FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
☆2,020Sep 3, 2022Updated 4 years ago
Alternatives and similar repositories for Awesome-Federated-Learning
Users that are interested in Awesome-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:
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,064Oct 28, 2025Updated 10 months ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,094May 30, 2024Updated 2 years ago
- A PyTorch Implementation of Federated Learning☆1,516Jul 25, 2024Updated 2 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆738Nov 16, 2025Updated 10 months ago
- resources about federated learning and privacy in machine learning☆544Jun 26, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Leaf: A Benchmark for Federated Settings☆911Mar 24, 2023Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,438May 7, 2024Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆478Aug 1, 2023Updated 3 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆734Mar 24, 2023Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆828Oct 20, 2025Updated 11 months ago
- An Industrial Grade Federated Learning Framework☆6,098Nov 19, 2024Updated last year
- 联邦学习☆1,152Mar 14, 2023Updated 3 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆638Apr 28, 2021Updated 5 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆762Mar 25, 2026Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Dec 5, 2021Updated 4 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,013May 20, 2026Updated 4 months ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,453Updated this week
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,165Jan 25, 2026Updated 8 months ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated 2 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- An easy-to-use federated learning platform☆1,545Aug 10, 2024Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆230Oct 21, 2020Updated 5 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.
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Dec 2, 2023Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆274Dec 7, 2022Updated 3 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated last year
- Code and data accompanying the FedGen paper☆261Oct 31, 2024Updated last year
- Perform data science on data that remains in someone else's server☆10,038Updated this week
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆421Dec 18, 2023Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆535Sep 17, 2025Updated last year
- Flower: A Friendly Federated AI Framework☆7,148Updated this week
- ☆162Dec 23, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year
- FedMD: Heterogenous Federated Learning via Model Distillation☆166Jun 3, 2021Updated 5 years ago
- Galaxy Federated Learning Framework （星际联邦学习框架）☆253Jan 14, 2023Updated 3 years ago
- Implementation of dp-based federated learning framework using PyTorch☆323Jan 3, 2026Updated 8 months ago
- ☆897Jul 27, 2024Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆163Apr 30, 2022Updated 4 years ago
- A simulation framework for Federated Learning written in PyTorch☆206Apr 9, 2022Updated 4 years ago