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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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* back to default pygment
* add images back
* move static images and make it work
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* orrect gradient bug in emd2
* small comment in test
* deploy properly on tag release
* subplot fail
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* add introductory example of OT, EMD and Sinkhorn
* improve figure and try complying with pep8
* autopep8
* change markdown elements to rst
* try solving issue with images
* fix issue with images
* add a section on varying the sinkhorn hyperparameter
* add Sinkhorn algorithm and discussion for comparison between EMD and Sinkhorn
* autopep8 again
* add subsections and modify figure sizes/shapes
* fix bug with print
* correct some typos
* remove computational time comparison
* autopep8 again...
Co-authored-by: Aurelie Boisbunon <abb@mydatamodels.com>
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