Merge pull request #182 from mblondel:release_0.3.1

PiperOrigin-RevId: 431517676
google · Feb 28, 2022 · d35aac3 · d35aac3
2 parents b77c9f5 + 805941f
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diff --git a/docs/changelog.rst b/docs/changelog.rst
@@ -1,26 +1,28 @@
 Changelog
 =========
 
+Version 0.3.1.
+--------------
 
-=======
-
-Version 0.4
------------
+New features
+~~~~~~~~~~~~
 
+- Pjit-based example of data parallel training using Flax, by Felipe Llinares.
 
 Bug fixes and enhancements
 ~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 - `Support for GPU and state of the art adversarial training algorithm (PGD) on the robust_training.py example <https://github.com/google/jaxopt/pull/139>`_ by `Fabian Pedregosa <https://fa.bianp.net/>`_
-
-
-
+- Update line search in LBFGS to use jit and unroll from LBFGS, by Ian Williamson.
+- Support dynamic maximum iteration count in iterative solvers, by Roy Frostig.
+- Fix tree_where for singleton pytrees, by Louis Béthune.
+- Remove QuadraticProg in projections and set ``init_params=None`` by default in QP solvers, by Louis Béthune.
+- Add missing 'value' attribute in LbfgsState, by Mathieu Blondel.
 
 Contributors
 ~~~~~~~~~~~~
 
-Mathieu Blondel, Louis Bethune, Fabian Pedregosa.
-
+Felipe Llinares, Fabian Pedregosa, Ian Williamson, Louis Bétune, Mathieu Blondel, Roy Frostig.
 
 Version 0.3
 -----------

diff --git a/jaxopt/version.py b/jaxopt/version.py
@@ -14,4 +14,4 @@
 
 """JAXopt version."""
 
-__version__ = "0.4"
+__version__ = "0.3.1"
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		"""JAXopt version."""

		__version__ = "0.4"
		__version__ = "0.3.1"