├── .gitignore ├── LICENSE ├── README.md ├── README.rst ├── TF_GEOMETRIC_LOGO.png ├── benchmarks └── node_classification │ ├── bench_node_cls_early_stop_appnp.py │ ├── bench_node_cls_early_stop_gat.py │ ├── bench_node_cls_early_stop_gcn.py │ ├── bench_node_cls_early_stop_sgc.py │ ├── bench_node_cls_early_stop_ssgc.py │ ├── bench_report_results.py │ └── run_multi_times.sh ├── demo ├── demo_appnp.py ├── demo_asap.py ├── demo_chebynet.py ├── demo_checkpoint.py ├── demo_dgi.py ├── demo_diff_pool.py ├── demo_distributed_gcn.py ├── demo_distributed_mean_pool.py ├── demo_drop_edge_gcn.py ├── demo_elegant_api.py ├── demo_gae.py ├── demo_gat.py ├── demo_gcn.py ├── demo_gin.py ├── demo_graph_sage.py ├── demo_graph_sage_func.py ├── demo_mean_pool.py ├── demo_min_cut_pool.py ├── demo_model_net_dataset.py ├── demo_sag_pool_h.py ├── demo_sample_neighbors.py ├── demo_save_and_load_model.py ├── demo_set2set.py ├── demo_sgc.py ├── demo_sort_pool.py ├── demo_sparse_node_features.py ├── demo_ssgc.py ├── demo_tagcn.py └── demo_topk_pool.py ├── deploy.sh ├── doc ├── Makefile ├── build.sh ├── make.bat ├── requirements.txt ├── source │ ├── conf.py │ ├── index.rst │ ├── index_cn.rst │ ├── modules │ │ ├── datasets.rst │ │ ├── layers.rst │ │ ├── nn.rst │ │ ├── root.rst │ │ └── utils │ │ │ └── graph_utils.rst │ ├── wiki │ │ ├── installation.rst │ │ └── quickstart.rst │ └── wiki_cn │ │ ├── installation.rst │ │ └── quickstart.rst └── test.sh ├── readthedocs.yaml ├── setup.py ├── tf_geometric ├── __init__.py ├── data │ ├── __init__.py │ ├── dataset.py │ └── graph.py ├── datasets │ ├── __init__.py │ ├── abnormal.py │ ├── amazon_electronics.py │ ├── blog_catalog.py │ ├── coauthor.py │ ├── csr_npz.py │ ├── hgb.py │ ├── model_net.py │ ├── nars_academic.py │ ├── ogb.py │ ├── planetoid.py │ ├── ppi.py │ ├── reddit.py │ ├── synthetic.py │ └── tu.py ├── layers │ ├── __init__.py │ ├── conv │ │ ├── __init__.py │ │ ├── appnp.py │ │ ├── chebynet.py │ │ ├── gat.py │ │ ├── gcn.py │ │ ├── gin.py │ │ ├── graph_sage.py │ │ ├── le_conv.py │ │ ├── sgc.py │ │ ├── ssgc.py │ │ └── tagcn.py │ ├── kernel │ │ ├── __init__.py │ │ └── map_reduce.py │ ├── pool │ │ ├── __init__.py │ │ ├── asap.py │ │ ├── common_pool.py │ │ ├── diff_pool.py │ │ ├── min_cut_pool.py │ │ ├── sag_pool.py │ │ ├── set2set.py │ │ └── sort_pool.py │ └── sampling │ │ ├── __init__.py │ │ └── drop_edge.py ├── nn │ ├── __init__.py │ ├── conv │ │ ├── __init__.py │ │ ├── appnp.py │ │ ├── chebynet.py │ │ ├── gat.py │ │ ├── gcn.py │ │ ├── gin.py │ │ ├── graph_sage.py │ │ ├── le_conv.py │ │ ├── sgc.py │ │ ├── ssgc.py │ │ └── tagcn.py │ ├── kernel │ │ ├── __init__.py │ │ ├── map_reduce.py │ │ └── segment.py │ ├── pool │ │ ├── __init__.py │ │ ├── asap.py │ │ ├── cluster_pool.py │ │ ├── common_pool.py │ │ ├── diff_pool.py │ │ ├── min_cut_pool.py │ │ ├── sag_pool.py │ │ ├── set2set.py │ │ ├── sort_pool.py │ │ └── topk_pool.py │ └── sampling │ │ ├── __init__.py │ │ └── drop_edge.py └── utils │ ├── __init__.py │ ├── data_utils.py │ ├── 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