/METxai

An interplay of (explainable) AI and expert knowledge of weather forecast.

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

METxai

An interplay of (explainable) AI and expert knowledge of weather forecast.

This repo serves to demo the application of explainable AI approaches to weather forecasting usecases with deep learning.

Structure 📁

Structure of the repositary:

  • notebooks Example notebooks about data processing, model training and xai analysis. All data and models needed to replicate the results shown in the notebooks are included in the subfolders data and models.
  • explore_xai Explore the existing xai solutions for regression problems.