zhangqixun / FL-federated-learningLinks
联邦学习相关资源整理
☆44Updated 5 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:
- 联邦学习分布式训练MNist数据集☆62Updated 6 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…☆67Updated 2 years ago
- ☆201Updated last year
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Updated 2 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆40Updated 3 years ago
- Overview of Federal Learning☆294Updated 2 years ago
- Implement FedAvg algorithm based on Tensorflow☆264Updated 5 years ago
- 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
- 联邦学习隐私保护综述☆36Updated 4 years ago
- ☆109Updated 4 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆131Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- PyTorch Federated Learning (easy to use and extend)☆296Updated last year
- 基于同态加密的联邦学习安全聚合系统☆47Updated 4 years ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Updated 2 years ago
- 联邦学习区块链web端demo☆49Updated 2 years ago
- 区块链+联邦学习+恶意检测算法☆30Updated 4 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)☆33Updated 4 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆632Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 2 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆45Updated 3 years ago
- ☆73Updated 2 years ago
- ☆182Updated 2 years ago
- ☆885Updated last year
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Updated 3 years ago
- A demo of vertical federated learning on simple datasets☆23Updated 5 years ago
- 🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.☆23Updated 3 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆77Updated last year
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆39Updated 3 years ago