An Open Framework for Federated Learning.
☆831Feb 21, 2026Updated last month
Alternatives and similar repositories for openfederatedlearning
Users that are interested in openfederatedlearning are comparing it to the libraries listed below
Sorting:
- NVIDIA Federated Learning Application Runtime Environment☆907Updated this week
- The repo for the FeTS Challenge☆57Sep 9, 2025Updated 6 months ago
- Flower: A Friendly Federated AI Framework☆6,729Updated this week
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆94Feb 28, 2024Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,018Oct 28, 2025Updated 4 months ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,005Sep 3, 2022Updated 3 years ago
- resources about federated learning and privacy in machine learning☆545Jun 26, 2024Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆529Sep 17, 2025Updated 6 months ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆268Aug 26, 2024Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆747Jun 10, 2025Updated 9 months ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,430Updated this week
- An Industrial Grade Federated Learning Framework☆6,054Nov 19, 2024Updated last year
- An easy-to-use federated learning platform☆1,522Aug 10, 2024Updated last year
- Perform data science on data that remains in someone else's server☆9,863Jul 15, 2025Updated 8 months ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆729Nov 16, 2025Updated 4 months ago
- Leaf: A Benchmark for Federated Settings☆904Mar 24, 2023Updated 2 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,069May 30, 2024Updated last year
- Federated Learning Utilities and Tools for Experimentation☆194Jan 11, 2024Updated 2 years ago
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- Secure collaborative training and inference for XGBoost.☆107Oct 25, 2022Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,434May 7, 2024Updated last year
- An enterprise-ready and vendor-agnostic federated learning platform.☆166Mar 10, 2026Updated last week
- Privacy Preserving Vertical Federated Learning☆222Jun 1, 2023Updated 2 years ago
- Federated Deep Learning in PaddlePaddle☆516Jul 26, 2023Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Oct 21, 2020Updated 5 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆412Dec 18, 2023Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- A generalizable application framework for segmentation, regression, and classification using PyTorch☆191Aug 16, 2025Updated 7 months ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆273Nov 13, 2025Updated 4 months ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆823Oct 20, 2025Updated 5 months ago
- An easy-to-use federated learning platform☆300Aug 23, 2023Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆343Dec 5, 2021Updated 4 years ago
- A framework for Privacy Preserving Machine Learning☆1,640Nov 23, 2024Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆725Mar 24, 2023Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,089Jan 25, 2026Updated last month
- A PyTorch Implementation of Federated Learning☆1,509Jul 25, 2024Updated last year
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆308Apr 18, 2022Updated 3 years ago
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆59Aug 27, 2024Updated last year
- PriMIA: Privacy-preserving Medical Image Analysis☆137May 1, 2023Updated 2 years ago