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Model DB
As a user I would like to keep track of my Federated Learning experiments and plot statistics of the model performance. One implementation may be using a Model Database, such as ModelDB https://github.com/VertaAI/modeldb This could simply plugin to our current code via the Python API. There are some nice features such as model and data versioning (Git-like) and dashboards.