uhh-pd-ml
Popular repositories
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sk_cathode
sk_cathode PublicAn instructive notebook implementation of anomaly detection algorithms, such as CATHODE, hiding the technical implementation details behind a scikit-learn-like API.
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flow-exercise
flow-exercise PublicExercise on Normalizing Flows, as conducted in the 2nd Terascale School of Machine Learning (2021)
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anomaly_exercise
anomaly_exercise PublicExercise on Anomaly Detection in Particle Physics for the 3rd Terascale School of Machine Learning
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beyond_kinematics
beyond_kinematics PublicCode for the results presented in the paper 'Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information'.
Python 4
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Repositories
- omnijet_alpha Public
Code of the paper "OmniJet-α: The first cross-task foundation model for particle physics" (https://arxiv.org/abs/2403.05618).
- EPiC-FM Public
EPiC Flow Matching Implementation for Generating Jets as Point Clouds (https://arxiv.org/abs/2310.00049)
- LHCO_EPiC-FM Public
Flow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)
- 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.
-
- beyond_kinematics Public
Code for the results presented in the paper 'Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information'.
- anomaly_exercise Public
Exercise on Anomaly Detection in Particle Physics for the 3rd Terascale School of Machine Learning
- treebased_anomaly_detection Public
- FastJet-LHCO Public Forked from ewencedr/FastJet-LHCO
Jet Clustering with FastJet on LHC-Olympics Data
- CNN-exercises Public Forked from ewencedr/CNN-exercises
CNN exercises for the ErUM Data Deep Learning school 2023
