AshwinRJ / Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
☆1,338Updated 11 months ago
Alternatives and similar repositories for Federated-Learning-PyTorch:
Users that are interested in Federated-Learning-PyTorch are comparing it to the libraries listed below
- A PyTorch Implementation of Federated Learning☆1,376Updated 9 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆590Updated last year
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,950Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆680Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆764Updated 8 months ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆1,915Updated 10 months ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,725Updated 3 weeks ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆692Updated 6 months ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆438Updated last year
- Leaf: A Benchmark for Federated Settings☆880Updated 2 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆572Updated this week
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆717Updated 8 months ago
- 联邦学习☆1,074Updated 2 years ago
- ☆844Updated 8 months ago
- Personalized federated learning codebase for research☆383Updated last year
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆475Updated last year
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆337Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆267Updated 2 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆295Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,684Updated 3 weeks ago
- An easy-to-use federated learning platform☆298Updated last year
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆623Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆235Updated 9 months ago
- Model-Contrastive Federated Learning (CVPR 2021)☆278Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆382Updated 5 months ago
- Implementation of dp-based federated learning framework using PyTorch☆300Updated 2 years ago
- Code and data accompanying the FedGen paper☆252Updated 5 months ago
- resources about federated learning and privacy in machine learning☆534Updated 9 months ago
- PyTorch Federated Learning (easy to use and extend)☆254Updated last year
- An easy-to-use federated learning platform☆1,401Updated 8 months ago