├── .coveragerc ├── .github └── workflows │ ├── examples.yml │ ├── style_check.yml │ └── test.yml ├── .gitignore ├── .isort.cfg ├── .pre-commit-config.yaml ├── .pylintrc ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── docs ├── CNAME ├── autogen.py ├── build.sh ├── img │ ├── batch_mode.svg │ ├── disjoint_mode.svg │ ├── favicon.ico │ ├── ghost_dark.svg │ ├── ghost_light.svg │ ├── logo_dark.svg │ ├── logo_dark_vertical.svg │ ├── logo_light.svg │ ├── logo_light_shadow.svg │ ├── logo_light_vertical.svg │ ├── mixed_mode.svg │ └── single_mode.svg ├── js │ └── macros.js ├── local_build.sh ├── mkdocs.yml ├── stylesheets │ └── extra.css └── templates │ ├── about.md │ ├── brave-rewards-verification.txt │ ├── creating-dataset.md │ ├── creating-layer.md │ ├── data-modes.md │ ├── data.md │ ├── datasets.md │ ├── examples.md │ ├── external.md │ ├── getting-started.md │ ├── google8a76765aa72fa8c1.html │ ├── index.md │ ├── layers │ ├── base.md │ ├── convolution.md │ └── pooling.md │ ├── loaders.md │ ├── models.md │ ├── transforms.md │ └── utils │ ├── convolution.md │ ├── misc.md │ └── sparse.md ├── examples ├── graph_prediction │ ├── custom_dataset.py │ ├── general_gnn.py │ ├── ogbg-mol-hiv_ecc.py │ ├── qm9_ecc.py │ ├── qm9_ecc_batch.py │ ├── tud_gin.py │ └── tud_mincut.py ├── node_prediction │ ├── citation_arma.py │ ├── citation_cheby.py │ ├── citation_gat.py │ ├── citation_gat_custom.py │ ├── citation_gcn.py │ ├── citation_gcn_custom.py │ ├── citation_simple_gc.py │ └── ogbn-arxiv_gcn.py └── other │ ├── explain_graph_predictions.py │ ├── explain_node_predictions.py │ ├── graph_signal_classification_mnist.py │ ├── node_clustering_mincut.py │ └── node_clustering_tvgnn.py ├── pyproject.toml ├── setup.py ├── spektral ├── __init__.py ├── data │ ├── __init__.py │ ├── dataset.py │ ├── graph.py │ ├── loaders.py │ └── utils.py ├── datasets │ ├── __init__.py │ ├── citation.py │ ├── dblp.py │ ├── flickr.py │ ├── graphsage.py │ ├── mnist.py │ ├── modelnet.py │ ├── ogb.py │ ├── qm7.py │ ├── qm9.py │ ├── tudataset.py │ └── utils.py ├── layers │ ├── __init__.py │ ├── base.py │ ├── convolutional │ │ ├── __init__.py │ │ ├── agnn_conv.py │ │ ├── appnp_conv.py │ │ ├── arma_conv.py │ │ ├── censnet_conv.py │ │ ├── cheb_conv.py │ │ ├── conv.py │ │ ├── crystal_conv.py │ │ ├── diffusion_conv.py │ │ ├── ecc_conv.py │ │ ├── edge_conv.py │ │ ├── gat_conv.py │ │ ├── gated_graph_conv.py │ │ ├── gcn_conv.py │ │ ├── gcs_conv.py │ │ ├── general_conv.py │ │ ├── gin_conv.py │ │ ├── graphsage_conv.py │ │ ├── gtv_conv.py │ │ ├── message_passing.py │ │ ├── tag_conv.py │ │ └── xenet_conv.py │ ├── ops │ │ ├── __init__.py │ │ ├── graph.py │ │ ├── matmul.py │ │ ├── modes.py │ │ ├── ops.py │ │ ├── scatter.py │ │ └── sparse.py │ └── pooling │ │ ├── __init__.py │ │ ├── asym_cheeger_cut_pool.py │ │ ├── diff_pool.py │ │ ├── dmon_pool.py │ │ ├── global_pool.py │ │ ├── just_balance_pool.py │ │ ├── la_pool.py │ │ ├── mincut_pool.py │ │ ├── sag_pool.py │ │ ├── src.py │ │ └── topk_pool.py ├── models │ ├── __init__.py │ ├── gcn.py │ ├── general_gnn.py │ └── gnn_explainer.py ├── transforms │ ├── __init__.py │ ├── adj_to_sp_tensor.py │ ├── clustering_coefficient.py │ ├── constant.py │ ├── degree.py │ ├── delaunay.py │ ├── gcn_filter.py │ ├── laplacian_pe.py │ ├── layer_preprocess.py │ ├── normalize_adj.py │ ├── normalize_one.py │ ├── normalize_sphere.py │ └── one_hot.py └── utils │ ├── __init__.py │ ├── convolution.py │ ├── io.py │ ├── keras.py │ ├── logging.py │ ├── misc.py │ └── sparse.py └── tests ├── __init__.py ├── test_data ├── test_dataset.py ├── test_graph.py ├── test_loaders.py └── test_utils.py ├── test_datasets.py ├── test_layers ├── __init__.py ├── convolutional │ ├── core.py │ ├── test_agnn_conv.py │ ├── test_appnp_conv.py │ ├── test_arma_conv.py │ ├── test_censnet_conv.py │ ├── test_cheb_conv.py │ ├── test_crystal_conv.py │ ├── test_diffusion_conv.py │ ├── test_ecc_conv.py │ ├── test_edge_conv.py │ ├── test_gat_conv.py │ ├── test_gated_graph_conv.py │ ├── test_gcn_conv.py │ ├── test_gcs_conv.py │ ├── test_general_conv.py │ ├── test_gin_conv.py │ ├── test_gin_conv_batch.py │ ├── test_graphsage_conv.py │ ├── test_gtv_conv.py │ ├── test_message_passing.py │ ├── test_tag_conv.py │ └── test_xenet_conv.py ├── pooling │ ├── core.py │ ├── test_asym_cheeger_cut_pool.py │ ├── test_diff_pool.py │ ├── test_dmon_pool.py │ ├── test_global_pooling.py │ ├── test_just_balance_pool.py │ ├── test_la_pool.py │ ├── test_mincut_pool.py │ ├── test_sag_pool.py │ └── test_topk_pool.py ├── test_base.py └── test_ops.py ├── test_models ├── core.py ├── test_gcn.py └── test_general_gnn.py ├── test_transforms └── test_transforms.py └── test_utils ├── test_convolution.py ├── test_logging.py └── test_misc.py /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielegrattarola/spektral/HEAD/.coveragerc -------------------------------------------------------------------------------- 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