chaoyanghe / Awesome-Federated-LearningLinks
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
☆1,988Updated 3 years ago
Alternatives and similar repositories for Awesome-Federated-Learning
Users that are interested in Awesome-Federated-Learning are comparing it to the libraries listed below
Sorting:
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,398Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆720Updated last year
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,034Updated last year
- Leaf: A Benchmark for Federated Settings☆890Updated 2 years ago
- A PyTorch Implementation of Federated Learning☆1,480Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆807Updated last month
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆703Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆737Updated 5 months ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Updated 2 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆611Updated last year
- 联邦学习☆1,136Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,986Updated last month
- resources about federated learning and privacy in machine learning☆539Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,881Updated last month
- An easy-to-use federated learning platform☆1,483Updated last year
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆632Updated 4 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆3,974Updated 3 weeks ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆458Updated 2 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆649Updated last month
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆521Updated 2 months ago
- ☆877Updated last year
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆341Updated 3 years ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,407Updated this week
- An easy-to-use federated learning platform☆299Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆270Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆382Updated 8 months ago
- Plato: A Research Framework for Federated Learning☆385Updated last week
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆304Updated 3 years ago
- [NeurIPS 2019] Deep Leakage From Gradients☆469Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆403Updated last year