├── .gitignore ├── README.md ├── __init__.py ├── analyze_dampedspring.ipynb ├── analyze_ocean.ipynb ├── analyze_ocean_2.ipynb ├── analyze_realpend.ipynb ├── data.py ├── experiment_dampedspring ├── .DS_Store ├── __pycache__ │ └── data.cpython-38.pyc ├── data.py └── mass-spring.png ├── experiment_ocean ├── data.py └── oscar_vel2020_preprocessed.pkl ├── experiment_realpend ├── __pycache__ │ └── data.cpython-38.pyc ├── data.py ├── invar_datasets.zip ├── realpend.png └── train.py ├── models.py ├── numeric.py ├── static ├── .DS_Store ├── banner.jpg ├── dampedspring.pdf ├── dampedspring_counterfactual.mp4 ├── dampedspring_counterfactual.pdf ├── dampedspring_training.pdf ├── dhnn.png ├── hero.jpg ├── ocean_data.pdf ├── ocean_dataset.mp4 ├── ocean_dataset_2.mp4 ├── ocean_dataset_big.mp4 ├── ocean_dhnn.pdf ├── ocean_dhnn_2.pdf ├── ocean_dhnn_big.pdf ├── ocean_dhnn_scalars.mp4 ├── ocean_dhnn_scalars_.mp4 ├── ocean_dhnn_scalars_2.mp4 ├── ocean_dhnn_scalars_big.mp4 ├── ocean_hhd_2.mp4 ├── ocean_training.pdf ├── ocean_training_big.pdf ├── realpend.pdf ├── realpend_energy.pdf └── realpend_quantitative.png ├── train.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DrewSosa/dissipative_hnns/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DrewSosa/dissipative_hnns/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DrewSosa/dissipative_hnns/HEAD/__init__.py -------------------------------------------------------------------------------- /analyze_dampedspring.ipynb: 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