TsingZ0 / PFLlibLinks
Master Federated Learning in 2 Hours—Run It on Your PC!
☆2,052Updated 2 months ago
Alternatives and similar repositories for PFLlib
Users that are interested in PFLlib are comparing it to the libraries listed below
Sorting:
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,055Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,930Updated 3 months ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆668Updated this week
- 联邦学习☆1,148Updated 2 years ago
- A PyTorch Implementation of Federated Learning☆1,500Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆818Updated 3 months ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,425Updated last year
- ☆885Updated last year
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆613Updated last year
- PyTorch Federated Learning (easy to use and extend)☆295Updated 2 years ago
- An experimental platform for federated learning.☆617Updated 7 months ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆713Updated 2 years ago
- An easy-to-use federated learning platform☆1,500Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆728Updated 2 months ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆223Updated 2 months ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆464Updated 2 years ago
- Overview of Federal Learning☆295Updated 2 years ago
- Personalized federated learning codebase for research☆411Updated 2 years ago
- ☆21Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,999Updated 3 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆420Updated last year
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆168Updated last year
- Implement FedAvg algorithm based on Tensorflow☆265Updated 5 years ago
- An easy-to-use federated learning platform☆301Updated 2 years ago
- ☆82Updated last year
- Plato: A Research Framework for Federated Learning☆392Updated 2 weeks ago
- Leaf: A Benchmark for Federated Settings☆897Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆274Updated 3 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆299Updated 3 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆633Updated 4 years ago