alibaba / FederatedScopeLinks
An easy-to-use federated learning platform
☆1,430Updated 9 months ago
Alternatives and similar repositories for FederatedScope
Users that are interested in FederatedScope are comparing it to the libraries listed below
Sorting:
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆1,943Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆771Updated 9 months ago
- ☆855Updated 10 months ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,772Updated last month
- A PyTorch Implementation of Federated Learning☆1,397Updated 10 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆597Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,738Updated this week
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,964Updated 2 years ago
- 联邦学习☆1,082Updated 2 years ago
- Leaf: A Benchmark for Federated Settings☆887Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆683Updated 2 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,353Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆696Updated 7 months ago
- An easy-to-use federated learning platform☆298Updated last year
- Overview of Federal Learning☆292Updated 2 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆596Updated this week
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆722Updated 10 months ago
- Federated Deep Learning in PaddlePaddle☆504Updated last year
- A federated learning framework to support scalable and reproducible research☆366Updated 6 months ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆623Updated 4 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆440Updated last year
- PyTorch Federated Learning (easy to use and extend)☆261Updated last year
- Personalized federated learning codebase for research☆388Updated last year
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆3,866Updated 3 weeks ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆398Updated last year
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆386Updated 7 months ago
- Implementation of dp-based federated learning framework using PyTorch☆300Updated 2 years ago
- An experimental platform for federated learning.☆592Updated last week
- Manage federated learning workload using cloud native technologies.☆426Updated 7 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year