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@mpp-hep Machine Learning for Particle Physics

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    18 repositories

    • ADC2021-results

      Public
      Python
      •3•1•0•2•Updated Nov 28, 2023Nov 28, 2023

    • knowledge-distillation

      Public
      The repository is dedicated to study of knowledge distillation techniques for L1 trigger usage
      PureBasic
      •0•5•0•0•Updated Jun 1, 2023Jun 1, 2023

    • L1BTag

      Public
      Scripts and code used for the ongoing Level 1 b quark tagging project for CMS
      Python
      •11•0•0•0•Updated Nov 16, 2022Nov 16, 2022

    • ADC2021

      Public
      Anomaly detection at 40 MHz: Data challenge
      CSS
      •0•1•0•0•Updated Oct 6, 2022Oct 6, 2022

    • gof_tests

      Public
      Goodness-of-fit tests for model-independent searches
      Jupyter Notebook
      •2•2•2•0•Updated Jun 21, 2022Jun 21, 2022

    • jet_tagging_level1_paper

      Public
      0•0•0•0•Updated May 6, 2022May 6, 2022

    • ADC2021-examplecode

      Public
      Jupyter Notebook
      •14•0•0•0•Updated Jan 12, 2022Jan 12, 2022

    • DarkFlow

      Public
      Python
      •3•5•0•0•Updated Dec 7, 2021Dec 7, 2021

    • mpp-hep.github.io

      Public
      A shiny website https://mpp-hep.github.io
      SCSS
      •
      Other
      •1•0•0•0•Updated Nov 10, 2021Nov 10, 2021

    • VAE_ADA_pipe

      Public
      Anomaly Detection with (Variational) Autoencoders Pipeline
      Python
      •0•0•0•0•Updated Aug 24, 2021Aug 24, 2021

    • fastCNNs

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 16, 2020Jul 16, 2020

    • EMDloss

      Public
      Jupyter Notebook
      •2•1•0•0•Updated Jun 15, 2020Jun 15, 2020

    • JetAnomaly_CHEP19

      Public
      Jupyter Notebook
      •2•0•0•0•Updated Apr 22, 2020Apr 22, 2020

    • CmsOpenDataNtuplizer

      Public
      Python
      •1•0•0•0•Updated Apr 18, 2020Apr 18, 2020

    • TopologyClassification

      Public
      Codebase to reproduce dataset for https://arxiv.org/abs/1807.00083
      Python
      •2•0•0•0•Updated Jan 24, 2020Jan 24, 2020

    • logo

      Public
      mPP logo
      MIT License
      •0•1•0•0•Updated Oct 30, 2019Oct 30, 2019

    • FastPFJets

      Public
      Deep Learning model to perform CMS PFJet reconstruction for real-time analysis in the scouting stream
      0•0•0•0•Updated Oct 3, 2019Oct 3, 2019

    • JetGen

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Aug 5, 2019Aug 5, 2019