├── .gitignore ├── LICENSE ├── README.md ├── dynamics_task ├── data │ ├── Lorenz_data │ │ ├── Lorenz_x.csv │ │ ├── Lorenz_y.csv │ │ └── Lorenz_z.csv │ ├── dp_f1_test.csv │ ├── dp_f1_train.csv │ ├── dp_f2_test.csv │ ├── dp_f2_train.csv │ ├── dp_ibm_raw │ │ ├── denoised_data │ │ │ ├── 0_denoise.csv │ │ │ ├── 1_denoise.csv │ │ │ ├── 2_denoise.csv │ │ │ ├── 3_denoise.csv │ │ │ ├── 4_denoise.csv │ │ │ ├── 5_denoise.csv │ │ │ └── 6_denoise.csv │ │ ├── discovery_data │ │ │ ├── f1_test.csv │ │ │ ├── f1_train.csv │ │ │ ├── f2_test.csv │ │ │ └── f2_train.csv │ │ └── original │ │ │ ├── README.txt │ │ │ ├── dpc_dataset_csv │ │ │ ├── 0.csv │ │ │ ├── 1.csv │ │ │ ├── 10.csv │ │ │ ├── 11.csv │ │ │ ├── 12.csv │ │ │ ├── 13.csv │ │ │ ├── 14.csv │ │ │ ├── 15.csv │ │ │ ├── 16.csv │ │ │ ├── 17.csv │ │ │ ├── 18.csv │ │ │ ├── 19.csv │ │ │ ├── 2.csv │ │ │ ├── 20.csv │ │ │ ├── 3.csv │ │ │ ├── 4.csv │ │ │ ├── 5.csv │ │ │ ├── 6.csv │ │ │ ├── 7.csv │ │ │ ├── 8.csv │ │ │ └── 9.csv │ │ │ └── dpc_dataset_thetas │ │ │ ├── theta_0.mat │ │ │ ├── theta_1.mat │ │ │ ├── theta_10.mat │ │ │ ├── theta_11.mat │ │ │ ├── theta_12.mat │ │ │ ├── theta_13.mat │ │ │ ├── theta_14.mat │ │ │ ├── theta_15.mat │ │ │ ├── theta_16.mat │ │ │ ├── theta_17.mat │ │ │ ├── theta_18.mat │ │ │ ├── theta_19.mat │ │ │ ├── theta_2.mat │ │ │ ├── theta_20.mat │ │ │ ├── theta_3.mat │ │ │ ├── theta_4.mat │ │ │ ├── theta_5.mat │ │ │ ├── theta_6.mat │ │ │ ├── theta_7.mat │ │ │ ├── theta_8.mat │ │ │ └── theta_9.mat │ ├── lorenz_x_test.csv │ ├── lorenz_x_train.csv │ ├── lorenz_y_test.csv │ ├── lorenz_y_train.csv │ ├── lorenz_z_test.csv │ └── lorenz_z_train.csv ├── dp_makedata.ipynb ├── lorenz_make_data.ipynb ├── spl double pendulum.ipynb └── spl lorenz.ipynb ├── physics_task ├── balldrop_tasks.ipynb ├── data │ ├── Ball_drops_data.xls │ ├── Baseball_test.csv │ ├── Baseball_train.csv │ ├── Blue Basketball_test.csv │ ├── Blue Basketball_train.csv │ ├── Bowling Ball_test.csv │ ├── Bowling Ball_train.csv │ ├── Golf Ball_test.csv │ ├── Golf Ball_train.csv │ ├── Green Basketball_test.csv │ ├── Green Basketball_train.csv │ ├── Orange Whiffle Ball_test.csv │ ├── Orange Whiffle Ball_train.csv │ ├── Tennis Ball_test.csv │ ├── Tennis Ball_train.csv │ ├── Volleyball_test.csv │ ├── Volleyball_train.csv │ ├── Whiffle Ball 1_test.csv │ ├── Whiffle Ball 1_train.csv │ ├── Whiffle Ball 2_test.csv │ ├── Whiffle Ball 2_train.csv │ ├── Yellow Whiffle Ball_test.csv │ └── Yellow Whiffle Ball_train.csv ├── make_datasets_balldrop.py └── run_balldrop_discovery.py ├── regression_task ├── configs_dsr │ ├── nguyen-1.json │ ├── nguyen-10.json │ ├── nguyen-11.json │ ├── nguyen-12.json │ ├── nguyen-1c.json │ ├── nguyen-2.json │ ├── nguyen-2c.json │ ├── nguyen-3.json │ ├── nguyen-4.json │ ├── nguyen-5.json │ ├── nguyen-5c.json │ ├── nguyen-6.json │ ├── nguyen-7.json │ ├── nguyen-8.json │ ├── nguyen-8c.json │ ├── nguyen-9.json │ └── nguyen-9c.json ├── make_datasets.py └── task_info.py ├── requirements.txt ├── run_dsr.py ├── run_gp.py ├── score.py ├── 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