AshwinRJ / Federated-Learning-PyTorchLinks
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
☆1,378Updated last year
Alternatives and similar repositories for Federated-Learning-PyTorch
Users that are interested in Federated-Learning-PyTorch are comparing it to the libraries listed below
Sorting:
- A PyTorch Implementation of Federated Learning☆1,442Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆693Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆788Updated last year
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆609Updated last year
- Leaf: A Benchmark for Federated Settings☆887Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,982Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,002Updated last year
- Handy PyTorch implementation of Federated Learning (for your painless research)☆450Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆707Updated 10 months ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆632Updated this week
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,893Updated 2 weeks ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆732Updated 3 months ago
- On the Convergence of FedAvg on Non-IID Data☆267Updated 2 years ago
- 联邦学习☆1,113Updated 2 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆300Updated 3 years ago
- ☆872Updated last year
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆399Updated 10 months ago
- PyTorch Federated Learning (easy to use and extend)☆274Updated last year
- Implement FedAvg algorithm based on Tensorflow☆256Updated 4 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Updated 3 years ago
- Personalized federated learning codebase for research☆394Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆241Updated last year
- ☆20Updated 2 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆628Updated 4 years ago
- An experimental platform for federated learning.☆601Updated 3 months ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,820Updated 3 weeks ago
- An easy-to-use federated learning platform☆298Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆219Updated 4 years ago
- Code and data accompanying the FedGen paper☆251Updated 10 months ago