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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 530

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 179 57

Repositories

Showing 10 of 61 repositories
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    Python 1,848 Apache-2.0 530 190 (7 issues need help) 32 Updated Mar 12, 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 Mar 11, 2026
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 179 Apache-2.0 57 18 25 Updated Mar 10, 2026
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 415 180 28 2 Updated Mar 9, 2026
  • fastmachinelearning.github.io Public
    fastmachinelearning/fastmachinelearning.github.io’s past year of commit activity
    HTML 3 6 0 0 Updated Mar 6, 2026
  • smart-pixels Public
    fastmachinelearning/smart-pixels’s past year of commit activity
    CSS 0 1 0 0 Updated Feb 25, 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
    2 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
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