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2023-03-16[MRG] fix bugs of gw_entropic and armijo to run on gpu (#446)Cédric Vincent-Cuaz
* maj gw/ srgw/ generic cg solver * correct pep8 on current state * fix bug previous tests * fix pep8 * fix bug srGW constC in loss and gradient * fix doc html * fix doc html * start updating test_optim.py * update tests gromov and optim - plus fix gromov dependencies * add symmetry feature to entropic gw * add symmetry feature to entropic gw * add exemple for sr(F)GW matchings * small stuff * remove (reg,M) from line-search/ complete srgw tests with backend * remove backend repetitions / rename fG to costG/ fix innerlog to True * fix pep8 * take comments into account / new nx parameters still to test * factor (f)gw2 + test new backend parameters in ot.gromov + harmonize stopping criterions * split gromov.py in ot/gromov/ + update test_gromov with helper_backend functions * manual documentaion gromov * remove circular autosummary * trying stuff * debug documentation * alphabetic ordering of module * merge into branch * add note in entropic gw solvers * fix exemples/gromov doc * add fixed issue to releases.md * fix bugs of gw_entropic and armijo to run on gpu * add pr to releases.md * fix pep8 * fix call to backend in line_search_armijo * correct docstring generic_conditional_gradient --------- Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
2023-03-09[MRG] Semi-relaxed (fused) gromov-wasserstein divergence and improvements of ↵Cédric Vincent-Cuaz
gromov-wasserstein solvers (#431) * maj gw/ srgw/ generic cg solver * correct pep8 on current state * fix bug previous tests * fix pep8 * fix bug srGW constC in loss and gradient * fix doc html * fix doc html * start updating test_optim.py * update tests gromov and optim - plus fix gromov dependencies * add symmetry feature to entropic gw * add symmetry feature to entropic gw * add exemple for sr(F)GW matchings * small stuff * remove (reg,M) from line-search/ complete srgw tests with backend * remove backend repetitions / rename fG to costG/ fix innerlog to True * fix pep8 * take comments into account / new nx parameters still to test * factor (f)gw2 + test new backend parameters in ot.gromov + harmonize stopping criterions * split gromov.py in ot/gromov/ + update test_gromov with helper_backend functions * manual documentaion gromov * remove circular autosummary * trying stuff * debug documentation * alphabetic ordering of module * merge into branch * add note in entropic gw solvers --------- Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>