├── README.md ├── data ├── normalization_coefs │ ├── mean_1974_2011.nc │ └── std_1974_2011.nc └── static_predictors │ └── ERA5_eval_ccam_12km.198110_NZ_Invariant.nc ├── environment.yml ├── experiment_configs ├── GAN │ ├── config_experiments_all_extreme.json │ ├── config_experiments_all_high_adv.json │ ├── config_experiments_all_low_adv.json │ ├── config_experiments_all_lowrange.json │ ├── config_experiments_all_midrange.json │ └── config_experiments_all_very_high_adv.json ├── GAN_intensity_penalty │ ├── config_experiments_all_extreme.json │ ├── config_experiments_all_extreme_extreme.json │ ├── config_experiments_all_high_adv.json │ ├── config_experiments_all_low_adv.json │ ├── config_experiments_all_lowrange.json │ ├── config_experiments_all_midrange.json │ ├── config_experiments_all_midrange_norm.json │ ├── config_experiments_all_very_high_adv.json │ ├── config_experiments_all_very_high_adv_noresm2-mm.json │ ├── config_experiments_high_low_intensity_constraint.json │ ├── modified_intensity_constraint_value_very_high_adv.json │ ├── multi_gcm.hson │ ├── multi_gcm.json │ └── wind_config.json ├── Hist_vs_future_runs │ ├── config_access.json │ ├── config_access_historical.json │ ├── config_access_historical_temperature.json │ ├── config_access_v2.json │ ├── config_ecearth3.json │ ├── config_noresm2-mm.json │ ├── config_noresm2mm.json │ ├── historical.json │ └── historical_norm.json ├── new_experiments │ ├── config_experiments_high_low_intensity_constraint.json │ ├── median_adv_low_constraint.json │ ├── modified_intensity_constraint_value_very_high_adv.json │ └── wind_config.json ├── reviewer_experiments │ ├── ACCESS-CM2_Experiments │ │ ├── acess_v2.json │ │ ├── acess_v3.json │ │ ├── acess_v4.json │ │ ├── acess_v5.json │ │ ├── config_access.json │ │ └── config_access_v3.json │ ├── ACCESS-CM2_Experiments_IC │ │ ├── acess_average_iten.json │ │ ├── acess_average_iten_v2.json │ │ ├── acess_v2.json │ │ ├── acess_v3.json │ │ ├── acess_v4.json │ │ ├── acess_v5.json │ │ ├── config_access.json │ │ └── config_access_v3.json │ ├── EC-Earth3_Experiments │ │ ├── acess_v2.json │ │ ├── config_access.json │ │ └── config_access_v3.json │ └── config_access.json └── t_models │ └── config_experiments_all_very_high_adv.json ├── notebooks ├── cc_signal.ipynb ├── check_inputs.ipynb ├── create_rank.ipynb ├── create_seasonal_metrics.ipynb ├── crps_skillscore.ipynb ├── evaluation_climo.ipynb ├── evaluation_seasonal_metrics.ipynb ├── figure3_updated.ipynb ├── model_testing_revoewer.ipynb ├── plot_nz_region.ipynb ├── rank_hist_final.ipynb └── test_model_inference.ipynb ├── notes.txt ├── ops ├── log │ ├── 40600556-GPU_job.out │ ├── 46064151-GPU_job.out │ ├── 46064178-GPU_job.out │ ├── 46064363-GPU_job.out │ ├── 46064373-GPU_job.out │ ├── 46064375-GPU_job.out │ ├── 46064379-GPU_job.out │ ├── 46064381-GPU_job.out │ ├── 46064423-GPU_job.out │ ├── 46066259-GPU_job.out │ ├── 46088808-GPU_job.out │ ├── 46093470-GPU_job.out │ └── log │ │ ├── 40600707-GPU_job.out │ │ └── 40600839-GPU_job.out ├── model_inference │ ├── __pycache__ │ │ └── src_eval_inference.cpython-38.pyc │ ├── apply_cascaded_model_ancil.sl │ ├── apply_cascaded_model_ancil_pr.sl │ ├── apply_cascaded_model_mahuika.sl │ ├── log │ │ ├── 40600037-GPU_job.out │ │ ├── 40601551-GPU_job.out │ │ ├── 40601901-GPU_job.out │ │ ├── 46065267-GPU_job.out │ │ ├── 46065273-GPU_job.out │ │ ├── 46065290-GPU_job.out │ │ ├── 46065349-GPU_job.out │ │ ├── 46065424-GPU_job.out │ │ ├── 46065943-GPU_job.out │ │ ├── 46066085-GPU_job.out │ │ └── 46080414-GPU_job.out │ ├── metadata.json │ ├── metadata_all_gcms.json │ ├── model_inference_all_gcms.py │ ├── model_inference_cascade.py │ ├── model_inference_tmax.py │ ├── src_eval_inference.py │ └── test_inference.py ├── multi_gcm_training.py ├── new_training.py ├── run_bash_config.sh ├── run_config_experiments.sl ├── run_config_experiments_ancil.sl ├── run_config_experiments_mahu.sl ├── run_config_experiments_mahu_tmax.sl ├── run_config_gust.sl ├── run_unet.sl ├── train_model.py ├── train_model_gust.py ├── train_model_rain_future.py ├── train_model_temp.py └── train_unet.py ├── outputs ├── NIWA-REMS │ └── examine_outputs.py ├── NIWA-REMS_Extreme │ └── examine_outputs.py ├── Val_metrics │ ├── val_metrics.py │ └── val_metrics.sl └── visualize_outputs.ipynb ├── plot_nz_region.ipynb └── src ├── .ipynb_checkpoints ├── analyse_experiments_src-checkpoint.py ├── gan-checkpoint.py ├── layers-checkpoint.py ├── models-checkpoint.py ├── post_process_funcs-checkpoint.py └── process_input_training_data-checkpoint.py ├── __pycache__ ├── analyse_experiments_src.cpython-38.pyc ├── gan.cpython-38.pyc ├── gan.cpython-39.pyc ├── gan_multi_gcm.cpython-38.pyc ├── layers.cpython-38.pyc ├── layers.cpython-39.pyc ├── models.cpython-38.pyc ├── models.cpython-39.pyc ├── post_process_funcs.cpython-38.pyc ├── process_input_training_data.cpython-38.pyc └── process_input_training_data.cpython-39.pyc ├── analyse_experiments_src.py ├── fourier_layers.py ├── gan.py ├── 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