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Scalable python GPU solvers for fused unbalanced gromov-wasserstein optimal transport problems, with routines and examples to align brain data (fMRI)

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Indeed, these functions are not tested yet. Would be an important addition to make in a follow-up PR. _Originally posted by @alexisthual in https://github.com/alexisthual/fugw/pull/29#discussion_r1228193498_