lokinko / Federated-LearningLinks
联邦学习
☆1,098Updated 2 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:
- ☆866Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,787Updated this week
- A PyTorch Implementation of Federated Learning☆1,423Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆785Updated 11 months ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,861Updated last month
- Overview of Federal Learning☆293Updated 2 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆1,979Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆621Updated last month
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆605Updated last year
- PyTorch Federated Learning (easy to use and extend)☆266Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆704Updated 9 months ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆626Updated 4 years ago
- Implement FedAvg algorithm based on Tensorflow☆253Updated 4 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆684Updated 2 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,365Updated 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
- ☆195Updated 11 months ago
- An experimental platform for federated learning.☆597Updated 2 months ago
- An easy-to-use federated learning platform☆298Updated last year
- Paper notes and code for differentially private machine learning☆357Updated 8 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆20Updated 2 years ago
- Personalized federated learning codebase for research☆393Updated last year
- 联邦学习模块化框架,支持各类FL。A universal federated learning framework, free to switch thread and process modes☆172Updated last month
- On the Convergence of FedAvg on Non-IID Data☆266Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆303Updated 2 years ago
- A federated learning framework to support scalable and reproducible research☆373Updated 8 months ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,980Updated 2 years ago
- ☆177Updated 2 years ago
- An easy-to-use federated learning platform☆1,442Updated 11 months ago