Stars
Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)
NEBULA: A Platform for Decentralized Federated Learning
Go implementation of a Kademlia distributed hash table
A Kademlia DHT implementation on go-libp2p
Implementation of Chord DHT(Distributed Hash Table) paper
Source code for our paper "Fair Decentralized Learning" in SaTML 2025.
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
Minimal package to demonstrate good Python development habits
The Federated Learning Emulation and Evaluation Testbed provides a highly configurable, extensible, and reproducible environment for running federated learning (FL) experiments under realistic netw…
A lightweight container-based network emulation system.
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…
This project contains the codebase for FLEdge. Our benchmark was accepted for publication at the 25th ACM/IFIP International Middleware Conference 2024.
"Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation
A ledger for private and secure peer to peer machine learning
IP addresses break, dial keys instead. A library that adds QUIC + NAT Traversal to your apps.