Precipitation-nowcasting-with-generative-diffusion-models

Code relative to the publication Precipitation nowcasting with generative diffusion models.

The code is implemented in Tf/Keras, Dataset is avaliable here, setup.py defines the hyperparameters for training and evaluation.

Installation

Users can easily reproduce the environment by running following commands

git clone https://github.com/fmerizzi/Precipitation-nowcasting-with-generative-diffusion-models
cd Precipitation-nowcasting-with-generative-diffusion-models
conda env create -f precipitation_nowcasting.yml
conda activate precipitation_nowcasting