Pinned Repositories
anomaly_exercise
Exercise on Anomaly Detection in Particle Physics for the 3rd Terascale School of Machine Learning
beyond_kinematics
Code of the paper "Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information" (https://arxiv.org/abs/2312.00123).
EPiC-GAN
Pytorch implementation of the EPiC-GAN as introduced in http://arxiv.org/abs/2301.08128
FastJet-LHCO
Jet Clustering with FastJet on LHC-Olympics Data
flow-exercise
Exercise on Normalizing Flows, as conducted in the 2nd Terascale School of Machine Learning (2021)
LHCO_EPiC-FM
Flow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)
omnijet_alpha
Code of the paper "OmniJet-α: The first cross-task foundation model for particle physics" (https://arxiv.org/abs/2403.05618).
sk_cathode
An instructive notebook implementation of anomaly detection algorithms, such as CATHODE, hiding the technical implementation details behind a scikit-learn-like API.
treebased_ad
Anomaly Detection using tree-based algorithms
treebased_anomaly_detection
uhh-pd-ml's Repositories
uhh-pd-ml/sk_cathode
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/anomaly_exercise
Exercise on Anomaly Detection in Particle Physics for the 3rd Terascale School of Machine Learning
uhh-pd-ml/EPiC-GAN
Pytorch implementation of the EPiC-GAN as introduced in http://arxiv.org/abs/2301.08128
uhh-pd-ml/flow-exercise
Exercise on Normalizing Flows, as conducted in the 2nd Terascale School of Machine Learning (2021)
uhh-pd-ml/omnijet_alpha
Code of the paper "OmniJet-α: The first cross-task foundation model for particle physics" (https://arxiv.org/abs/2403.05618).
uhh-pd-ml/beyond_kinematics
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/FastJet-LHCO
Jet Clustering with FastJet on LHC-Olympics Data
uhh-pd-ml/treebased_ad
Anomaly Detection using tree-based algorithms
uhh-pd-ml/EPiC-FM
EPiC Flow Matching Implementation for Generating Jets as Point Clouds (https://arxiv.org/abs/2310.00049)
uhh-pd-ml/LHCO_EPiC-FM
Flow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)
uhh-pd-ml/treebased_anomaly_detection
uhh-pd-ml/CNN-exercises
CNN exercises for the ErUM Data Deep Learning school 2023
uhh-pd-ml/Evaluation_of_metrics_fo_generative_models-thesis_Jan_Schreiber
The repository for my bachelor's thesis - Benchmarking of different metrics for the evaluation of the output of GANs in comparisson to fully simulated Geant4 Data.
uhh-pd-ml/bsc_thesis_lennart
Random collection of tools for Lennart's bachelor thesis
uhh-pd-ml/bsc_thesis_kristian
Autoencoder and preprocessing tools used in Kristian's bachelor thesis.
uhh-pd-ml/CERN-CSC-2022
Usefull Data Visualization tutorials
uhh-pd-ml/Frechet-Distance-Evaluation
Frechet Distance Evaluation of Generative Models for Calorimeter Shower Simulation - Bachelorthesis Nana Werther