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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 132 40

Repositories

Showing 10 of 53 repositories
  • SuperSONIC Public

    Server infrastructure for inference-as-a-service in large scientific experiments

    fastmachinelearning/SuperSONIC’s past year of commit activity
    YAML 3 5 0 1 Updated Jan 10, 2025
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    C++ 1,332 Apache-2.0 422 159 (7 issues need help) 39 Updated Jan 10, 2025
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 313 139 22 1 Updated Jan 10, 2025
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 132 Apache-2.0 40 16 24 Updated Jan 10, 2025
  • nac-opt Public

    Neural Architecture Codesign: A Model Optimization Toolkit for Physics

    fastmachinelearning/nac-opt’s past year of commit activity
    Python 7 Apache-2.0 2 0 0 Updated Jan 8, 2025
  • smart-pixels Public
    fastmachinelearning/smart-pixels’s past year of commit activity
    CSS 0 1 0 0 Updated Jan 3, 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 5 Apache-2.0 3 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
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