AshwinRJ / Federated-Learning-PyTorchLinks
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
☆1,390Updated 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☆1,466Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆699Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆803Updated last week
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆611Updated last year
- Leaf: A Benchmark for Federated Settings☆888Updated 2 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆456Updated last year
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,984Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,022Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆718Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆646Updated 2 weeks ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,960Updated last month
- On the Convergence of FedAvg on Non-IID Data☆269Updated 2 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆303Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆737Updated 4 months ago
- ☆874Updated last year
- 联邦学习☆1,129Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆341Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆241Updated last year
- Implement FedAvg algorithm based on Tensorflow☆262Updated 4 years ago
- Personalized federated learning codebase for research☆401Updated 2 years ago
- An easy-to-use federated learning platform☆299Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆311Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆407Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,859Updated 3 weeks ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 6 months ago
- PyTorch Federated Learning (easy to use and extend)☆283Updated last year
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆223Updated 5 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆631Updated 4 years ago
- Code and data accompanying the FedGen paper☆254Updated last year
- Overview of Federal Learning☆293Updated 2 years ago