├── .gitattributes ├── .gitignore ├── LICENSE ├── README.md ├── env.yml ├── prose_fd ├── README.md ├── configs │ ├── data │ │ ├── fluids.yaml │ │ └── fluids_sample.yaml │ ├── main.yaml │ ├── model │ │ ├── deeponet.yaml │ │ ├── fno.yaml │ │ ├── prose_1to1.yaml │ │ ├── prose_2to1.yaml │ │ ├── unet.yaml │ │ └── vit.yaml │ ├── optim │ │ ├── adamw.yaml │ │ └── wsd.yaml │ └── symbol │ │ └── symbol.yaml ├── data_utils │ ├── README.md │ ├── __init__.py │ ├── all_datasets.py │ ├── cfdbench │ │ ├── __init__.py │ │ ├── base.py │ │ ├── cavity.py │ │ ├── cylinder.py │ │ ├── dam.py │ │ ├── save_data.py │ │ ├── tube.py │ │ ├── utils.py │ │ └── vis_data.py │ ├── check_dataset.ipynb │ ├── collate.py │ ├── convert_cfdbench.py │ └── convert_com_ns.py ├── dataset.py ├── evaluate.py ├── main.py ├── models │ ├── __init__.py │ ├── attention_utils.py │ ├── baselines.py │ ├── build_model.py │ ├── embedder.py │ ├── transformer.py │ └── transformer_wrappers.py ├── scripts │ ├── baselines.sh │ └── prose-fd.sh ├── symbol_utils │ ├── __init__.py │ ├── encoders.py │ ├── environment.py │ ├── generators.py │ └── node_utils.py ├── trainer.py └── utils │ ├── __init__.py │ ├── logger.py │ ├── metrics.py │ ├── misc.py │ ├── mode.py │ └── plot.py ├── prose_ode ├── README.md ├── __init__.py ├── evaluate.py ├── parsers.py ├── symbolicregression │ ├── __init__.py │ ├── envs │ │ ├── __init__.py │ │ ├── encoders.py │ │ ├── environment.py │ │ ├── generators.py │ │ ├── node_utils.py │ │ └── utils.py │ ├── logger.py │ ├── mode.py │ ├── model │ │ ├── __init__.py │ │ ├── model_wrapper.py │ │ └── transformer.py │ ├── optim.py │ ├── trainer.py │ └── utils.py └── train.py └── prose_pde ├── README.md ├── __init__.py ├── evaluate.py ├── parsers.py ├── plot.py ├── scripts ├── gen_data.sh └── gen_sep_data.sh ├── symbolicregression ├── __init__.py ├── envs │ ├── __init__.py │ ├── data_gen_NLE.py │ ├── encoders.py │ ├── environment.py │ ├── fplanck │ │ ├── __init__.py │ │ ├── forces.py │ │ ├── functions.py │ │ ├── potentials.py │ │ ├── solver.py │ │ └── utility.py │ ├── generators.py │ ├── gp_jax.py │ ├── node_utils.py │ ├── ode_generator.py │ ├── pde_generator.py │ ├── utils.py │ └── utils_datagenNLE.py ├── logger.py ├── mode.py ├── model │ ├── __init__.py │ ├── model_wrapper.py │ └── transformer.py ├── optim.py ├── trainer.py └── utils.py └── train.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/felix-lyx/prose/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | checkpoint/ 2 | wandb/ 3 | __pycache__/ 4 | *.pyc 5 | dataset/ -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/felix-lyx/prose/HEAD/LICENSE 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