uhh-pd-ml Goto Github PK

anomaly_exercise

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

beyond_kinematics

bsc_thesis_kristian

Autoencoder and preprocessing tools used in Kristian's bachelor thesis.

bsc_thesis_lennart

Random collection of tools for Lennart's bachelor thesis

cern-csc-2022

Usefull Data Visualization tutorials

cnn-exercises

CNN exercises for the ErUM Data Deep Learning school 2023

epic-fm

EPiC Flow Matching Implementation for Generating Jets as Point Clouds (https://arxiv.org/abs/2310.00049)

epic-gan

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

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.

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)

frechet-distance-evaluation

Frechet Distance Evaluation of Generative Models for Calorimeter Shower Simulation - Bachelorthesis Nana Werther

lhco_epic-fm

Flow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)

treebased_ad

Anomaly Detection using tree-based algorithms

treebased_anomaly_detection