It has been decided with the team that for the documentation:
create a sub-section: Optimizers that showcases the use of a declearn optimizer as a tutorial
in the user guide: explain deeper how declearn optimizers work, and create matrix that shows what optimizer to use for FedProx, Scaffold, FedYogi, ... or other classical aggregation methods
decide whether to add a warning on existing aggregation tutorial, that such methods will be removed in a future verison of fedbiomed
It has been decided with the team that for the documentation:
Optimizers
that showcases the use of a declearn optimizer as a tutorial