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* add entropic fgw + fgw bary + srgw + srfgw with tests
* add exemples for entropic srgw - srfgw solvers
* add PPA solvers for GW/FGW + complete previous commits
* update readme
* add tests
* add examples + tests + warning in entropic solvers + releases
* reduce testing runtimes for test_gromov
* fix conflicts
* optional marginals
* improve coverage
* gromov doc harmonization
* fix pep8
* complete optional marginal for entropic srfgw
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Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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* Fix typos in docstrings and examples
* A few more fixes
* Fix ref for `center_ot_dual` function
* Another typo
* Fix titles formatting
* Explicit empty line after math blocks
* Typo: asymmetric
* Fix code cell formatting for 1D barycenters
* Empirical
* Fix indentation for references
* Fixed all WARNINGs about title formatting
* Fix empty lines after math blocks
* Fix whitespace line
* Update changelog
* Consistent Gromov-Wasserstein
* More Gromov-Wasserstein consistency
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Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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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
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Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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* Add two new algorithms to solve Gromov Wasserstein: Sampled Gromov Wasserstein and Pointwise Gromov Wasserstein.
* Correct some lines in SaGroW and PoGroW to follow pep8 guide.
* Change nb_samples name. Use rdm state. Change symmetric check.
* Change names of len(p) and len(q) in SaGroW and PoGroW.
* Re-add some deleted lines in the comments of gromov.py
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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