This repository contains the notebooks of our CAS AML project on precipitation prediction in Switzerland.
- M1_Classic_methods: unsupervised and supervised methods (Module 1)
- M2_Deep_learning: ANN and CNN models (Module 2)
- M3_Autoencoders: Different autoencoder structures on geopotential height (Module 3)
- M3_Visualization_CNN: Visualization of hidden layers of a CNN for extreme precipitation prediction (Module 3)
- M3_Visualization_AE: Autoencoder on the precipitation fields in Switzerland (Module 3)