Popular GitHub Repositories for Split Learning

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

Official Repository for ResSFL (accepted by CVPR '22)

Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch

Enhancing Efficiency in Multidevice Federated Learning through Data Selection

Framework that supports pipeline federated split learning with multiple hops.

Official code for "EC-SNN: Splitting Deep Spiking Neural Networks on Edge Devices" (IJCAI2024)

Framework of Distributed Learning in Vehicular Networks

Code of the paper GRAMSSAT: An Efficient Label Inference Attack against Two-party Split Learning based on Gradient Matching and Semi-supervised Learning.