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Tutorials and lectures for advanced deep learning algorithms (with applications in Physics)

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ErUMData - Active Training Course 2023

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

Colab

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:

https://www.dropbox.com/scl/fi/gvmelw7u619moo8nyg3j7/ErUMData.zip?rlkey=kq4do1fmalppjt2v24lzau4li&dl=0

and move it into the datasets folder.

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