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support for cartesian product maniforlds #60

@lukasheinrich

Description

@lukasheinrich

Is your feature request related to a problem? Please describe.

The original Riemannian flow matching repo had nice support for product spaces (e.g. sphere x sphere, sphere x tori x euclidean) https://github.com/facebookresearch/riemannian-fm

As far as I can see this is not supported yet in this repo, but would be very nice to have.

Describe the solution you'd like
A set of top-level manifold types that can be initialized from a set of individual manifolds to represent the cartesian product

Describe alternatives you've considered
One option would be to go back to the old repo riemannian-fm which uses geoopt as its manifold library.

I would be open to try to contribute such extensions

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