BESTTOOLBOX / Lightweight-federal-learning-framework
一个轻量型联邦学习框架,支持支持本地仿真和实际部,支持通信参量、模型、数据的自由更改,支持通信及模型各种指标的观察 开发人员:Jiaxiang Geng/Songning Gao
☆24Updated 5 months ago
Alternatives and similar repositories for Lightweight-federal-learning-framework:
Users that are interested in Lightweight-federal-learning-framework are comparing it to the libraries listed below
- Asynchronous Federated Learning☆44Updated last year
- 完全去中心化联邦学习☆22Updated last year
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆21Updated last year
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆29Updated 3 years ago
- We will implement this framework.☆30Updated 2 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆24Updated 2 years ago
- ☆77Updated last year
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆34Updated 2 years ago
- Federated learning client selection☆19Updated last year
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆117Updated 4 years ago
- Active Client Selection for Federated Learning☆42Updated last year
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆56Updated last year
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆42Updated 2 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- ☆18Updated last year
- CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggrega…☆18Updated 3 years ago
- ☆31Updated 2 years ago
- 区块链+联邦学习+恶意检测算法☆29Updated 3 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 3 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆32Updated 3 years ago
- Blockchain federated learning simulate by python☆10Updated last year
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆31Updated 2 years ago
- ☆36Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- Implementation of the ChainsFL.☆34Updated 3 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆37Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆30Updated 3 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆30Updated 3 years ago
- Blockchain federated learning☆14Updated 2 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago