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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++ 1.3k 415

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 126 39

Repositories

Showing 10 of 51 repositories
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    C++ 1,280 Apache-2.0 415 155 (7 issues need help) 35 Updated Nov 14, 2024
  • example-models Public
    fastmachinelearning/example-models’s past year of commit activity
    Python 16 10 2 3 Updated Nov 6, 2024
  • SuperSONIC Public

    Common SONIC server infrastructure for HEP and MMA experiments

    fastmachinelearning/SuperSONIC’s past year of commit activity
    Lua 0 1 0 0 Updated Nov 5, 2024
  • smart-pixels Public
    fastmachinelearning/smart-pixels’s past year of commit activity
    CSS 0 1 0 0 Updated Oct 30, 2024
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 126 Apache-2.0 39 13 34 Updated Oct 30, 2024
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 301 132 21 2 Updated Oct 28, 2024
  • qkeras Public Forked from google/qkeras

    QKeras: a quantization deep learning library for Tensorflow Keras

    fastmachinelearning/qkeras’s past year of commit activity
    Python 0 Apache-2.0 107 0 0 Updated Oct 23, 2024
  • 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 3 0 0 Updated Oct 14, 2024
  • pose Public Forked from guanyixi/pose

    11ty static site

    fastmachinelearning/pose’s past year of commit activity
    SCSS 0 1 0 0 Updated Oct 11, 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
    C++ 3 Apache-2.0 2 0 0 Updated Oct 1, 2024
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