├── .gitignore ├── README.md ├── __init__.py ├── assets ├── bunny.html ├── bunny_pred.png ├── bunny_reaction_diffusion_pred.mp4 ├── dpt2m_pred.mp4 ├── dpt2m_pred_4.50.jpg ├── dpt2m_pred_sr.mp4 ├── dpt2m_pred_sr_4.50.jpg ├── dpt2m_training.mp4 ├── gustsfc_pred.mp4 ├── gustsfc_pred_4.50.jpg ├── gustsfc_pred_sr.mp4 ├── gustsfc_pred_sr_4.50.jpg ├── gustsfc_training.mp4 ├── protein_1AA7_A.html ├── protein_pred.png ├── scheme.drawio.png ├── sr_bunny_error.html ├── sr_bunny_original.html ├── sr_bunny_superresolved.html ├── tcdcclm_pred.mp4 ├── tcdcclm_pred_4.50.jpg ├── tcdcclm_pred_sr.mp4 ├── tcdcclm_pred_sr_4.50.jpg └── tcdcclm_training.mp4 ├── commands_data.sh ├── commands_evaluation.sh ├── commands_training.sh ├── data_generation ├── bunny.py ├── bunny_time.py ├── protein.py ├── protein_multiple.py ├── proteins_src.txt ├── us_election.py ├── weather.py ├── weather_time.py └── weather_time_sr.py ├── eval_ginr.py ├── eval_reaction_diffusion.py ├── eval_super_resolution.py ├── eval_weather_time_sr.py ├── index.html ├── install_pymesh.sh ├── requirements.txt ├── src ├── __init__.py ├── data │ ├── __init__.py │ └── graph_dataset.py ├── models │ ├── __init__.py │ ├── core.py │ ├── graph_inr.py │ └── initializers.py ├── modules │ ├── __init__.py │ └── sine.py ├── plotting │ ├── __init__.py │ ├── eigenvectors.py │ ├── figures.py │ └── traces.py └── utils │ ├── __init__.py │ ├── data_generation.py │ ├── eigenvectors.py │ └── get_predictions.py ├── train_ginr.py └── train_sbm.py /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | .DS_Store 3 | __pycache__ 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielegrattarola/GINR/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: 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