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333

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unknown

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FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

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

Created 2020-07-03

124 commits to master branch, last one 2 years ago

awesome-federated-learning weimingwill

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665

mit

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All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

non-iid privacy data-privacy meta-learning machine-learning federated-learning federated-optimization communication-efficiency distributed-optimization statistical-heterogeneity federated-learning-framework decentralized-federated-learning differential-privacy-deep-learning

Created 2019-11-10

86 commits to master branch, last one about a month ago

p2pfl p2pfl

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gpl-3.0

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P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, making collaborative AI model training possible without reliance on...

p2pfl python pytorch open-source p2p-network decentralized deep-learning gossip-protocol machine-learning pytorch-lightning federated-learning decentralized-federated-learning

Created 2022-03-14

263 commits to main branch, last one about a month ago