ErUMData - Active Training Course 2023

Tutorials and lectures for Diffusion and Transformer Models hosted by the ErUM-Data-Hub (Link to indico) in Meinerzhagen.

Tutor: Theo Heimel

Dataset (if using Colab, ignore this section)

The physics datasets used for these tutorials were slightly too big to put here, but they can be downloaded by executing

# get into directory and execute
cd datasets
python get_data.py

or directly download it here:

and move it into the datasets folder.

Name		Name	Last commit message	Last commit date
datasets		datasets
gifs		gifs
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
tutorial1_diffusion.ipynb		tutorial1_diffusion.ipynb
tutorial1_diffusion_solution.ipynb		tutorial1_diffusion_solution.ipynb
tutorial2_transformer.ipynb		tutorial2_transformer.ipynb
tutorial2_transformer_solution.ipynb		tutorial2_transformer_solution.ipynb