- baseline_models.py: contains all the baselines except EVL.
- extreme_time(EVL).py: contains the EVL baseline (derived from this package: https://github.com/tymefighter/Forecast)
- extreme_time_2(EVL).py: EVL baseline (another version) (derived from this package: https://github.com/tymefighter/Forecast)
- general_utilities.py: containts the general functions for data processing, GEV likelihood estimation, standardization, etc.
- main_Ausgrid.py: containts the main program for Ausgrid data
- main_Hurricanes.py: containts the main program for hurricanes data
- main_Weather.py: containts the main program for weather data
- model.py: containts the DeepExtrema model
- train_model_gev.py: containts the training function
- train_utilities.py: containts the functions for training, such as all the plotting functions, metrics calculations, etc.