├── .gitignore ├── LICENSE ├── README.m ├── configs ├── 000-test.yml ├── 001-Upscale.yml ├── 002-Upscale_t2m.yml └── 003-WGAN_noisy_cond.yml ├── env_setup ├── ilan_env.yml ├── ilan_env_requirements.txt └── install_env.sh ├── environment.yml ├── experiments ├── broadleingan_ens10_tp_random.json ├── broadleingan_ens10_tp_random_added_vars_TCW-T-CAPE-CIN.json ├── broadleingan_ens10_tp_random_added_vars_TCW.json ├── broadleingan_ens10_tp_random_added_vars_TCW_ens_mean_L1_weighted_gen_loss.json ├── corrector_ensemble_forecast_x10_log_trans_random_extra_vars_TCW-T-CAPE-CIN_broadfield_channel_padded_10.json ├── corrector_ensemble_forecast_x10_log_trans_random_extra_vars_TCW-T-CAPE-CIN_broadfield_channel_padded_15.json ├── corrector_ensemble_forecast_x10_random_extra_vars_TCW-T-CAPE-CIN_log_trans ├── corrector_ensemble_forecast_x10_random_extra_vars_TCW-T-CAPE-CIN_log_trans.json ├── corrector_ensemble_tp_x10_stacked_log_trans_with_single_TCW_T_CAPE_CI_tp_padded_15_channel.json ├── correctorgan-v3.json ├── correctorgan-v4.json ├── correctorgan.json ├── eval_correctorgan_ens10_tp_stacked_added_vars_TCW-T-CAPE-CIN-v2-full-ds-in-memory.json ├── eval_correctorgan_ens10_tp_stacked_added_vars_TCW-T-CAPE-CIN-v2-load_patchs-latest.json ├── eval_correctorgan_ens10_tp_stacked_added_vars_TCW-T-CAPE-CIN-v2-load_patchs.json ├── eval_correctorgan_ens10_tp_stacked_added_vars_TCW-T-CAPE-CIN-v2.json ├── eval_correctorgan_ens10_tp_stacked_added_vars_TCW-T-CAPE-CIN.json ├── eval_leingan_ens10_tp_and_added_vars_TCW-T-CAPE-CIN-broadfield_channel.json ├── eval_leingan_ens10_tp_random_added_vars_TCW-T-CAPE-CIN.json ├── eval_leingan_ens10_tp_random_input.json ├── eval_leingan_ens10_tp_random_input_ens_mean_L1_weighted_gen_loss.json ├── eval_leingan_ens10_tp_stacked_input.json ├── eval_leingan_ensemble_tp_and_added_vars_TCW_with_broadfield_channel.json ├── eval_leingan_ensemble_tp_and_added_vars_TCW_with_broadfield_channel2.json ├── eval_leingan_pure_sr_on_ens10_tp_stacked.json ├── eval_leingan_single_forecast_tp_added_vars_TCW.json ├── eval_leingan_single_forecast_tp_broadfield_channel_added_vars_TCW.json ├── eval_leingan_single_forecast_tp_input.json ├── eval_leingan_single_forecast_tp_with_consts_input.json ├── eval_wgan-gp-smoothed_single_forecast_tp.json ├── eval_wgan-gp_single_forecast_tp.json ├── leingan_ens10_tp__no_log_trans_and_added_vars_TCW_broadfield_channel.json ├── leingan_ens10_tp_and_added_vars_TCW-T-CAPE-CIN-broadfield_channel.json ├── leingan_ens10_tp_and_added_vars_TCW_broadfield_channel.json ├── leingan_ens10_tp_discSN_random_input.json ├── leingan_ens10_tp_no_log_trans_and_added_vars_TCW_broadfield_channel.json ├── leingan_ens10_tp_random_added_vars_TCW-T-CAPE-CIN.json ├── leingan_ens10_tp_random_finetuning.json ├── leingan_ens10_tp_random_input.json ├── leingan_ens10_tp_random_input_ens_mean_L1_weighted_gen_loss.json ├── leingan_ens10_tp_random_input_low_lr.json ├── leingan_ens10_tp_random_input_ns_mean_L1_weighted_gen_loss.json ├── leingan_ens10_tp_stacked_input.json ├── leingan_ens10_tp_with_constants_input.json ├── leingan_single_forecast_tp_added_vars_TCW-T-CAPE-CIN.json ├── leingan_single_forecast_tp_added_vars_TCW.json ├── leingan_single_forecast_tp_broadfield_channel_added_vars_TCW.json ├── leingan_single_forecast_tp_pure_sr.json ├── leingan_single_forecast_tp_pure_sr_pretraining.json ├── leingan_single_forecast_with_constants_input.json ├── leingan_single_forecast_with_constants_input_low_lr.json ├── model_eval_config_paths.json ├── test_args.json ├── test_ds_full_data_attribute ├── test_ds_full_data_attribute.json ├── test_leingan_ens10_tp_random_input_deepmind_loss.json ├── test_load_in_get_item.json ├── test_new_loss_config.json └── test_pinned_memory.json ├── notebooks ├── 16-Ensemble-Data.ipynb ├── 18-Evaluation-Refactored.ipynb ├── LeinSAGAN.ipynb ├── MNIST WGAN-GP.ipynb ├── MetNetGen.ipynb ├── PL-WGAN-GP.ipynb ├── data-exploration.ipynb ├── data-processing.ipynb ├── discriminator_check.ipynb ├── download_mrms.ipynb ├── dump_test.py ├── eval-load-images.py ├── eval.py ├── eval_dev.ipynb ├── evaluation.ipynb ├── export_experiment_args.ipynb ├── full_field_eval.py ├── href_patch_eval.py ├── ilan_src │ ├── dataloader.py │ ├── models.py │ └── utils.py ├── load-train-save.ipynb ├── run_full_field_eval.sh ├── run_patch_eval.sh ├── run_train.sh ├── sample_indices.pkl ├── src ├── stephan_notebooks │ ├── 01-Initial_EDA.ipynb │ ├── 02-Sample_Size-Estimate.ipynb │ ├── 03-High_Resolution_Topography.ipynb │ ├── 04-Dataloader.ipynb │ ├── 05-First_CNN.ipynb │ ├── 06-Generator.ipynb │ ├── 07-HRRR-HREF.ipynb │ ├── 08-Stephans_GAN.ipynb │ ├── 09-Debug-dataloader.ipynb │ ├── 10-Categorical.ipynb │ ├── 11-Baseline-SRGAN.ipynb │ ├── 12-SRGAN-Modificatios.ipynb │ ├── 13-Pure-SR.ipynb │ ├── 14-log_tests.ipynb │ ├── 15-Evaluation.ipynb │ ├── 17-Patch-evaluation.ipynb │ ├── 18-HREF-Evaluation.ipynb │ ├── 19-Eval-with-Ilans-models.ipynb │ ├── 20-Small-Stride.ipynb │ ├── 21-HREF-vs-HRRR.ipynb │ ├── 22-Absolute-Indexing.ipynb │ ├── 22-Evaluate-full-models.ipynb │ ├── 23-HREF-Patches.ipynb │ ├── Experiments_Categorical │ │ ├── 01-Precip_only.ipynb │ │ ├── 02-Precip_only-no_nb.ipynb │ │ ├── 03-Orography.ipynb │ │ ├── 04-LSM.ipynb │ │ ├── 05-T2M.ipynb │ │ ├── 06-TCW.ipynb │ │ ├── 07-UV.ipynb │ │ └── src │ ├── MH_notebooks │ │ ├── 01_Check_dataloader.ipynb │ │ ├── 02_Check_regridding.ipynb │ │ ├── 03_Develop_baseline.ipynb │ │ ├── 04_test_evaluation.ipynb │ │ ├── 05_continue_evaluation_dev.ipynb │ │ └── 06_test_trainingscript_output.ipynb │ ├── esr_gan.ipynb │ ├── ilan_src │ ├── ilan_test.ipynb │ ├── src │ └── tmp.ipynb ├── test_eval_in_train.ipynb ├── tigge_interp_patch_eval.py ├── train-corrector.py ├── train-load-images.py ├── train.py ├── view_eval.html ├── view_eval.ipynb ├── visualise_predictions-load-images.py ├── visualise_predictions.py └── visualise_sr_predictions.py ├── scripts ├── create_href.py ├── download_href.py ├── download_hrrr.py ├── download_mrms.py ├── 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