tao-shen / Federated-Learning-FAQ
☆191Updated 8 months ago
Alternatives and similar repositories for Federated-Learning-FAQ:
Users that are interested in Federated-Learning-FAQ are comparing it to the libraries listed below
- ☆111Updated 4 years ago
- Implement FedAvg algorithm based on Tensorflow☆248Updated 4 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆155Updated last year
- ☆175Updated 2 years ago
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆95Updated 2 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆127Updated last year
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆170Updated 4 years ago
- On the Convergence of FedAvg on Non-IID Data☆266Updated 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…☆62Updated 2 years ago
- Overview of Federal Learning☆288Updated 2 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆82Updated 8 months ago
- 联邦学习分布式训练MNist数据集☆57Updated 5 years ago
- A simulation framework for Federated Learning written in PyTorch☆207Updated 3 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆249Updated 2 years ago
- Tutorials and paper lists for federated learning☆67Updated 2 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆35Updated 2 years ago
- PyTorch Federated Learning (easy to use and extend)☆251Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆142Updated 2 years ago
- vertical federated learning paper lists☆75Updated 4 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆43Updated 2 years ago
- ☆74Updated 4 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆154Updated 3 years ago
- Accenture Labs Federated Learning☆99Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆299Updated 2 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☆167Updated 2 weeks ago
- 联邦学习相关资源整理☆42Updated 4 years ago
- ☆172Updated 5 months ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆106Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆235Updated 8 months ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆63Updated last year