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Fast Machine Learning Lab

Real-time and accelerated ML for fundamental sciences

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  1. hls4ml hls4ml Public

    Machine learning on FPGAs using HLS

    C++ 1.5k 446

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 145 44

Repositories

Showing 10 of 55 repositories
  • nac-opt Public

    Neural Architecture Codesign: A Model Optimization Toolkit for Physics

    fastmachinelearning/nac-opt’s past year of commit activity
    Python 8 Apache-2.0 3 0 0 Updated Apr 22, 2025
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 145 Apache-2.0 44 18 29 Updated Apr 20, 2025
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    C++ 1,451 Apache-2.0 446 172 (7 issues need help) 36 Updated Apr 18, 2025
  • physical-cartpole Public Forked from SensorsINI/physical-cartpole

    Work related to the Inverted Pendulum Hardware

    fastmachinelearning/physical-cartpole’s past year of commit activity
    C 0 5 0 0 Updated Apr 18, 2025
  • cloud-segmentation Public
    fastmachinelearning/cloud-segmentation’s past year of commit activity
    Python 0 1 0 0 Updated Apr 16, 2025
  • l1-jet-id Public

    Training, testing and synthetisation for FPGA of three machine learning models: MLP, deepsets, and interaction networks with application to HL-LHC jet tagging.

    fastmachinelearning/l1-jet-id’s past year of commit activity
    Python 7 Apache-2.0 5 0 0 Updated Apr 15, 2025
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 335 150 24 2 Updated Apr 3, 2025
  • cmssw Public Forked from cms-sw/cmssw

    CMS Offline Software

    fastmachinelearning/cmssw’s past year of commit activity
    C++ 0 Apache-2.0 4,477 0 5 Updated Apr 1, 2025
  • sonic-workflows Public
    fastmachinelearning/sonic-workflows’s past year of commit activity
    Python 3 9 0 0 Updated Apr 1, 2025
  • pose Public Forked from guanyixi/pose

    11ty static site

    fastmachinelearning/pose’s past year of commit activity
    SCSS 0 1 0 0 Updated Mar 25, 2025
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