Add tutorial for unbalanced OT

[nvesseron]

I added a tutorial for unbalanced OT and added a reference in the bib that I cite in the tutorial.

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[marcocuturi]

Thanks Nina! this looks great. I also think this will need to be added in the rst files to show up in the docs. Maybe we need some hierarchy.

[pierreablin]

Line #12.    source = gaussian_mixture(

I think these should be renamed source -> x and target -> y to be more consistent with the other notebooks?

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[michalk8]

Can you also please add the notebook to the documentation in the appropriate place here?

[marcocuturi]

Hi Nina! any progress on your end for this notebook?

[nvesseron]

Hi Marco, Sorry for leaving this around, I am on it and will submit a pull request soon. Thank you very much for your remarks, Have a nice week ! Le lun. 20 mars 2023 à 14:10, Marco Cuturi ***@***.***> a écrit :

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Hi Nina! any progress on your end for this notebook? — Reply to this email directly, view it on GitHub <#291 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AXA7UANRIGGV5TN5ZDMMG6TW5BJMZANCNFSM6AAAAAAU3335RA> . You are receiving this because you were assigned.Message ID: ***@***.***>

[nvesseron]

Thank you very much for your comments, it helped me a lot !

[michalk8]

@nvesseron there seems to be rendering issue in the first cell, can you please fix it?
https://ott-jax--291.org.readthedocs.build/en/291/tutorials/notebooks/Unbalanced_OT.html

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 88.41%. Comparing base (2d616f4) to head (cf86d21).
Report is 24 commits behind head on main.

Additional details and impacted files

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  Coverage   88.41%   88.41%           
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  Files          72       72           
  Lines        7716     7716           
  Branches     1107     1107           
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  Hits         6822     6822           
  Misses        743      743           
  Partials      151      151           

[michalk8]

@nvesseron can you tell me what's the status of this PR? I think it was almost done, am not sure whether the above comments have been addressed though.

[nvesseron]

@michalk8 I did change the notebook according to your comments. Do not hesitate to tell me if there is anything else I can do to improve the notebook. Thank you for helping me with that contribution.

[michalk8]

LGTM @nvesseron , thanks a lot!

I just fixed the Bibtex file + small typos, think we can merge soon!

[marcocuturi]

LGTM! thanks everyone!