GNNsPublic:用于研究GNN中聚合功能的工作库
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2021-03-19
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GNNsPublic:用于研究GNN中聚合功能的工作库 （361个子文件） 
.gitignore 484B COLLAB_train.index 187KB train.index 64KB DD_train.index 37KB PROTEINS_full_train.index 35KB COLLAB_test.index 23KB COLLAB_val.index 23KB ENZYMES_train.index 18KB val.index 5KB DD_val.index 5KB DD_test.index 5KB test.index 5KB PROTEINS_full_val.index 4KB PROTEINS_full_test.index 4KB ENZYMES_test.index 2KB ENZYMES_val.index 2KB CSL_train.index 1KB CSL_val.index 497B CSL_test.index 495B superpixels_visualization_cifar10.ipynb 1.26MB superpixels_visualization_mnist.ipynb 940KB visualizations_dataset_stats.ipynb 145KB generate_SBM_PATTERN.ipynb 87KB generate_SBM_CLUSTER.ipynb 78KB main_SBMs_node_classification.ipynb 50KB main_superpixels_graph_classification.ipynb 44KB main_TSP_edge_classification.ipynb 42KB main_molecules_graph_regression.ipynb 42KB main_CSL_graph_classification.ipynb 41KB main_TUs_graph_classification.ipynb 41KB main_COLLAB_edge_classification.ipynb 37KB prepare_molecules_ZINC_full.ipynb 30KB prepare_superpixels_MNIST.ipynb 30KB prepare_molecules.ipynb 28KB prepare_superpixels_CIFAR.ipynb 28KB prepare_TSP.ipynb 9KB generate_statistics_molecules_graph_regression_ZINC_100k.ipynb 7KB prepare_SBM_CLUSTER.ipynb 7KB prepare_SBM_PATTERN.ipynb 7KB
gnns.jpg 146KB gnn_pipeline.JPG 105KB COLLAB_edge_classification_GraphSage_edgereprfeat.json 842B COLLAB_edge_classification_GatedGCN_PE_40k.json 841B COLLAB_edge_classification_GAT_edgereprfeat.json 841B CSL_graph_classification_GIN_CSL_PE_100k.json 837B COLLAB_edge_classification_GraphSage_isotropic.json 836B COLLAB_edge_classification_GAT_isotropic.json 835B COLLAB_edge_classification_GraphSage_edgefeat.json 834B COLLAB_edge_classification_GAT_edgefeat.json 833B COLLAB_edge_classification_GatedGCN_edgereprfeat.json 827B TSP_edge_classification_GAT_edgereprfeat.json 827B TSP_edge_classification_GAT_isotropic.json 822B COLLAB_edge_classification_GatedGCN_isotropic.json 821B TSP_edge_classification_GAT_edgefeat.json 820B COLLAB_edge_classification_GatedGCN_edgefeat.json 819B COLLAB_edge_classification_GatedGCN_40k.json 814B CSL_graph_classification_GIN_CSL_100k.json 811B CSL_graph_classification_MoNet_CSL_PE_100k.json 799B superpixels_graph_classification_GIN_MNIST_100k.json 799B COLLAB_edge_classification_GraphSage_40k.json 798B CSL_graph_classification_GAT_CSL_PE_100k.json 796B COLLAB_edge_classification_GAT_40k.json 791B SBMs_node_clustering_GatedGCN_CLUSTER_PE_500k.json 789B CSL_graph_classification_GraphSage_CSL_PE_100k.json 789B SBMs_node_clustering_GatedGCN_PATTERN_PE_500k.json 788B TSP_edge_classification_GatedGCN_edgereprfeat.json 787B molecules_graph_regression_GatedGCN_ZINC_PE_500k.json 785B TSP_edge_classification_GatedGCN_isotropic.json 781B TSP_edge_classification_GatedGCN_edgefeat.json 779B COLLAB_edge_classification_GIN_40k.json 779B TSP_edge_classification_GAT_100k.json 778B CSL_graph_classification_GatedGCN_CSL_PE_100k.json 778B superpixels_graph_classification_GIN_CIFAR10_100k.json 777B CSL_graph_classification_GCN_CSL_PE_100k.json 775B TSP_edge_classification_GatedGCN_100k.json 774B CSL_graph_classification_MoNet_CSL_100k.json 773B SBMs_node_clustering_GIN_CLUSTER_500k.json 773B SBMs_node_clustering_GIN_PATTERN_500k.json 773B SBMs_node_clustering_GIN_PATTERN_100k.json 772B SBMs_node_clustering_GIN_CLUSTER_100k.json 772B CSL_graph_classification_GAT_CSL_100k.json 770B molecules_graph_regression_GIN_ZINC_500k.json 769B TUs_graph_classification_GIN_PROTEINS_full_100k.json 769B molecules_graph_regression_GIN_ZINC_100k.json 768B TSP_edge_classification_GIN_100k.json 765B SBMs_node_clustering_GatedGCN_CLUSTER_500k.json 763B TUs_graph_classification_GIN_ENZYMES_100k.json 763B SBMs_node_clustering_GatedGCN_CLUSTER_100k.json 763B COLLAB_edge_classification_MoNet_40k.json 763B SBMs_node_clustering_GatedGCN_PATTERN_500k.json 763B CSL_graph_classification_GraphSage_CSL_100k.json 763B superpixels_graph_classification_MoNet_CIFAR10_100k.json 763B SBMs_node_clustering_GatedGCN_PATTERN_100k.json 763B superpixels_graph_classification_MoNet_MNIST_100k.json 761B SBMs_node_clustering_MoNet_CLUSTER_500k.json 761B SBMs_node_clustering_MoNet_PATTERN_500k.json 761B my_new_tasks_MyGNN_PATTERN_16L.json 760B superpixels_graph_classification_GAT_CIFAR10_100k.json 760B molecules_graph_regression_GatedGCN_ZINC_500k.json 760B molecules_graph_regression_GatedGCN_ZINC_100k.json 759B共 361 条
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