├── .gitattributes ├── best_fixed_matrix.pth ├── data └── lorenz │ ├── lorenz_test_inputs.pickle │ └── lorenz_train_inputs.pickle ├── data_generator.py ├── figures ├── lorentz_2D.png └── lorentz_3D.png ├── loss_functions.py ├── main.py ├── models.py ├── readme.md └── visualizations.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/.gitattributes -------------------------------------------------------------------------------- /best_fixed_matrix.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/best_fixed_matrix.pth -------------------------------------------------------------------------------- /data/lorenz/lorenz_test_inputs.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/data/lorenz/lorenz_test_inputs.pickle -------------------------------------------------------------------------------- /data/lorenz/lorenz_train_inputs.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/data/lorenz/lorenz_train_inputs.pickle -------------------------------------------------------------------------------- /data_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/data_generator.py -------------------------------------------------------------------------------- /figures/lorentz_2D.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/figures/lorentz_2D.png -------------------------------------------------------------------------------- /figures/lorentz_3D.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/figures/lorentz_3D.png -------------------------------------------------------------------------------- /loss_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/loss_functions.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/main.py -------------------------------------------------------------------------------- /models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/models.py -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/readme.md -------------------------------------------------------------------------------- /visualizations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpotter/DeepKoopmanLusch/HEAD/visualizations.py --------------------------------------------------------------------------------