Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
☆85Jun 5, 2023Updated 2 years ago
Alternatives and similar repositories for ProxyFL
Users that are interested in ProxyFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Decentralized federated learning of deep neural networks on non-iid data☆45Jun 9, 2022Updated 3 years ago
- 完全去中心化联邦学习☆32Aug 15, 2023Updated 2 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆31Jan 25, 2023Updated 3 years ago
- Python module for simulating gossip learning.☆40Jan 25, 2024Updated 2 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆149Mar 15, 2026Updated last week
- DFL working group☆32May 14, 2024Updated last year
- ☆21Nov 10, 2023Updated 2 years ago
- fully ready experiments☆39Jul 18, 2022Updated 3 years ago
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- A blockchain-enable decentralized federated learning implement☆12Jul 10, 2023Updated 2 years ago
- This is the official implementation of the ICML 2023 paper "Fair yet Asymptotically Equal Collaborative Learning"☆10May 29, 2023Updated 2 years ago
- NEBULA: A Platform for Decentralized Federated Learning☆76Dec 10, 2025Updated 3 months ago
- Code for the WWW'22 paper "MCL: Mixed-Centric Loss for Collaborative Filtering"☆12Feb 4, 2022Updated 4 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 3 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆20Jul 25, 2023Updated 2 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆42Sep 19, 2023Updated 2 years ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 3 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆66Aug 27, 2024Updated last year
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Jun 16, 2022Updated 3 years ago
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆196Jun 11, 2021Updated 4 years ago
- ☆12Oct 26, 2023Updated 2 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 2 years ago
- ☆13Feb 16, 2023Updated 3 years ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆22Mar 14, 2024Updated 2 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆41Apr 4, 2023Updated 2 years ago
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆725Mar 24, 2023Updated 2 years ago
- Code related to ’Beyond spectral gap: The role of the topology in decentralized learning‘.☆14Jun 7, 2022Updated 3 years ago
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆24Mar 27, 2025Updated 11 months ago
- A curated list of awesome privacy preserving machine learning resources☆14May 17, 2020Updated 5 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆20Apr 28, 2022Updated 3 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆823Oct 20, 2025Updated 5 months ago
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 2 years ago
- SFedChain: blockchain-based federated learning scheme for secure data sharing in distributed energy storage networks☆12Jun 2, 2022Updated 3 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Jan 14, 2023Updated 3 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆119Apr 22, 2022Updated 3 years ago