A PyTorch Implementation of Federated Learning
☆1,517Jul 25, 2024Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,438May 7, 2024Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆733Mar 24, 2023Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,019Sep 3, 2022Updated 4 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,095May 30, 2024Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year
- On the Convergence of FedAvg on Non-IID Data☆274Dec 7, 2022Updated 3 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆637Apr 28, 2021Updated 5 years ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Dec 5, 2021Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,159Jan 25, 2026Updated 7 months ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆828Oct 20, 2025Updated 10 months ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- Leaf: A Benchmark for Federated Settings☆911Mar 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆170Dec 14, 2017Updated 8 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆478Aug 1, 2023Updated 3 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆229Oct 21, 2020Updated 5 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,012May 20, 2026Updated 3 months ago
- ☆895Jul 27, 2024Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,063Oct 28, 2025Updated 10 months ago
- An Industrial Grade Federated Learning Framework☆6,091Nov 19, 2024Updated last year
- A simulation framework for Federated Learning written in PyTorch☆206Apr 9, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implement FedAvg algorithm based on Tensorflow☆268Dec 6, 2020Updated 5 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 9 months ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,449Updated this week
- resources about federated learning and privacy in machine learning☆544Jun 26, 2024Updated 2 years ago
- Code and data accompanying the FedGen paper☆260Oct 31, 2024Updated last year
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Dec 2, 2023Updated 2 years ago
- Attentive Federated Learning for Private NLM☆60Jul 25, 2024Updated 2 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆471Nov 16, 2023Updated 2 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆315Jul 25, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆194Apr 11, 2025Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆323Jan 3, 2026Updated 8 months ago
- An easy-to-use federated learning platform☆1,543Aug 10, 2024Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆761Mar 25, 2026Updated 5 months ago
- An experimental platform for federated learning.☆634Jun 4, 2025Updated last year
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Jul 1, 2022Updated 4 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆272Nov 13, 2025Updated 9 months ago