zhangqixun / FL-federated-learningLinks
联邦学习相关资源整理
☆43Updated 4 years ago
Alternatives and similar repositories for FL-federated-learning
Users that are interested in FL-federated-learning are comparing it to the libraries listed below
Sorting:
- ☆194Updated 11 months 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
- Implement FedAvg algorithm based on Tensorflow☆253Updated 4 years ago
- 联邦学习分布式训练MNist数据集☆59Updated 6 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Updated 2 years ago
- PyTorch Federated Learning (easy to use and extend)☆264Updated last year
- 联邦学习隐私保护综述☆34Updated 3 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆38Updated 2 years ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Updated last year
- ☆864Updated 11 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- 关于簇联邦学习的一个小小的改进。自动确定簇个数,提高簇模型精度,缓解用户孤立的问题☆36Updated 3 years ago
- Implementation of dp-based federated learning framework using PyTorch☆301Updated 2 years ago
- 使用pytorch,mnist、cifar数据集实现基础的联邦学习(平局聚合、不含加密过程)☆30Updated 3 years ago
- ☆111Updated 4 years ago
- 带加密的联邦学习,学习+练手的小作品☆20Updated 5 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆392Updated 8 months ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆122Updated 9 months ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- 基于同态加密的联邦学习安全聚合系统☆45Updated 4 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆43Updated 3 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆108Updated 3 years ago
- ☆175Updated 2 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆20Updated 2 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆84Updated 11 months ago
- ☆20Updated 2 years ago
- FedAI 社区中文文档☆135Updated last year
- Paper notes and code for differentially private machine learning☆357Updated 7 months ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆69Updated last year