raspstephan / nwp-downscale

MIT License
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To install the environment:

  1. 'conda init bash'
  2. 'cd env_setup'
  3. 'bash -i install_env.sh'
  4. 'conda activate ilan'

To train a model

  1. Export the expriment configuration with the `export_experiment_args.ipynb' notebook in '/notebooks' to 'exp_path'
  2. run './run_train exp_path'

To evaluate a model

  1. Export the evaluation configuration with the `export_experiment_args.ipynb' notebook in '/notebooks' to 'eval_path'
  2. run 'python eval.py --eval_config eval_path'

To create and save a dataset

  1. Use the 'data-processing.ipynb' notebook in '/notebooks'