[MRG] Update doc and exemples by rflamary · Pull Request #754

[MRG] Update doc and exemples by rflamary · Pull Request #754 · PythonOT/POT

Types of changes

Update readme wity new API
Add nice image of contributors to readme and contributors.md
Big update of the examples that can now be in multiple sections

Motivation and context / Related issue

How has this been tested (if it applies)

PR checklist

I have read the CONTRIBUTING document.
The documentation is up-to-date with the changes I made (check build artifacts).
All tests passed, and additional code has been covered with new tests.
I have added the PR and Issue fix to the RELEASES.md file.

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 97.10%. Comparing base (d2ea084) to head (9de93ec).
⚠️ Report is 1 commits behind head on master.

Additional details and impacted files

@@           Coverage Diff           @@
##           master     #754   +/-   ##
=======================================
  Coverage   97.10%   97.10%           
=======================================
  Files         101      101           
  Lines       20493    20493           
=======================================
  Hits        19900    19900           
  Misses        593      593

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rflamary changed the title ~~[WIP] Update doc and exemples~~ [MRG] Update doc and exemples

Aug 15, 2025

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Very nice update of the documentation :) just spotted a few broken links to example to remove before merging


		### Implemented Features

		POT provides the following generic OT solvers: