[WIP] New API solve_sample #562
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* add new features to unbalanced solvers * add new features to unbalanced solvers * fix bug in test * remove stab_sinkhorn * remove kl * fix bug in lbfgsb_unbalanced * fix bug in lbfgsb_unbalanced * fix bug in KL in sinkhorn_unbalanced * edit release.md * fix test * add test and rearrange arguments * fix test * fix test * fix test * fix bug in test * fix bug in doctest * fix bug in doctest * add test for more coverage
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