A PyTorch Implementation of Federated Learning
☆1,515Jul 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☆1,441May 7, 2024Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆734Mar 24, 2023Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,102May 30, 2024Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,021Sep 3, 2022Updated 4 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated 2 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.
- 联邦学习☆1,155Mar 14, 2023Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆275Dec 7, 2022Updated 3 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,182Jan 25, 2026Updated 9 months ago
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学 习☆635Apr 28, 2021Updated 5 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Dec 5, 2021Updated 4 years ago
- Leaf: A Benchmark for Federated Settings☆909Mar 24, 2023Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆826Oct 20, 2025Updated last year
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,071Oct 28, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,019Oct 18, 2026Updated 2 weeks ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- ☆896Jul 27, 2024Updated 2 years ago
- An Industrial Grade Federated Learning Framework☆6,113Nov 19, 2024Updated last year
- 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.☆231Oct 21, 2020Updated 6 years ago
- ☆170Dec 14, 2017Updated 8 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 11 months 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
- Attentive Federated Learning for Private NLM☆60Jul 25, 2024Updated 2 years ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,453Updated this week
- A simulation framework for Federated Learning written in PyTorch☆205Apr 9, 2022Updated 4 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆469Nov 16, 2023Updated 2 years ago
- An easy-to-use federated learning platform☆1,543Aug 10, 2024Updated 2 years ago
- resources about federated learning and privacy in machine learning☆544Jun 26, 2024Updated 2 years ago
- Code and data accompanying the FedGen paper☆262Oct 31, 2024Updated 2 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Dec 2, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of dp-based federated learning framework using PyTorch☆323Jan 3, 2026Updated 10 months ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆316Jul 25, 2024Updated 2 years ago
- An experimental platform for federated learning.☆636Oct 20, 2026Updated 2 weeks ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆765Mar 25, 2026Updated 7 months ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆693Oct 20, 2026Updated 2 weeks ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Jan 29, 2024Updated 2 years ago