FedML
To support FedML, an open-sourced Federated Learning Library.
Collective -
Host: opensource -
https://opencollective.com/fedml
- Website: https://fedml.ai/
- Code: https://github.com/FedML-AI
github.com/FedML-AI/FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
Stars: 3,921 - Last synced: 11 Jul 2026
github.com/FedML-AI/FedNLP
FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
Stars: 223 - Last synced: 07 Jul 2026
github.com/FedML-AI/FedGraphNN
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
Stars: 181 - Last synced: 06 Jul 2026
github.com/FedML-AI/FedCV
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
Stars: 66 - Last synced: 06 Jul 2026
github.com/FedML-AI/SpreadGNN
SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.
Stars: 47 - Last synced: 06 Jul 2026
github.com/FedML-AI/FedIoT
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
Stars: 44 - Last synced: 06 Jul 2026
github.com/FedML-AI/FedML-Mobile
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)
Stars: 24 - Last synced: 06 Jul 2026