<commit_before>Changelog
=========

Development version
-------------------

New features
~~~~~~~~~~~~

- Added optimal transport related projections:
  :func:`projection_transport <jaxopt.projection.projection_transport>`,
  :func:`projection_birkhoff <jaxopt.projection.projection_birkhoff>`,
  :func:`kl_projection_transport <jaxopt.projection.kl_projection_transport>`,
  and
  :func:`kl_projection_birkhoff <jaxopt.projection.kl_projection_birkhoff>`,
  by <NAME>.

Bug fixes and enhancements
~~~~~~~~~~~~~~~~~~~~~~~~~~

- Fix LaTeX rendering issue in notebooks, by <NAME>.
- Avoid gradient recompilations in zoom line search, by <NAME>.

Contributors
~~~~~~~~~~~~

<NAME>, <NAME>.

Version 0.4.3
-------------

New features
~~~~~~~~~~~~

- Added zoom line search in :class:`jaxopt.LBFGS`, by <NAME>. It can be enabled with the ``linesearch="zoom"`` option.
<commit_msg>Update changelog with updates in #284<commit_after>Changelog
=========

Development version
-------------------

New features
~~~~~~~~~~~~

- Added optimal transport related projections:
  :func:`projection_transport <jaxopt.projection.projection_transport>`,
  :func:`projection_birkhoff <jaxopt.projection.projection_birkhoff>`,
  :func:`kl_projection_transport <jaxopt.projection.kl_projection_transport>`,
  and
  :func:`kl_projection_birkhoff <jaxopt.projection.kl_projection_birkhoff>`,
  by <NAME>.

- Implement maxiter keyword argument in :class:`jaxopt.ScipyMinimize` by <NAME>.

Bug fixes and enhancements
~~~~~~~~~~~~~~~~~~~~~~~~~~

- Fix LaTeX rendering issue in notebooks, by <NAME>.
- Avoid gradient recompilations in zoom line search, by <NAME>.

Contributors
~~~~~~~~~~~~

<NAME>, <NAME>, <NAME>.

Version 0.4.3
-------------

New features
~~~~~~~~~~~~

- Added zoom line search in :class:`jaxopt.LBFGS`, by <NAME>. It can be enabled with the ``linesearch="zoom"`` option.

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