Skip to content

galib19/DeepExtrema-IJCAI22-

Repository files navigation

DeepExtrema-IJCAI22

Data

All data files can be found in the Data folder.

Code

All codes are available in the Code folder.

Baseline Models

  • baseline_models.py: Contains all baseline models except EVL.

EVL Baseline

General Utilities

  • general_utilities.py: Contains general functions for data processing, GEV likelihood estimation, standardization, etc.

Main Programs

  • main_Ausgrid.py: Main program for Ausgrid data.
  • main_Hurricanes.py: Main program for hurricanes data.
  • main_Weather.py: Main program for weather data.

DeepExtrema Model

  • model.py: Contains the DeepExtrema model.

Training Utilities

  • train_model_gev.py: Contains the training function.
  • train_utilities.py: Contains functions for training, including plotting and metrics calculations.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published