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

    C++ 1.5k 460

  2. qonnx qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    Python 150 47

Repositories

Showing 10 of 56 repositories
  • hls4ml Public

    Machine learning on FPGAs using HLS

    fastmachinelearning/hls4ml’s past year of commit activity
    C++ 1,517 Apache-2.0 460 180 (7 issues need help) 34 Updated Jun 27, 2025
  • qonnx Public

    QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

    fastmachinelearning/qonnx’s past year of commit activity
    Python 150 Apache-2.0 47 19 29 Updated Jun 27, 2025
  • qonnx_model_zoo Public

    Model zoo for the Quantized ONNX (QONNX) model format

    fastmachinelearning/qonnx_model_zoo’s past year of commit activity
    12 4 0 0 Updated Jun 23, 2025
  • hls4ml-tutorial Public

    Tutorial notebooks for hls4ml

    fastmachinelearning/hls4ml-tutorial’s past year of commit activity
    Jupyter Notebook 346 155 25 2 Updated Jun 23, 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
  • 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 1 Updated May 30, 2025
  • cloud-segmentation Public
    fastmachinelearning/cloud-segmentation’s past year of commit activity
    Python 0 1 0 0 Updated May 22, 2025
  • example-models Public
    fastmachinelearning/example-models’s past year of commit activity
    Python 19 14 2 0 Updated May 8, 2025
  • 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
    Python 8 Apache-2.0 8 0 0 Updated May 1, 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 6 0 0 Updated Apr 30, 2025
View all repositories