FedML-AI/FedML

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

PythonJupyter NotebookJavaShellC++DockerfileOthersecuritymachine-learningmarketplaceprivacydeep-learningblockchaininference-enginedistributed-trainingfederated-learningmlopsedge-aion-device-training
This is stars and forks stats for /FedML-AI/FedML repository. As of 28 Apr, 2024 this repository has 3198 stars and 720 forks.

FedML: The Community Building Open and Collaborative AI Anywhere at Any Scale At the current stage, FedML library provides a research and production integrated edge-cloud platform for Federated/Distributed Machine Learning at anywhere at any scale. FedML Homepage: https://fedml.ai/ FedML Open Source: https://github.com/FedML-AI FedML Platform: https://open.fedml.ai FedML Use Cases: https://open.fedml.ai/platform/appStore FedML Documentation: https://doc.fedml.ai FedML Blog: https://blog.fedml.ai/...
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