nvflare
Machine learning & AINVIDIA Federated Learning Application Runtime Environment for privacy-preserving distributed AI.
NVIDIA Federated Learning Application Runtime Environment for privacy-preserving distributed AI.
NVFlare (NVIDIA Federated Learning Application Runtime Environment) is an open-source SDK that enables organizations to build and deploy federated learning workflows. It allows multiple parties to collaboratively train AI/ML models without sharing raw data, preserving privacy while enabling distributed computation across healthcare, finance, and other data-sensitive industries. NVFlare supports both research experiments and production-grade deployments on Kubernetes.