├── .flake8 ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── SECURITY.md ├── environment.yml ├── pipelines └── azure-ci.yml ├── setup.py └── tf2_gnn ├── __init__.py ├── cli ├── __init__.py ├── test.py └── train.py ├── cli_utils ├── __init__.py ├── dataset_utils.py ├── default_hypers │ ├── GraphRegression_GNN_Edge_MLP.json │ ├── PPI_GGNN.json │ ├── PPI_GNN_Edge_MLP.json │ ├── PPI_GNN_FiLM.json │ ├── PPI_RGAT.json │ ├── PPI_RGCN.json │ ├── PPI_RGIN.json │ └── QM9_RGCN.json ├── model_utils.py ├── param_helpers.py ├── task_utils.py └── training_utils.py ├── data ├── __init__.py ├── graph_dataset.py ├── jsonl_graph_dataset.py ├── jsonl_graph_property_dataset.py ├── ppi_dataset.py ├── qm9_dataset.py └── utils.py ├── layers ├── __init__.py ├── gnn.py ├── graph_global_exchange.py ├── message_passing │ ├── __init__.py │ ├── ggnn.py │ ├── gnn_edge_mlp.py │ ├── gnn_film.py │ ├── message_passing.py │ ├── rgat.py │ ├── rgcn.py │ └── rgin.py └── nodes_to_graph_representation.py ├── models ├── __init__.py ├── graph_binary_classification_task.py ├── graph_regression_task.py ├── graph_task_model.py ├── node_multiclass_task.py └── qm9_regression.py ├── test ├── data │ ├── test_datasets.py │ └── test_utils.py ├── layers │ ├── test_RGAT.py │ ├── test_RGCN.py │ └── test_message_passing.py ├── models │ └── test_graph_regression_task.py └── test_datasets │ ├── train.jsonl.gz │ └── valid.jsonl.gz └── utils ├── __init__.py ├── activation.py ├── constants.py ├── gather_dense_gradient.py ├── param_helpers.py └── polynomial_warmup_and_decay_schedule.py /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/microsoft/tf2-gnn/HEAD/.flake8 -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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