uhh-pd-ml
Popular repositories Loading
-
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.
-
flow-exercise
flow-exercise PublicExercise on Normalizing Flows, as conducted in the 2nd Terascale School of Machine Learning (2021)
-
anomaly_exercise
anomaly_exercise PublicExercise on Anomaly Detection in Particle Physics for the 3rd Terascale School of Machine Learning
-
omnijet_alpha
omnijet_alpha PublicCode of the paper "OmniJet-α: The first cross-task foundation model for particle physics" (https://arxiv.org/abs/2403.05618).
-
beyond_kinematics
beyond_kinematics PublicCode of the paper "Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information" (https://arxiv.org/abs/2312.00123).
Python 4
Repositories
- 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.
uhh-pd-ml/sk_cathode’s past year of commit activity - omnijet_alpha Public
Code of the paper "OmniJet-α: The first cross-task foundation model for particle physics" (https://arxiv.org/abs/2403.05618).
uhh-pd-ml/omnijet_alpha’s past year of commit activity - EPiC-FM Public
EPiC Flow Matching Implementation for Generating Jets as Point Clouds (https://arxiv.org/abs/2310.00049)
uhh-pd-ml/EPiC-FM’s past year of commit activity - LHCO_EPiC-FM Public
Flow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)
uhh-pd-ml/LHCO_EPiC-FM’s past year of commit activity - beyond_kinematics Public
Code of the paper "Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information" (https://arxiv.org/abs/2312.00123).
uhh-pd-ml/beyond_kinematics’s past year of commit activity - anomaly_exercise Public
Exercise on Anomaly Detection in Particle Physics for the 3rd Terascale School of Machine Learning
uhh-pd-ml/anomaly_exercise’s past year of commit activity - treebased_anomaly_detection Public
uhh-pd-ml/treebased_anomaly_detection’s past year of commit activity - FastJet-LHCO Public Forked from ewencedr/FastJet-LHCO
Jet Clustering with FastJet on LHC-Olympics Data
uhh-pd-ml/FastJet-LHCO’s past year of commit activity - CNN-exercises Public Forked from ewencedr/CNN-exercises
CNN exercises for the ErUM Data Deep Learning school 2023
uhh-pd-ml/CNN-exercises’s past year of commit activity
