├── .gitignore ├── Analysis of Assortativity-Bottleneck and CTE latent space.ipynb ├── datasets ├── Erdos_Renyi_dataset.py └── SBM_dataset.py ├── environment_experiments.yml ├── experiments_all.sh ├── figs ├── AssortativeBottleneckAccuracy │ ├── COLLAB.png │ ├── HistAsssortBottleCOLLAB.pdf │ ├── HistAsssortBottleREDDIT-BINARY.pdf │ ├── REDDIT.png │ ├── ScatterAsssortBottleCOLLAB.pdf │ └── ScatterAsssortBottleREDDIT-BINARY.pdf ├── CT_REDDIT_READOUT_17_05_22__11_19.jpg ├── CT_REDDIT_READOUT_19_05_22__10_19.jpg ├── CT_REDDIT_READOUT_19_05_22__10_30.jpg ├── CT_RW.png ├── GAPLap_REDDIT_READOUT_17_05_22__11_38.jpg ├── GAP_REDDIT_READOUT_17_05_22__11_31.jpg ├── GAP_REDDIT_READOUT_19_05_22__10_35.jpg ├── MinCut_REDDIT_READOUT_17_05_22__11_21.jpg ├── MinCut_REDDIT_READOUT_17_05_22__11_22.jpg ├── MinCut_REDDIT_READOUT_19_05_22__10_19.jpg ├── MinCut_REDDIT_READOUT_19_05_22__10_30.jpg ├── REDDIT_CT_READOUT_1.jpg └── data_statistics │ ├── Degree_hist_CIFAR10.png │ ├── Degree_hist_COLLAB.png │ ├── Degree_hist_ENZYMES.png │ ├── Degree_hist_IMDB-BINARY.png │ ├── Degree_hist_MNIST.png │ ├── Degree_hist_MUTAG.png │ ├── Degree_hist_PROTEINS.png │ ├── Degree_hist_REDDIT-BINARY.png │ ├── avg_degree_hist_CIFAR10.png │ ├── avg_degree_hist_COLLAB.png │ ├── avg_degree_hist_ENZYMES.png │ ├── avg_degree_hist_IMDB-BINARY.png │ ├── avg_degree_hist_MNIST.png │ ├── avg_degree_hist_MUTAG.png │ ├── avg_degree_hist_PROTEINS.png │ ├── avg_degree_hist_REDDIT-BINARY.png │ ├── number_nodes_hist_CIFAR10.png │ ├── number_nodes_hist_COLLAB.png │ ├── number_nodes_hist_ENZYMES.png │ ├── number_nodes_hist_IMDB-BINARY.png │ ├── number_nodes_hist_MNIST.png │ ├── number_nodes_hist_MUTAG.png │ ├── number_nodes_hist_PROTEINS.png │ └── number_nodes_hist_REDDIT-BINARY.png ├── layers ├── CT_layer.py ├── GAP_layer.py ├── MinCut_Layer.py └── utils │ ├── approximate_fiedler.py │ ├── ein_utils.py │ └── spectral_utils.py ├── nets.py ├── readme.md ├── requirements.txt ├── train.py ├── trained_models ├── CTNet │ ├── COLLAB_CTNet_17_05_22__08_56_iter0.pth │ ├── ERDOS_CTNet_19_05_22__14_46_iter1.pth │ ├── IMDB-BINARY_CTNet_17_05_22__08_56_iter0.pth │ ├── MUTAG_CTNet_19_05_22__11_35_iter0.pth │ ├── REDDIT-BINARY_CTNet_17_05_22__08_50_iter0.pth │ └── SBM200nodesT1000graphsT80p1T50p2T10to15q1T1to10q2_CTNet_18_05_22__22_18_iter0.pth ├── GAPNet │ ├── COLLAB_GAPNet_normalized_18_05_22__21_30_iter0.pth │ ├── ERDOS_GAPNet_normalized_19_05_22__14_46_iter0.pth │ ├── IMDB-BINARY_GAPNet_normalized_19_05_22__11_35_iter0.pth │ ├── MUTAG_GAPNet_normalized_19_05_22__11_35_iter0.pth │ ├── REDDIT-BINARY_GAPNet_normalized_19_05_22__10_09_iter0.pth │ └── SBM200nodesT1000graphsT80p1T50p2T10to15q1T1to10q2_GAPNet_normalized_18_05_22__21_44_iter0.pth └── Laplacian │ ├── COLLAB_GAPNet_laplacian_16_05_22__16_46_iter0.pth │ └── REDDIT-BINARY_GAPNet_laplacian_16_05_22__11_04_iter0.pth └── transforms ├── __init__.py ├── sdrf ├── curvature.py ├── sdrf_transform.py └── utils.py └── transform_features.py /.gitignore: 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