├── .gitignore ├── LICENSE ├── README.md ├── configs ├── doupend_kernel2_stride1.py ├── doupend_kernel4_stride2.py ├── doupend_kernel8_stride4.py ├── sinpend_kernel2_stride1.py ├── sinpend_kernel4_stride2.py └── sinpend_kernel8_stride4.py ├── data_gen ├── configs │ ├── double_pendulum.py │ └── single_pendulum.py ├── main.py └── simulators │ ├── __init__.py │ ├── base_simulator.py │ ├── double_pendulum.py │ └── single_pendulum.py ├── input_pipeline.py ├── main.py ├── models ├── __init__.py ├── codebook.py └── simple_transformer.py ├── models_hamiltonian ├── __init__.py ├── base.py ├── hamiltonian.py └── hamiltonian_ar.py ├── scripts ├── data_gen_test.sh ├── data_gen_train.sh ├── extract_partial.sh ├── generate.sh ├── generate_partial.sh └── train.sh ├── trainers ├── extractor.py ├── generator.py └── trainer.py └── visuals └── teaser.png /.gitignore: -------------------------------------------------------------------------------- 1 | data/* 2 | results/ 3 | 4 | **/__pycache__/ 5 | 6 | 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