FederatedAI / Practicing-Federated-LearningLinks
☆872Updated last year
Alternatives and similar repositories for Practicing-Federated-Learning
Users that are interested in Practicing-Federated-Learning are comparing it to the libraries listed below
Sorting:
- 联邦学习☆1,113Updated 2 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- PyTorch Federated Learning (easy to use and extend)☆273Updated last year
- A PyTorch Implementation of Federated Learning☆1,438Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆787Updated last year
- Implement FedAvg algorithm based on Tensorflow☆256Updated 4 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆630Updated last week
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆609Updated last year
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆627Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,893Updated 2 weeks ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,000Updated last year
- ☆195Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,815Updated 3 weeks ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆399Updated 10 months ago
- ☆20Updated 2 years ago
- An experimental platform for federated learning.☆601Updated 3 months ago
- Paper notes and code for differentially private machine learning☆357Updated 2 weeks ago
- An easy-to-use federated learning platform☆298Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆693Updated 2 years ago
- 使用pytorch,mnist、cifar数据集实现基础的联邦学习(平局聚合、不含加密过程)☆31Updated 4 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆707Updated 10 months ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,375Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆156Updated 8 months ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆253Updated 2 years ago
- ☆19Updated 2 years ago
- 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☆173Updated 3 months ago
- Personalized federated learning codebase for research☆394Updated last year
- ☆177Updated 2 years ago