_MDS.txt ├── outf_nodes_space_relation_cora_poincare.txt ├── outf_nodes_space_relation_cora_struc2vec.txt ├── outf_nodes_space_relation_cornell_MDS.txt ├── outf_nodes_space_relation_cornell_poincare.txt ├── outf_nodes_space_relation_cornell_struc2vec.txt ├── outf_nodes_space_relation_film_MDS.txt ├── outf_nodes_space_relation_film_poincare.txt ├── outf_nodes_space_relation_film_struc2vec.txt ├── outf_nodes_space_relation_pubmed_MDS.txt ├── outf_nodes_space_relation_pubmed_poincare.txt ├── outf_nodes_space_relation_pubmed_struc2vec.txt ├── outf_nodes_space_relation_squirrel_MDS.txt ├── outf_nodes_space_relation_squirrel_poincare.txt ├── outf_nodes_space_relation_squirrel_struc2vec.txt ├── outf_nodes_space_relation_texas_MDS.txt ├── outf_nodes_space_relation_texas_poincare.txt ├── outf_nodes_space_relation_texas_struc2vec.txt ├── outf_nodes_space_relation_wisconsin_MDS.txt ├── outf_nodes_space_relation_wisconsin_poincare.txt └── outf_nodes_space_relation_wisconsin_struc2vec.txt ├── train_GAT.py ├── train_GCN.py ├── train_GeomGCN.py ├── train_GeomGCN_ExperimentTwoAll.py ├── unconnected_nodes ├── citeseer_unconnected_nodes.txt └── cora_unconnected_nodes.txt ├── utils.py ├── utils_data.py └── utils_layers.py /ExperimentTwoAllGeomGCN_runs.txt: 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