FedML

FedML is a decentralized collaborative machine learning platform designed for conducting decentralized and collaborative AI activities anywhere, on any scale. More specifically, FedML provides an MLOps (Machine Learning Operations) ecosystem that enables the training, deployment, monitoring, and continuous improvement of machine learning models, while allowing for collaboration on combined data, models, and computing resources in a privacy-preserving manner.