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@mblondel mblondel released this 30 Aug 10:01
· 262 commits to main since this release
jaxopt-v0.5
745ab09

New features

  • Added optimal transport related projections: projection_transport, projection_birkhoff, kl_projection_transport, and kl_projection_birkhoff, by Mathieu Blondel (semi-dual formulation) and Tianlin Liu (dual formulation).

Bug fixes and enhancements

  • Fix LaTeX rendering issue in notebooks, by Amélie Héliou.
  • Avoid gradient recompilations in zoom line search, by Mathieu Blondel.
  • Fix unused Jacobian issue in jaxopt.ScipyRootFinding, by Louis Béthune.
  • Use zoom line search by default in jaxopt.LBFGS and jaxopt.NonlinearCG, by Mathieu Blondel.
  • Pass tolerance argument to jaxopt.ScipyMinimize, by pipme.
  • Handle has_aux in jaxopt.LevenbergMarquardt, by Keunhong Park.
  • Add maxiter keyword argument in jaxopt.ScipyMinimize, by Fabian Pedregosa.

Contributors

Louis Béthune, Mathieu Blondel, Amélie Héliou, Keunhong Park, Fabian Pedregosa, pipme.

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