ypzhaang / Federated-Grade-PredictionLinks
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
Alternatives and similar repositories for Federated-Grade-Prediction
Users that are interested in Federated-Grade-Prediction 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…☆67Updated 2 years ago
- 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
- 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
- 联邦学习相关资源整理☆44Updated 5 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☆293Updated 2 years ago
- 联邦学习区块链web端demo☆49Updated 3 years ago
- 区块链+联邦学习+恶意检测算法☆30Updated 4 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☆35Updated 3 years ago
- 联邦学习隐私保护综述☆36Updated 4 years ago
- PyTorch Federated Learning (easy to use and extend)☆296Updated 2 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆45Updated 3 years ago
- 联邦学习分布式训练MNist数据集☆62Updated 6 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆131Updated last year
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆112Updated 3 years ago
- 联邦学习模块化框架,支持各类FL。A universal federated learning framework, free to switch thread and process modes☆177Updated 6 months ago
- Implementation of dp-based federated learning framework using PyTorch☆314Updated this week
- VeryFL is an experimental federated leraning framework embedded with blockchain☆118Updated 11 months 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
- Implement FedAvg algorithm based on Tensorflow☆265Updated 5 years ago
- An easy-to-use federated learning platform☆300Updated 2 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Updated 4 years ago
- Paper notes and code for differentially private machine learning☆375Updated 4 months ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆77Updated last year
- DPSUR☆27Updated 11 months ago
- A foundational platform that primarily shares federated learning, differential privacy content☆26Updated 9 months ago
- ☆37Updated 4 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆167Updated last year