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@fastmachinelearning

Fast Machine Learning Lab

Real-time and accelerated ML for fundamental sciences

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  1. hls4ml Public

    Machine learning on FPGAs using HLS

    C++ 1.4k 438

  2. qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 142 43

Repositories

Showing 10 of 55 repositories
  • hls4ml Public

    Machine learning on FPGAs using HLS

    C++ 1,411 Apache-2.0 438 166 (7 issues need help) 35 Updated Mar 21, 2025
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 142 Apache-2.0 43 18 28 Updated Mar 19, 2025
  • cloud-segmentation Public
    Python 0 0 0 0 Updated Mar 19, 2025
  • pose Public Forked from guanyixi/pose

    11ty static site

    SCSS 0 1 0 0 Updated Mar 18, 2025
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    Jupyter Notebook 327 145 23 1 Updated Mar 18, 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.

    Python 6 Apache-2.0 5 0 0 Updated Mar 17, 2025
  • SuperSONIC Public

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

    JSON 5 Apache-2.0 5 0 0 Updated Mar 14, 2025
  • nac-opt Public

    Neural Architecture Codesign: A Model Optimization Toolkit for Physics

    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

    12 3 0 1 Updated Feb 9, 2025
  • smart-pixels Public
    CSS 0 1 0 0 Updated Jan 3, 2025
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