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2022-12-15[MRG] New API for OT solver (with pre-computed ground cost matrix) (#388)RĂ©mi Flamary
* new API for OT solver * use itertools for product of parameters * add tests for result class * add tests for result class * add tests for result class last time? * add sinkhorn * make partial OT bckend compatible * add TV as unbalanced flavor * better tests * make smoth backend compatible and add l2 tregularizatio to solve * add reularizedd unbalanced * add test for more complex attibutes * add test for more complex attibutes * add generic unbalaned solver and implement it for ot.solve * add entropy to possible regularization * star of documentation for ot.solv * weird new pep8 * documenttaion for function ot.solve done * pep8 * Update ot/solvers.py Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org> * update release file * Apply suggestions from code review Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org> * add test NotImplemented * pep8 * pep8gcmp pep8! * compute kl in backend * debug tensorflow kl backend Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>