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chaoyanghe / Awesome-Federated-Learning

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Federated Learning Library: https://fedml.ai

machine-learning privacy computer-vision semi-supervised-learning transfer-learning wireless-communication distributed-optimization interpretability neural-architecture-search federated-learning continual-learning vertical-federated-learning non-iid decentralized-federated-learning hierarchical-federated-learning adversarial-attack-and-defense communication-efficiency straggler-problem computation-efficiency incentive-mechanism
  • Updated Jun 16, 2022

FedML-AI / FedML

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It seems that the number of joining clients (not the num of computing clients) is set in fedml_api/data_preprocessing/**/data_loader and cannot be changed, except CIFAR10 datasets.

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wizard1203
wizard1203 commented Nov 7, 2020

It seems that the number of joining clients (not the num of computing clients) is fixed in fedml_api/data_preprocessing/**/data_loader and cannot be changed except CIFAR10 datasets.

Here I mean that it seems the total clients is decided by the datasets, rather the input from run_fedavg_distributed_pytorch.sh.

https://github.com/FedML-AI/FedML/blob/3d9fda8d149c95f25ec4898e31df76f035a33b5d/fed

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intel / openfl

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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 Jul 7, 2022
  • Python

WwZzz / easyFL

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An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

machine-learning deep-learning distributed-computing pytorch fairness federated-learning
  • Updated Jul 7, 2022
  • Python

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