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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++ 1.4k 435

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 140 42

Repositories

Showing 10 of 54 repositories
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 140 Apache-2.0 42 18 28 Updated Mar 16, 2025
  • SuperSONIC Public

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

    fastmachinelearning/SuperSONIC’s past year of commit activity
    JSON 5 Apache-2.0 5 0 0 Updated Mar 14, 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 13, 2025
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    C++ 1,398 Apache-2.0 435 166 (7 issues need help) 34 Updated Mar 12, 2025
  • cloud-segmentation Public
    fastmachinelearning/cloud-segmentation’s past year of commit activity
    0 0 0 0 Updated Mar 6, 2025
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 323 145 23 2 Updated Mar 3, 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 Feb 12, 2025
  • qonnx_model_zoo Public

    Model zoo for the Quantized ONNX (QONNX) model format

    fastmachinelearning/qonnx_model_zoo’s past year of commit activity
    12 3 0 1 Updated Feb 9, 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 6 Apache-2.0 5 0 0 Updated Dec 19, 2024
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