├── LICENSE.txt ├── Pangu-Weather ├── Pangu_GPU.yml ├── Pangu_era5.py ├── Pangu_era5.sh ├── Pangu_namelist.py ├── README.md ├── constants.py └── stats │ ├── global_means.npy │ ├── global_stds.npy │ ├── ordering.npy │ ├── pangu_stds_pl.npy │ └── pangu_stds_sfc.npy ├── README.md ├── drn ├── README.md ├── __init__.py ├── aggregate_results.py ├── data │ ├── __init__.py │ └── processed │ │ ├── load_data_processed.py │ │ └── load_data_processed_denormed.py └── src │ ├── DRN │ ├── DRN_model.py │ ├── DRN_predict.py │ ├── DRN_predict_evaluate.py │ ├── DRN_train.py │ └── __init__.py │ ├── __init__.py │ ├── data │ ├── __init__.py │ ├── make_mean_std_max_values.py │ ├── make_mean_std_min_values.py │ ├── make_test_data_single.py │ ├── make_train_data_single.py │ └── make_train_test_denormalized_data.py │ └── utils │ ├── CRPS.py │ ├── __init__.py │ ├── data_split.py │ └── drn_make_X_array.py ├── easyuq ├── README.md └── run_euq.py ├── evaluation ├── README.md ├── calculate_bias.py ├── calculate_ens_spread.py ├── calculate_pit.py └── ensemble_crps.py ├── imgs ├── crps_per_time.png ├── example_pert_ifsp.png ├── example_pert_rfp.png ├── example_pert_rnp.png └── overview.png ├── plots ├── fcn_plots.ipynb ├── ifs_plots.ipynb └── pangu_plots.ipynb ├── utils └── utils.py └── wb2 └── ifs.py /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cbuelt/dduq/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /Pangu-Weather/Pangu_GPU.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cbuelt/dduq/HEAD/Pangu-Weather/Pangu_GPU.yml -------------------------------------------------------------------------------- /Pangu-Weather/Pangu_era5.py: -------------------------------------------------------------------------------- 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