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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

    Python 1.8k 526

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 178 57

Repositories

Showing 10 of 61 repositories
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    Python 1,812 Apache-2.0 526 190 (7 issues need help) 29 Updated Feb 25, 2026
  • smart-pixels Public
    fastmachinelearning/smart-pixels’s past year of commit activity
    CSS 0 1 0 0 Updated Feb 25, 2026
  • nac-opt Public

    Neural Architecture Codesign: A Model Optimization Toolkit for Physics

    fastmachinelearning/nac-opt’s past year of commit activity
    Jupyter Notebook 9 Apache-2.0 2 0 0 Updated Feb 24, 2026
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 407 179 28 2 Updated Feb 23, 2026
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 178 Apache-2.0 57 17 25 Updated Feb 19, 2026
  • cloud-segmentation Public
    fastmachinelearning/cloud-segmentation’s past year of commit activity
    Python 0 1 0 0 Updated Feb 11, 2026
  • sonic-workflows Public
    fastmachinelearning/sonic-workflows’s past year of commit activity
    Python 3 9 0 0 Updated Feb 3, 2026
  • wa-hls4ml-paper Public

    Code for plots, models, data generation and other utilities relating to the paper "wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation"

    fastmachinelearning/wa-hls4ml-paper’s past year of commit activity
    1 0 0 0 Updated Jan 28, 2026
  • 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 10 0 1 Updated Jan 16, 2026
  • qkerasV3 Public
    fastmachinelearning/qkerasV3’s past year of commit activity
    Python 2 Apache-2.0 0 0 1 Updated Jan 6, 2026
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