ZeroWangZY / federated-learningLinks
Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
☆633Updated 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:
- ☆202Updated last year
- 联邦学习☆1,150Updated 2 years ago
- ☆109Updated 4 years ago
- Overview of Federal Learning☆295Updated 2 years ago
- ☆885Updated last year
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Updated 3 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆730Updated 2 months ago
- Implement FedAvg algorithm based on Tensorflow☆265Updated 5 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆818Updated 3 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆613Updated last year
- A PyTorch Implementation of Federated Learning☆1,500Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆713Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆274Updated 3 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆385Updated 10 months ago
- FedAI 社区中文文档☆138Updated last year
- ☆183Updated 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
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆307Updated 3 years ago
- Plato: A Research Framework for Federated Learning☆393Updated 2 weeks ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆481Updated 2 years ago
- An easy-to-use federated learning platform☆301Updated 2 years ago
- 联邦学习分 布式训练MNist数据集☆63Updated 6 years ago
- PyTorch Federated Learning (easy to use and extend)☆295Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Updated 4 years ago
- 联邦学习相关资源整理☆45Updated 5 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- ☆73Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 3 weeks ago