decentralized-federated-learning

Here are 14 public repositories matching this topic...

chaoyanghe / Awesome-Federated-Learning

FedML - The Research and Production Integrated 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

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weimingwill / awesome-federated-learning

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

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

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Shell

p2pfl / p2pfl

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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 central servers.

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

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Jupyter Notebook

CyberDataLab / nebula

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NEBULA: A Platform for Decentralized Federated Learning

python open-source platform machine-learning framework deep-learning neural-network decentralized artificial-intelligence communication-networks collaborative-learning decentralized-application federated-learning federated-learning-framework decentralized-federated-learning

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Python

nclabteam / FedProC

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time-series time-series-forecasting federated-learning pytorch-implementation decentralized-federated-learning personalized-federated-learning

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Python

enriquetomasmb / fedstellar

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Fedstellar: A Platform for Decentralized Federated Learning

python open-source platform machine-learning framework deep-learning decentralized artificial-intelligence communication-networks collaborative-learning decentralized-applications federated-learning decentralized-federated-learning

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Python

ShahryarBQ / DSpodFL

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

distributed-optimization federated-learning sporadic decentralized-federated-learning iclr2025

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Python

Cloudslab / murmura

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A decentralized/P2P federated learning library

python open-source machine-learning deep-learning federated-learning distributed-learning p2p-learning federated-learning-framework decentralized-learning decentralized-federated-learning federated-learning-simulator cross-silo-federated-learning

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Python

gtfintechlab / scatter-protocol

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

golang ethereum smart-contracts decentralized blockchain solidity hardhat federated-learning decentralized-federated-learning

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TypeScript

marcobornstein / SWIFT

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SWIFT: Shared WaIt Free Transmission

machine-learning asynchronous pytorch wait-free federated-learning decentralized-federated-learning

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Jupyter Notebook

Rushclin / dfl

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optimization tree-structure federated-learning decentralized-federated-learning

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Python

ShahryarBQ / DDG

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Decentralized Domain Generalization with Style Sharing: Formal Model and Convergence Analysis

infocom domain-generalization decentralized-federated-learning

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Python

Code-Taweezy / Federated_learning_project

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Experimental Python framework for federated learning research. Focuses on robustness, security, and attack mitigation, with simulation tools and evaluation scripts. Actively developed—features and results may change.

machine-learning verification cybersecurity research-project original decentralized-federated-learning

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Python

silas-pohl / SyDAG-FL

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Evaluation of SyDAG-FL: a Sybil-resistant Federated Learning Approach based on Directed Acyclic Graphs

tangle directed-acyclic-graph sybil-resistance federated-learning decentralized-federated-learning asynchronous-federated-learning

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Python

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