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@fastmachinelearning

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++ 1.3k 422

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 131 40

Repositories

Showing 10 of 53 repositories
  • Morph Public

    Morph: A Model Optimization Toolkit for Physics

    fastmachinelearning/Morph’s past year of commit activity
    Jupyter Notebook 7 2 0 0 Updated Dec 25, 2024
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    C++ 1,321 Apache-2.0 422 159 (7 issues need help) 41 Updated Dec 23, 2024
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 310 139 21 2 Updated Dec 23, 2024
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 131 Apache-2.0 40 16 24 Updated Dec 20, 2024
  • 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 5 Apache-2.0 2 0 0 Updated Dec 19, 2024
  • ml-quantum-readout Public
    fastmachinelearning/ml-quantum-readout’s past year of commit activity
    Jupyter Notebook 1 2 0 0 Updated Dec 16, 2024
  • example-models Public
    fastmachinelearning/example-models’s past year of commit activity
    Python 18 12 2 0 Updated Dec 16, 2024
  • pose Public Forked from guanyixi/pose

    11ty static site

    fastmachinelearning/pose’s past year of commit activity
    SCSS 0 1 0 0 Updated Dec 12, 2024
  • SuperSONIC Public

    Common SONIC server infrastructure for HEP and MMA experiments

    fastmachinelearning/SuperSONIC’s past year of commit activity
    JSON 2 4 0 0 Updated Dec 11, 2024
  • smart-pixels Public
    fastmachinelearning/smart-pixels’s past year of commit activity
    CSS 0 1 0 0 Updated Dec 5, 2024
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