Repositories list

• hls4ml

  Public

  fastmachinelearning/hls4ml’s past year of commit activity
  Machine learning on FPGAs using HLS

  pythonmachine-learningfpga+ 8neural-networkhlskeraspytorchvivadovivado-hlsonnx+ 1

  Python

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  Apache License 2.0

  •484•1.7k•186•30•Updated Nov 3, 2025Nov 3, 2025

• physical-cartpole

  Public

  fastmachinelearning/physical-cartpole’s past year of commit activity
  Work related to the Inverted Pendulum Hardware

  C

  •8•0•0•0•Updated Nov 3, 2025Nov 3, 2025

• qonnx

  Public

  fastmachinelearning/qonnx’s past year of commit activity
  QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

  machine-learningfpgadeep-learning+ 4inferencequantizationonnxquantized-neural-networks

  Python

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  Apache License 2.0

  •53•164•19•34•Updated Nov 2, 2025Nov 2, 2025

• qonnx_model_zoo

  Public

  fastmachinelearning/qonnx_model_zoo’s past year of commit activity
  Model zoo for the Quantized ONNX (QONNX) model format

  4•13•0•0•Updated Oct 31, 2025Oct 31, 2025

• SuperSONIC

  Public

  fastmachinelearning/SuperSONIC’s past year of commit activity
  Server infrastructure for GPU inference-as-a-service in large scientific experiments

  JSON

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  Apache License 2.0

  •5•9•5•1•Updated Oct 27, 2025Oct 27, 2025

• hls4ml-tutorial

  Public
  Tutorial notebooks for hls4ml

  machine-learningtutorialfpga+ 3pruningquantization-aware-traininghls4ml

  Jupyter Notebook

  •171•388•28•2•Updated Oct 24, 2025Oct 24, 2025

• pytorch_backend

  Public
  The Triton backend for the PyTorch TorchScript models.

  C++

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  BSD 3-Clause "New" or "Revised" License

  •61•0•0•0•Updated Oct 9, 2025Oct 9, 2025

• sonic-workflows

  Public
  Python

  •9•3•0•0•Updated Oct 8, 2025Oct 8, 2025

• cmssw

  Public

  fastmachinelearning/cmssw’s past year of commit activity
  CMS Offline Software

  C++

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  Apache License 2.0

  •4.6k•0•0•8•Updated Oct 7, 2025Oct 7, 2025

• build_triton

  Public

  fastmachinelearning/build_triton’s past year of commit activity
  Build Triton inference server container for CMS

  0•0•0•0•Updated Oct 7, 2025Oct 7, 2025

• onnxruntime_backend

  Public
  The Triton backend for the ONNX Runtime.

  C++

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  BSD 3-Clause "New" or "Revised" License

  •72•0•0•0•Updated Sep 30, 2025Sep 30, 2025

• server

  Public
  The Triton Inference Server provides an optimized cloud and edge inferencing solution.

  Python

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  BSD 3-Clause "New" or "Revised" License

  •1.7k•0•0•0•Updated Sep 30, 2025Sep 30, 2025

• nac-opt

  Public
  Neural Architecture Codesign: A Model Optimization Toolkit for Physics

  Jupyter Notebook

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  Apache License 2.0

  •2•8•0•0•Updated Aug 6, 2025Aug 6, 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"

  0•0•0•0•Updated Jun 6, 2025Jun 6, 2025

• cloud-segmentation

  Public
  Python

  •1•0•0•0•Updated May 22, 2025May 22, 2025

• example-models

  Public
  Python

  •14•22•2•0•Updated May 8, 2025May 8, 2025

• l1-jet-id

  Public

  fastmachinelearning/l1-jet-id’s past year of commit activity
  Training, testing and synthetisation for FPGA of three machine learning models: MLP, deepsets, and interaction networks with application to HL-LHC jet tagging.

  Python

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  Apache License 2.0

  •8•9•0•0•Updated May 1, 2025May 1, 2025

• pose

  Public
  11ty static site

  SCSS

  •1•0•0•0•Updated Mar 25, 2025Mar 25, 2025

• smart-pixels

  Public

  fastmachinelearning/smart-pixels’s past year of commit activity
  CSS

  •1•0•0•0•Updated Jan 3, 2025Jan 3, 2025

• ml-quantum-readout

  Public
  Jupyter Notebook

  •2•2•0•0•Updated Dec 16, 2024Dec 16, 2024

• fastmachinelearning.github.io

  Public

  fastmachinelearning/fastmachinelearning.github.io’s past year of commit activity
  HTML

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  Other

  •5•3•0•1•Updated Dec 3, 2024Dec 3, 2024

• ml4fg

  Public
  Machine Learning on frame grabbers for ultra-low latency in situ inference

  machine-learningfpgahls+ 7mlinferencednnvivadodlimagingvivado-hls

  Jupyter Notebook

  •4•5•0•0•Updated Nov 15, 2024Nov 15, 2024

• qkeras

  Public

  fastmachinelearning/qkeras’s past year of commit activity
  QKeras: a quantization deep learning library for Tensorflow Keras

  Python

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  Apache License 2.0

  •110•0•0•0•Updated Oct 23, 2024Oct 23, 2024

• wa-hls4ml

  Public
  Python

  •2•1•0•0•Updated Oct 6, 2024Oct 6, 2024

• hls4ml-live-demo

  Public
  Live demo of hls4ml on embedded platforms such as the Pynq-Z2

  VHDL

  •6•11•1•0•Updated Aug 23, 2024Aug 23, 2024

• RN0X_Pokemon

  Public
  Tiny, Quantized Neural Network, orignially based on ResNet8, trained to recognize pokemon

  Jupyter Notebook

  •4•0•0•1•Updated Aug 23, 2024Aug 23, 2024

• db4hls

  Public
  Python

  •1•1•0•0•Updated Apr 10, 2024Apr 10, 2024

• hawq-jet-tagging

  Public
  Jupyter Notebook

  •0•2•0•0•Updated Nov 15, 2023Nov 15, 2023

• iccad2023

  Public

  fastmachinelearning/iccad2023’s past year of commit activity
  Fast Machine Learning for Science Workshop @ ICCAD 2023

  machine-learningreal-timeiccad

  HTML

  •1•0•0•0•Updated Nov 7, 2023Nov 7, 2023

• RecoBTag-Combined

  Public
  RecoBTag-Combined

  40•0•0•0•Updated Oct 17, 2023Oct 17, 2023