guhang987 / federated-learningLinks
☆13Updated 4 years ago
Alternatives and similar repositories for federated-learning
Users that are interested in federated-learning are comparing it to the libraries listed below
Sorting:
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆37Updated 2 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆42Updated 2 years ago
- ☆193Updated 9 months ago
- A simulation framework for Federated Learning written in PyTorch☆206Updated 3 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆65Updated 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
- D-DQN Reinforcement Learning for device selection in Federated Learning☆40Updated last year
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆128Updated 5 years ago
- IJCAI-Personalized Federated Learning with Graph☆51Updated 2 years ago
- 🔬 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…☆66Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆175Updated 4 years ago
- 联邦学习分布式训练MNist数据集☆59Updated 5 years ago
- This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.☆29Updated 4 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆24Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆252Updated 4 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆40Updated 2 years ago
- ☆30Updated 3 years ago
- ☆111Updated 4 years ago
- Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'☆68Updated 3 years ago
- Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.☆91Updated 2 years ago
- Accenture Labs Federated Learning☆102Updated last year
- CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.☆29Updated 5 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆25Updated 2 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆83Updated 10 months ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆58Updated 4 years ago
- Releasing the source code Version1.☆161Updated 3 years ago
- Federated Learning over Wireless Networks☆46Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆117Updated 4 years ago
- 完全去中心化联邦学习☆28Updated last year
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago