SMILELab-FL / FedLab Star 743 Code Issues Pull requests A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research. machine-learning deep-learning pytorch federated-learning federated-learning-framework pytorch-federated-learning fedlab Updated Aug 12, 2024 Jupyter Notebook
securefederatedai / openfl Star 738 Code Issues Pull requests Discussions An Open Framework for Federated Learning. python machine-learning deep-learning distributed-computing openfl secure-computation collaborative-learning federated-learning distributed-learning privacy-preserving-machine-learning federated-learning-framework fedavg fedprox pytorch-federated-learning tensorflow-federated-learning keras-federated-learning federated-analytics federated-deep-learning fedcurv fedopt Updated Dec 18, 2024 Jupyter Notebook
baolongnguyenmac / fl-ml Star 27 Code Issues Pull requests This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning" flower meta-learning federated-learning non-iid pytorch-federated-learning personalization-layer Updated Oct 15, 2023 Jupyter Notebook