alibaba / FederatedScopeLinks
An easy-to-use federated learning platform
☆1,444Updated last year
Alternatives and similar repositories for FederatedScope
Users that are interested in FederatedScope are comparing it to the libraries listed below
Sorting:
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆787Updated 11 months ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆1,979Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆705Updated 9 months ago
- A PyTorch Implementation of Federated Learning☆1,423Updated last year
- Leaf: A Benchmark for Federated Settings☆888Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,980Updated 2 years ago
- 联邦学习☆1,102Updated 2 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,787Updated last week
- ☆866Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,365Updated last year
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆606Updated last year
- Federated Deep Learning in PaddlePaddle☆510Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,868Updated last month
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆684Updated 2 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆621Updated last month
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆626Updated 4 years ago
- A federated learning framework to support scalable and reproducible research☆374Updated 8 months ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆727Updated 2 months ago
- Overview of Federal Learning☆293Updated 2 years ago
- An easy-to-use federated learning platform☆298Updated last year
- Personalized federated learning codebase for research☆393Updated last year
- Federated Learning for LLMs.☆223Updated 8 months ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆448Updated last year
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆396Updated 9 months ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆398Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- An experimental platform for federated learning.☆597Updated 2 months ago
- Implementation of dp-based federated learning framework using PyTorch☆304Updated 2 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Updated 2 years ago
- Implement FedAvg algorithm based on Tensorflow☆253Updated 4 years ago