Added empircal_sinkhorn_divergence function

[davibarreira]

No description provided.

[coveralls]

Pull Request Test Coverage Report for Build 902931689

Warning: This coverage report may be inaccurate.

This pull request's base commit is no longer the HEAD commit of its target branch. This means it includes changes from outside the original pull request, including, potentially, unrelated coverage changes.

• For more information on this, see Tracking coverage changes with pull request builds.
• To avoid this issue with future PRs, see these Recommended CI Configurations.
• For a quick fix, rebase this PR at GitHub. Your next report should be accurate.

Details

• 2 of 2 (100.0%) changed or added relevant lines in 1 file are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage remained the same at 100.0%

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Totals
Change from base Build 896064425:	0.0%
Covered Lines:	25
Relevant Lines:	25

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💛 - Coveralls

[devmotion]

Thanks for the PR! Can you make the new function consistent with the existing ones? Ie,

• remove all keyword arguments
• remove all more detailed explanations and link to POT instead
• add a doctest example such that coverage stays at 100%

[devmotion]

Looks good, just some minor suggestions left. Can you update the version number as well?

[davibarreira]

I don't know what is this error with JuliaNightly, but it looks like it's not actually related to my PR.

[devmotion]

I don't know what is this error with JuliaNightly, but it looks like it's not actually related to my PR.

No, they are known and caused by some deprecation in the Julia master branch that is not handled in PyCall yet (due to the deprecations the output of the doctests is different).

[devmotion]

Thanks for the PR, I'll make a new release right away!