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    • hls4ml

      Public
      Machine learning on FPGAs using HLS
      Python
      Apache License 2.0
      5401.9k19333Updated Apr 17, 2026Apr 17, 2026
    • qkerasV3

      Public
      Python
      Apache License 2.0
      0301Updated Apr 7, 2026Apr 7, 2026
    • qonnx

      Public
      QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
      Python
      Apache License 2.0
      571841825Updated Mar 25, 2026Mar 25, 2026
    • nac-opt

      Public
      Neural Architecture Codesign: A Model Optimization Toolkit for Physics
      Jupyter Notebook
      Apache License 2.0
      21100Updated Mar 24, 2026Mar 24, 2026
    • Tutorial notebooks for hls4ml
      Jupyter Notebook
      184423282Updated Mar 20, 2026Mar 20, 2026
    • HTML
      Other
      6300Updated Mar 6, 2026Mar 6, 2026
    • smart-pixels

      Public
      CSS
      1000Updated Feb 25, 2026Feb 25, 2026
    • Python
      1000Updated Feb 11, 2026Feb 11, 2026
    • sonic-workflows

      Public
      Python
      9300Updated Feb 3, 2026Feb 3, 2026
    • 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
      0200Updated Jan 28, 2026Jan 28, 2026
    • Work related to the Inverted Pendulum Hardware
      C
      11001Updated Jan 16, 2026Jan 16, 2026
    • cmssw

      Public
      CMS Offline Software
      C++
      Apache License 2.0
      4.7k008Updated Dec 17, 2025Dec 17, 2025
    • Model zoo for the Quantized ONNX (QONNX) model format
      41400Updated Oct 31, 2025Oct 31, 2025
    • SuperSONIC

      Public
      Server infrastructure for GPU inference-as-a-service in large scientific experiments
      JSON
      Apache License 2.0
      61041Updated Oct 27, 2025Oct 27, 2025
    • The Triton backend for the PyTorch TorchScript models.
      C++
      BSD 3-Clause "New" or "Revised" License
      71000Updated Oct 9, 2025Oct 9, 2025
    • Build Triton inference server container for CMS
      0000Updated Oct 7, 2025Oct 7, 2025
    • The Triton backend for the ONNX Runtime.
      C++
      BSD 3-Clause "New" or "Revised" License
      78000Updated 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
      1.8k000Updated Sep 30, 2025Sep 30, 2025
    • example-models

      Public
      Python
      162420Updated 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
      9900Updated May 1, 2025May 1, 2025
    • pose

      Public
      11ty static site
      SCSS
      1000Updated Mar 25, 2025Mar 25, 2025
    • Jupyter Notebook
      4400Updated Dec 16, 2024Dec 16, 2024
    • ml4fg

      Public
      Machine Learning on frame grabbers for ultra-low latency in situ inference
      Jupyter Notebook
      4700Updated Nov 15, 2024Nov 15, 2024
    • qkeras

      Public
      QKeras: a quantization deep learning library for Tensorflow Keras
      Python
      Apache License 2.0
      110000Updated Oct 23, 2024Oct 23, 2024
    • wa-hls4ml

      Public
      Python
      3100Updated Oct 6, 2024Oct 6, 2024
    • Live demo of hls4ml on embedded platforms such as the Pynq-Z2
      VHDL
      61310Updated Aug 23, 2024Aug 23, 2024
    • RN0X_Pokemon

      Public
      Tiny, Quantized Neural Network, orignially based on ResNet8, trained to recognize pokemon
      Jupyter Notebook
      4001Updated Aug 23, 2024Aug 23, 2024
    • db4hls

      Public
      Python
      1100Updated Apr 10, 2024Apr 10, 2024
    • Jupyter Notebook
      0200Updated Nov 15, 2023Nov 15, 2023
    • iccad2023

      Public
      Fast Machine Learning for Science Workshop @ ICCAD 2023
      HTML
      1000Updated Nov 7, 2023Nov 7, 2023
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