Popular repositories

1. dlpp-tutorials dlpp-tutorials Public

   Tutorials for the Deep Learning in Particle Physics course, spring semester 2022, at the University of Heidelberg.

   Jupyter Notebook 9 7

2. JetCLR JetCLR Public

   Core codebase for JetCLR, a high-energy-physics tool for the self-supervised contrastive learning of jet representations.

   Python 5 5

3. jet-preprocessing jet-preprocessing Public

   Scripts and notebooks for pre-processing jet data into different formats, primarily the jet-image and Lund plane formats. The focus is on datasets used in the Landscape of Top Taggers challenge.

   Jupyter Notebook 2 5

4. lda-jet-substructure lda-jet-substructure Public

   Code to use the Latent Dirichlet Allocation probabilistic model to extract sub-classes (topics) from collider data.

   Python 1

5. dijet-preprocessing dijet-preprocessing Public

   Scripts and notebooks for pre-processing di-jet event data into different formats, primarily the jet-image and Lund plane formats. The focus is on the LHC Olympics 2020 datasets.

   Python 1

6. jet-mixture-vae jet-mixture-vae Public

   Using a mixture model VAE to analyse jet images.

   Jupyter Notebook