[DA] Sinkhorn LpL1 transport to work on JAX #592
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@ ## master #592 +/- ## ======================================= Coverage 96.66% 96.66% ======================================= Files 85 85 Lines 16898 16928 +30 ======================================= + Hits 16334 16364 +30 Misses 564 564 |
kachayev changed the title 
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Thank you for this PR @kachayev,
sorry for the late review on this PR. I put some remarks to ensure compatibility with all backends. Could you take them into account and mention the fix in the RELEASE.md file ?
Best,
Cédric
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Types of changes
This PR presents a vectorized implementation of LpL1 transport algorithms for domain adaptation, along with all the requisite modifications to ensure compatibility of the
ot.damodule with JAX.Motivation and context / Related issue
Continuing the effort to enable Domain Adaptation functionality in JAX. See also previously introduced changes in PR #587 for details.
How has this been tested (if it applies)
The tests have been updated. Additionally, a dedicated test has been included to verify that the vectorized implementation produces the same results as the original code.
PR checklist