QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

Machine learning on FPGAs using HLS

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"

Server infrastructure for GPU inference-as-a-service in large scientific experiments

Tutorial notebooks for hls4ml

Model zoo for the Quantized ONNX (QONNX) model format

Training, testing and synthetisation for FPGA of three machine learning models: MLP, deepsets, and interaction networks with application to HL-LHC jet tagging.