ZeroWangZY / federated-learningLinks
Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
☆628Updated 4 years ago
Alternatives and similar repositories for federated-learning
Users that are interested in federated-learning are comparing it to the libraries listed below
Sorting:
- ☆195Updated last year
- 联邦学习☆1,113Updated 2 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- ☆110Updated 4 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆253Updated 2 years ago
- ☆872Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆788Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆707Updated 10 months ago
- Implement FedAvg algorithm based on Tensorflow☆256Updated 4 years ago
- A PyTorch Implementation of Federated Learning☆1,442Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆693Updated 2 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆609Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- On the Convergence of FedAvg on Non-IID Data☆267Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆381Updated 6 months ago
- 联邦学习分布式训练MNist数据集☆60Updated 6 years ago
- FedAI 社区中文文档☆136Updated last year
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆476Updated 2 years ago
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆94Updated 3 years ago
- ☆177Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Updated 3 years ago
- An easy-to-use federated learning platform☆298Updated 2 years ago
- 联邦学习相关资源整理☆43Updated 4 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,378Updated last year
- Federated Deep Learning in PaddlePaddle☆511Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- A federated learning framework to support scalable and reproducible research☆378Updated 10 months ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆399Updated 10 months ago
- PyTorch Federated Learning (easy to use and extend)☆274Updated last year
- Paper notes and code for differentially private machine learning☆357Updated 2 weeks ago