This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.
☆33Apr 22, 2021Updated 5 years ago
Alternatives and similar repositories for FedAvg
Users that are interested in FedAvg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆29Mar 25, 2021Updated 5 years ago
- Code for publication on FL incentive mechanism design☆11Sep 12, 2024Updated last year
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆93Jul 25, 2024Updated 2 years ago
- 此项目为论文《FedServing: A Federated Prediction Serving Framework Based on Incentive Mechanism》的验证项目。基于 intel SGX ，实现将各个不同模型的推测结果在可信硬件中使用 truth…☆18Oct 23, 2023Updated 2 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Sep 24, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆42Jul 28, 2022Updated 4 years ago
- Robust Federated Learning for Large Language Models in Adversarial Wireless Environments☆16Mar 7, 2025Updated last year
- Python code for the paper "A Low-Complexity MIMO Channel Estimator with Implicit Structure of a Convolutional Neural Network".☆11Feb 27, 2025Updated last year
- ☆12Aug 19, 2022Updated 4 years ago
- Decentralized federated machine learning using peer-to-peer networks☆12Apr 11, 2023Updated 3 years ago
- Code for Double Blind CollaborativeLearning (DBCL)☆14May 14, 2021Updated 5 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Jul 1, 2022Updated 4 years ago
- A blockchain-enable decentralized federated learning implement☆12Jul 10, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆75Oct 30, 2020Updated 5 years ago
- Joint Source-Channel Coding of Images With Feedback☆15Apr 21, 2020Updated 6 years ago
- PyTorch Implementation of MIMO (ICLR 2021)☆16Dec 16, 2022Updated 3 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
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- Speech recognition with federated learning☆11Jan 9, 2020Updated 6 years ago
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 5 months ago
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Dec 3, 2023Updated 2 years ago
- ☆19Nov 17, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- PBFT是经典的拜占庭容错算法，其不依赖同步性假设、以及显著高于同类算法的性能，达到了Pratical（实用）而广受推崇，也是目前联盟链中广泛采用的共识算法。本文结合理解对算法论文前5章做了释译。☆16Feb 1, 2020Updated 6 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆28Nov 6, 2024Updated last year
- ☆16Sep 12, 2023Updated 2 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆16Jul 2, 2024Updated 2 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆18Feb 25, 2025Updated last year
- Unofficial Pytorch implementation of Deep Learning-Based MIMO Communications (Timothy J. O’Shea)☆19Dec 8, 2022Updated 3 years ago
- The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.☆63Feb 2, 2023Updated 3 years ago
- Python impl of VRF's.☆18Mar 12, 2023Updated 3 years ago
- Improved DP-SGD for optimizing☆20Mar 23, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆14Nov 27, 2019Updated 6 years ago
- My masterthesis☆17Apr 29, 2024Updated 2 years ago
- ☆38Apr 9, 2021Updated 5 years ago
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation☆24May 22, 2024Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Oct 12, 2025Updated 10 months ago
- Federated Machine Learning Using MLP☆10Jun 14, 2017Updated 9 years ago
- distributed federated learning for pytorch☆14Mar 19, 2018Updated 8 years ago