UHH Particles & Detectors - Machine Learning Project Space

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1. omnijet_alpha omnijet_alpha Public

   Code of the paper "OmniJet-α: The first cross-task foundation model for particle physics" (https://arxiv.org/abs/2403.05618).

   Python 25 13

2. sk_cathode sk_cathode Public

   An instructive notebook implementation of anomaly detection algorithms, such as CATHODE, hiding the technical implementation details behind a scikit-learn-like API.

   Python 15 12

3. anomaly_exercise anomaly_exercise Public

   Exercise on Anomaly Detection in Particle Physics for the 3rd Terascale School of Machine Learning

   Jupyter Notebook 9 4

4. EPiC-GAN EPiC-GAN Public

   Pytorch implementation of the EPiC-GAN as introduced in http://arxiv.org/abs/2301.08128

   Python 7 3

5. AgentsOfDiscovery AgentsOfDiscovery Public

   Python 7 6

6. flow-exercise flow-exercise Public

   Exercise on Normalizing Flows, as conducted in the 2nd Terascale School of Machine Learning (2021)

   Jupyter Notebook 6 9