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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

    Python 2.1k 589

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 192 60

Repositories

Showing 10 of 61 repositories
  • SuperSONIC Public

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

    fastmachinelearning/SuperSONIC's past year of commit activity
    YAML 12 Apache-2.0 6 3 3 Updated Sep 8, 2026
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml's past year of commit activity
    Python 2,135 Apache-2.0 589 163 (7 issues need help) 43 Updated Sep 8, 2026
  • qkerasV3 Public

    https://qkerasv3.readthedocs.io

    fastmachinelearning/qkerasV3's past year of commit activity
    Jupyter Notebook 5 Apache-2.0 1 3 (1 issue needs help) 0 Updated Sep 2, 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 2 0 0 Updated Sep 2, 2026
  • fastmachinelearning.github.io Public
    fastmachinelearning/fastmachinelearning.github.io's past year of commit activity
    HTML 3 7 0 0 Updated Sep 2, 2026
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx's past year of commit activity
    Python 192 Apache-2.0 60 18 29 Updated Sep 1, 2026
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial's past year of commit activity
    Jupyter Notebook 443 194 28 4 Updated Aug 31, 2026
  • pose Public Forked from guanyixi/pose

    11ty static site

    fastmachinelearning/pose's past year of commit activity
    SCSS 0 1 0 0 Updated Aug 27, 2026
  • smart-pixels Public
    fastmachinelearning/smart-pixels's past year of commit activity
    CSS 0 1 0 0 Updated Aug 24, 2026
  • build_triton Public

    Build Triton inference server container for CMS

    fastmachinelearning/build_triton's past year of commit activity
    0 1 0 1 Updated Jul 29, 2026
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