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GitHub topics: decentralized-federated-learning

p2pfl/p2pfl

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 central servers.

Language: Python - Size: 47.3 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 100 - Forks: 26

murtazahr/murmura

A decentralized/P2P federated learning library

Language: Python - Size: 315 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

CyberDataLab/nebula

NEBULA: A Platform for Decentralized Federated Learning

Language: Python - Size: 26 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 37 - Forks: 20

chaoyanghe/Awesome-Federated-Learning

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

Size: 210 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 1,948 - Forks: 329

weimingwill/awesome-federated-learning

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

Language: Shell - Size: 271 KB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 689 - Forks: 97

ShahryarBQ/DSpodFL

Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees

Language: Python - Size: 17.6 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 6 - Forks: 0

silas-pohl/SyDAG-FL

Size: 99.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Rushclin/dfl

Language: Python - Size: 52.7 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

enriquetomasmb/fedstellar Fork of pguijas/p2pfl 📦

Fedstellar: A Platform for Decentralized Federated Learning

Language: Python - Size: 4.02 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 2

gtfintechlab/scatter-protocol

Scatter Protocol: An Incentivized and Trustless Protocol for Decentralized Federated Learning - Accepted to IEEE International Conference on Blockchain

Language: TypeScript - Size: 38.2 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

marcobornstein/SWIFT

SWIFT: Shared WaIt Free Transmission

Language: Jupyter Notebook - Size: 198 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 4

Related Keywords
decentralized-federated-learning 11 federated-learning 11 machine-learning 7 decentralized 4 deep-learning 4 open-source 4 python 4 federated-learning-framework 3 distributed-optimization 3 non-iid 2 communication-efficiency 2 platform 2 framework 2 communication-networks 2 collaborative-learning 2 privacy 2 artificial-intelligence 2 pytorch 2 vertical-federated-learning 1 wireless-communication 1 data-privacy 1 wait-free 1 asynchronous 1 differential-privacy-deep-learning 1 federated-optimization 1 meta-learning 1 statistical-heterogeneity 1 solidity 1 sporadic 1 asynchronous-federated-learning 1 directed-acyclic-graph 1 security 1 smart-contracts 1 sybil-resistance 1 hardhat 1 optimization 1 golang 1 ethereum 1 blockchain 1 decentralized-applications 1 gossip-protocol 1 p2p-network 1 p2pfl 1 pytorch-lightning 1 cross-silo-federated-learning 1 decentralized-learning 1 distributed-learning 1 federated-learning-simulator 1 p2p-learning 1 decentralized-application 1 neural-network 1 adversarial-attack-and-defense 1 computation-efficiency 1 computer-vision 1 continual-learning 1 hierarchical-federated-learning 1 incentive-mechanism 1 interpretability 1 neural-architecture-search 1 semi-supervised-learning 1 straggler-problem 1 transfer-learning 1