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Youhak(Jeremy)'s Projects

fedml icon fedml

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

fedml_mnn icon fedml_mnn

MNN customized version for federated learning, developed and maintained by FedML, Inc. (https://fedml.ai); MNN is a blazing fast, lightweight deep learning framework, battle-tested

fedml_pytorch icon fedml_pytorch

FedML customizes PyTorch to support on-device training (e.g., Android, iOS, IoTs)

pytorch-jet-classify icon pytorch-jet-classify

Pytorch implementation of the HLS4ML 3 Layer Jet Tagging model, including a standard Pytorch (float) and a Quantized (via Xilinx's Brevitas library) implementation. designed for use with the HLS4ML LHC Jet dataset (100 particles): https://zenodo.org/record/3602254

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