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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 10 9

2. JetCLR JetCLR Public

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

   Python 7 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.

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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.

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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. AnomalyCLR AnomalyCLR Public

   AnomalyCLR is a self-supervised technique to learn representations for anomaly detection tasks.

   Python 1