beiyuouo / paddle-fl-guiLinks
📦 基于 PaddleFL 框架的联邦学习医疗影像识别 GUI
☆67Updated 2 years ago
Alternatives and similar repositories for paddle-fl-gui
Users that are interested in paddle-fl-gui are comparing it to the libraries listed below
Sorting:
- 🔬 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
- 🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.☆23Updated 3 years ago
- 联邦学习隐私保护综述☆35Updated 3 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
- 联邦学习相关资源整理☆43Updated 4 years ago
- 联邦学习区块链web端demo☆48Updated 2 years ago
- 利用联邦学习进行高校学生成绩预测研究,并使用Streamlit搭建了简易的可视化平台☆24Updated 3 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
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆29Updated 5 months ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆23Updated last year
- 自己的个人毕设,联邦学习相关,主要是多方安全计算中秘密分享的一种算法实现,以完成不需要第三方的安全隐私传输。(An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Updated 3 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- Codes of PrivateKT☆13Updated 2 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆39Updated 3 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆253Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆29Updated 2 years ago
- 基于同态加密的联邦学习安全聚合系统☆45Updated 4 years ago
- ☆31Updated 2 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆126Updated 11 months ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆46Updated last year
- Tutorials and paper lists for federated learning☆67Updated 3 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆17Updated 3 months ago
- An easy-to-use federated learning platform☆298Updated 2 years ago
- Federated Computer Vision Engine☆113Updated 4 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- Research code that accompanies the paper FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity.☆20Updated 2 years ago
- ☆195Updated last year
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆111Updated 3 years ago
- Code for paper - Stochastic Clustered Federated Learning☆11Updated last year
- 区块链+联邦学习+恶意检测算法☆28Updated 4 years ago