[MRG] add debiasing and all new solers `ot.solve_sample` by rflamary · Pull Request #831 · PythonOT/POT · GitHub
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[MRG] add debiasing and all new solers ot.solve_sample#831

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rflamary wants to merge 23 commits into
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debias
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[MRG] add debiasing and all new solers ot.solve_sample#831
rflamary wants to merge 23 commits into
masterfrom
debias

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@rflamary

@rflamary rflamary commented Jul 2, 2026

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Types of changes

All the following fetaure have been added+tested in ot.solve_sample:

  • Add debiasing with (both sinkhorn/OT divergence with debias=True and minibtach with data splitting debias='split' )
  • Add sliced and and max sliced solvers (with method='sliced'and method='max_sliced')
  • Add wrapper for BSP OT solver with method='bsp')
  • Add solver for HD gaussian
  • Reoganized and better test for acepted methods in ot.solve and ot.solve_sample

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

codecov Bot commented Jul 2, 2026

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@rflamary rflamary changed the title [WIP] add debiasing and sliced OT solvers to ot.solve_sample [WIP] add debiasing and all new solers ot.solve_sample Jul 3, 2026
@rflamary rflamary changed the title [WIP] add debiasing and all new solers ot.solve_sample [MRG] add debiasing and all new solers ot.solve_sample Jul 3, 2026
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