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particle_fm
particle_fm PublicEasily train and evaluate multiple flow matching generative models on various particle physics datasets
Python 9
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uhh-pd-ml/EPiC-FM
uhh-pd-ml/EPiC-FM PublicEPiC Flow Matching Implementation for Generating Jets as Point Clouds (https://arxiv.org/abs/2310.00049)
Python 2
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uhh-pd-ml/LHCO_EPiC-FM
uhh-pd-ml/LHCO_EPiC-FM PublicFlow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)
Jupyter Notebook 2
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CNN-exercises
CNN-exercises PublicExercises on Convolutional Neural Networks (CNNs) created for the ErUM Data Deep Learning School 2023
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uhh-pd-ml/sk_cathode
uhh-pd-ml/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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