Projects in Awesome Lists by fastmachinelearning
A curated list of projects in awesome lists by fastmachinelearning .
https://github.com/fastmachinelearning/hls4ml
Machine learning on FPGAs using HLS
fpga hls intel-hls keras machine-learning neural-network onnx python pytorch vivado vivado-hls
Last synced: 13 May 2025
https://github.com/fastmachinelearning/hls4ml-tutorial
Tutorial notebooks for hls4ml
fpga hls4ml machine-learning pruning quantization-aware-training tutorial
Last synced: 16 May 2025
https://github.com/fastmachinelearning/qonnx
QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
deep-learning fpga inference machine-learning onnx quantization quantized-neural-networks
Last synced: 16 May 2025
https://github.com/fastmachinelearning/models
Models and examples built with hls4ml
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/qonnx_model_zoo
Model zoo for the Quantized ONNX (QONNX) model format
Last synced: 15 Mar 2025
https://github.com/fastmachinelearning/keras-training
jet classification and regression training in keras
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/hls4ml-live-demo
Live demo of hls4ml on embedded platforms such as the Pynq-Z2
Last synced: 15 Mar 2025
https://github.com/fastmachinelearning/soniccms
Services for Optimized Network Inference on Coprocessors (for CMS)
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/nac-opt
Neural Architecture Codesign: A Model Optimization Toolkit for Physics
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/l1-jet-id
Training, testing and synthetisation for FPGA of three machine learning models: MLP, deepsets, and interaction networks with application to HL-LHC jet tagging.
Last synced: 08 May 2025
https://github.com/fastmachinelearning/pytorch-training
jet classification and regression training in pytorch
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/afm-training
Training models for Atomic Force Microscopy
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/ml4fg
Machine Learning on frame grabbers for ultra-low latency in situ inference
dl dnn fpga hls imaging inference machine-learning ml vivado vivado-hls
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/fastml-science
Implementations of the fastml-science bechmark models, including a standard Keras (float) and QKeras (quantized) implementations.
edge machine-learning real-time science
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/supersonic
Server infrastructure for GPU inference-as-a-service in large scientific experiments
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/ml4quantum-release
Repository for the paper "Neural network accelerator for quantum control" https://arxiv.org/abs/2208.02645
Last synced: 15 Mar 2025
https://github.com/fastmachinelearning/hls4ml-catapult-framework
A framework for developing the hls4ml Catapult backend. The C++ part of the backend is included as well
Last synced: 08 May 2025
https://github.com/fastmachinelearning/gw-iaas
Deep learning inference-as-a-service tools and pipelines for gravitational wave physics
deep-learning gravitational-waves inference ml-infrastructure
Last synced: 14 Apr 2025
https://github.com/fastmachinelearning/tmva-training
For TMVA BDTs, mostly physicists
Last synced: 15 Mar 2025
https://github.com/fastmachinelearning/l1tjettaggingcms
Documentation L1T Phase 2 Jet Tagging Projects in CMS
Last synced: 15 Mar 2025
https://github.com/fastmachinelearning/sonic_gantt
Gantt chart for SONIC project in CMS
Last synced: 15 Mar 2025
https://github.com/fastmachinelearning/hep-ml-on-gcp
High energy physics machine learning on Google Cloud Platform
Last synced: 15 Mar 2025
https://github.com/fastmachinelearning/sonic-models
Model repository for SONIC
Last synced: 14 Apr 2025