Vantage6
An open-source platform for supporting the development of federated learning projects
Unlocking the power of federated learning libraries within vantage6
Vantage6 is an open source software framework for privacy enhanced technology.
It allows researchers to create federated and privacy enhanced algoritms while the v6 framework takes care of the admin and orchestration.
At the moment, in v5.x.x, nodes participating in privacy enhanced algorithms talk to each other through the v6 api. However, if there were a more direct tls communication between nodes, it would be more easy to integrate external privacy enhanced software, such as Flower. The vantage6 node2node project aims to implement this functionality by making use of the kubernetes ecosystem.
Using big data to put a cardiovascular digital twin into the hands of people
Improving the vantage6 federated learning ecosystem
Coronary artery disease: risk estimations and interventions for prevention and Early detection
An open-source platform for supporting the development of federated learning projects