├── .cirun.yml ├── .flake8 ├── .github ├── pull_request_template.md └── workflows │ ├── ci-pypi-deploy.yml │ ├── install-and-test.yml │ └── pre-commit.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CHANGELOG.md ├── LICENSE.txt ├── README.md ├── docs └── notebooks │ └── create_reduced_meps_dataset.ipynb ├── figures ├── neural_lam_header.png └── neural_lam_setup.png ├── neural_lam ├── __init__.py ├── config.py ├── create_graph.py ├── custom_loggers.py ├── datastore │ ├── __init__.py │ ├── base.py │ ├── mdp.py │ ├── npyfilesmeps │ │ ├── __init__.py │ │ ├── compute_standardization_stats.py │ │ ├── config.py │ │ └── store.py │ └── plot_example.py ├── interaction_net.py ├── loss_weighting.py ├── metrics.py ├── models │ ├── __init__.py │ ├── ar_model.py │ ├── base_graph_model.py │ ├── base_hi_graph_model.py │ ├── graph_lam.py │ ├── hi_lam.py │ └── hi_lam_parallel.py ├── plot_graph.py ├── train_model.py ├── utils.py ├── vis.py └── weather_dataset.py ├── pyproject.toml └── tests ├── __init__.py ├── conftest.py ├── datastore_examples ├── .gitignore ├── mdp │ └── danra_100m_winds │ │ ├── .gitignore │ │ ├── README.md │ │ ├── config.yaml │ │ └── danra.datastore.yaml └── npyfilesmeps │ └── README.md ├── dummy_datastore.py ├── test_clamping.py ├── test_cli.py ├── test_config.py ├── test_datasets.py ├── test_datastores.py ├── test_graph_creation.py ├── test_imports.py ├── test_time_slicing.py └── test_training.py /.cirun.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mllam/neural-lam/HEAD/.cirun.yml -------------------------------------------------------------------------------- /.flake8: -------------------------------------------------------------------------------- 1 | [flake8] 2 | max-line-length = 88 3 | ignore = E203, F811, I002, W503 4 | -------------------------------------------------------------------------------- /.github/pull_request_template.md: 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