Skip to content

@fastmachinelearning Fast Machine Learning Lab

Change the repository type filter

All

    Repositories list

    61 repositories

    • hls4ml

      Public
      Machine learning on FPGAs using HLS
      pythonmachine-learningfpga
      pythonmachine-learningfpganeural-networkhlskeraspytorchvivadovivado-hlsonnx
      Python
      •
      Apache License 2.0
      •540•1.9k•193•33•Updated Apr 17, 2026Apr 17, 2026

    • qkerasV3

      Public
      Python
      •
      Apache License 2.0
      •0•3•0•1•Updated Apr 7, 2026Apr 7, 2026

    • qonnx

      Public
      QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
      machine-learningfpgadeep-learning
      machine-learningfpgadeep-learninginferencequantizationonnxquantized-neural-networks
      Python
      •
      Apache License 2.0
      •57•184•18•25•Updated Mar 25, 2026Mar 25, 2026

    • nac-opt

      Public
      Neural Architecture Codesign: A Model Optimization Toolkit for Physics
      Jupyter Notebook
      •
      Apache License 2.0
      •2•11•0•0•Updated Mar 24, 2026Mar 24, 2026

    • hls4ml-tutorial

      Public
      Tutorial notebooks for hls4ml
      machine-learningtutorialfpga
      machine-learningtutorialfpgapruningquantization-aware-traininghls4ml
      Jupyter Notebook
      •184•423•28•2•Updated Mar 20, 2026Mar 20, 2026

    • fastmachinelearning.github.io

      Public
      HTML
      •
      Other
      •6•3•0•0•Updated Mar 6, 2026Mar 6, 2026

    • smart-pixels

      Public
      CSS
      •1•0•0•0•Updated Feb 25, 2026Feb 25, 2026

    • cloud-segmentation

      Public
      Python
      •1•0•0•0•Updated Feb 11, 2026Feb 11, 2026

    • sonic-workflows

      Public
      Python
      •9•3•0•0•Updated Feb 3, 2026Feb 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 E…
      Other
      •0•2•0•0•Updated Jan 28, 2026Jan 28, 2026

    • physical-cartpole

      Public
      Work related to the Inverted Pendulum Hardware
      C
      •11•0•0•1•Updated Jan 16, 2026Jan 16, 2026

    • cmssw

      Public
      CMS Offline Software
      C++
      •
      Apache License 2.0
      •4.7k•0•0•8•Updated Dec 17, 2025Dec 17, 2025

    • qonnx_model_zoo

      Public
      Model zoo for the Quantized ONNX (QONNX) model format
      4•14•0•0•Updated Oct 31, 2025Oct 31, 2025

    • SuperSONIC

      Public
      Server infrastructure for GPU inference-as-a-service in large scientific experiments
      JSON
      •
      Apache License 2.0
      •6•10•4•1•Updated Oct 27, 2025Oct 27, 2025

    • pytorch_backend

      Public
      The Triton backend for the PyTorch TorchScript models.
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •71•0•0•0•Updated Oct 9, 2025Oct 9, 2025

    • build_triton

      Public
      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++
      •
      BSD 3-Clause "New" or "Revised" License
      •78•0•0•0•Updated Sep 30, 2025Sep 30, 2025

    • server

      Public
      The Triton Inference Server provides an optimized cloud and edge inferencing solution.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.8k•0•0•0•Updated Sep 30, 2025Sep 30, 2025

    • example-models

      Public
      Python
      •16•24•2•0•Updated May 8, 2025May 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.
      Python
      •
      Apache License 2.0
      •9•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

    • ml-quantum-readout

      Public
      Jupyter Notebook
      •4•4•0•0•Updated Dec 16, 2024Dec 16, 2024

    • ml4fg

      Public
      Machine Learning on frame grabbers for ultra-low latency in situ inference
      machine-learningfpgahls
      machine-learningfpgahlsmlinferencednnvivadodlimagingvivado-hls
      Jupyter Notebook
      •4•7•0•0•Updated Nov 15, 2024Nov 15, 2024

    • qkeras

      Public
      QKeras: a quantization deep learning library for Tensorflow Keras
      Python
      •
      Apache License 2.0
      •110•0•0•0•Updated Oct 23, 2024Oct 23, 2024

    • wa-hls4ml

      Public
      Python
      •3•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•13•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
      Fast Machine Learning for Science Workshop @ ICCAD 2023
      machine-learningreal-timeiccad
      machine-learningreal-timeiccad
      HTML
      •1•0•0•0•Updated Nov 7, 2023Nov 7, 2023
    ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.