/DeepExtremeMixtureModel

Official code release for Deep Extreme Mixture Model by Wilson, McDonald, Galib, Tan, and Luo.

Primary LanguageJupyter Notebook

DeepExtremeMixtureModel

Official code release for Deep Extreme Mixture Model by Wilson, McDonald, Galib, Tan, and Luo.

Overview

In this work, we propose a three component hurdle-lognormal-extreme mixture model for modelling spatiotemporal precipitation data.

Folders

  • archive - Contains first-iteration source code which is no longer used in experiments, but which is worth keeping around
  • data - Contains data used in experiments and associated files
  • src - Contains the most up-to-date source code used in experiments.