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ewencedr/README.md

Hi there 👋

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  1. particle_fm particle_fm Public

    Easily train and evaluate multiple flow matching generative models on various particle physics datasets

    Python 9

  2. erum-data-idt/pd4ml erum-data-idt/pd4ml Public

    Python 25 10

  3. uhh-pd-ml/EPiC-FM uhh-pd-ml/EPiC-FM Public

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

    Python 2

  4. uhh-pd-ml/LHCO_EPiC-FM uhh-pd-ml/LHCO_EPiC-FM Public

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

    Jupyter Notebook 2

  5. CNN-exercises CNN-exercises Public

    Exercises on Convolutional Neural Networks (CNNs) created for the ErUM Data Deep Learning School 2023

    Jupyter Notebook 1 2

  6. uhh-pd-ml/sk_cathode uhh-pd-ml/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.

    Python 13 7