Skip to content
@fastmachinelearning

Fast Machine Learning Lab

Real-time and accelerated ML for fundamental sciences

Pinned Loading

  1. hls4ml hls4ml Public

    Machine learning on FPGAs using HLS

    Python 1.6k 477

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 152 50

Repositories

Showing 10 of 56 repositories
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    Python 1,592 Apache-2.0 477 185 (7 issues need help) 40 Updated Aug 21, 2025
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 357 165 27 3 Updated Aug 18, 2025
  • 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 7 0 0 Updated Aug 14, 2025
  • SuperSONIC Public

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

    fastmachinelearning/SuperSONIC’s past year of commit activity
    JSON 7 Apache-2.0 5 0 2 Updated Aug 14, 2025
  • qonnx_model_zoo Public

    Model zoo for the Quantized ONNX (QONNX) model format

    fastmachinelearning/qonnx_model_zoo’s past year of commit activity
    13 4 0 1 Updated Aug 11, 2025
  • sonic-workflows Public
    fastmachinelearning/sonic-workflows’s past year of commit activity
    Python 3 9 0 0 Updated Aug 6, 2025
  • cmssw Public Forked from cms-sw/cmssw

    CMS Offline Software

    fastmachinelearning/cmssw’s past year of commit activity
    C++ 0 Apache-2.0 4,552 0 6 Updated Aug 6, 2025
  • nac-opt Public

    Neural Architecture Codesign: A Model Optimization Toolkit for Physics

    fastmachinelearning/nac-opt’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 2 0 0 Updated Aug 6, 2025
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 152 Apache-2.0 50 19 31 Updated Jul 29, 2025
  • 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
    0 0 0 0 Updated Jun 6, 2025
View all repositories