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[MRG] update LP barycenter with new scipy solvers #537

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merged 2 commits into from
Oct 26, 2023
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@rflamary rflamary commented Oct 25, 2023

Types of changes

Scipy has since 1.6 new C++ LP solvers that can handle very well sparse matrices and lead to better solutions.

This PR bump the scipy requirement and use now as default solver for LP barycenter the new "highs-ipm" solver that is more than 10 times faster on the example in the documentation

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.

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codecov bot commented Oct 25, 2023

Codecov Report

Merging #537 (6659100) into master (a9de7a0) will not change coverage.
The diff coverage is 100.00%.

Additional details and impacted files
@@           Coverage Diff           @@
##           master     #537   +/-   ##
=======================================
  Coverage   96.38%   96.38%           
=======================================
  Files          67       67           
  Lines       14389    14389           
=======================================
  Hits        13869    13869           
  Misses        520      520           

@rflamary rflamary merged commit e7cba02 into master Oct 26, 2023
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@rflamary rflamary changed the title [WIP] update LP barycenter with new scipy solvers [MRG] update LP barycenter with new scipy solvers Oct 26, 2023
@rflamary rflamary deleted the update_lp_bary branch November 23, 2023 09:31
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