DOC whats new tweaks for 0.20.1
Version 0.20.1
==============
-**October XX, 2018**
+**November 21, 2018**
This is a bug-fix release with some minor documentation improvements and
enhancements to features released in 0.20.0.
@@ -157,13 +157,6 @@ Changelog
method is now thread safe. :issue:`12514` by
:user:`Hanmin Qin <qinhanmin2014>`.
-- |API| The default value of the :code:`method` argument in
- :func:`preprocessing.power_transform` will be changed from :code:`box-cox`
- to :code:`yeo-johnson` to match :class:`preprocessing.PowerTransformer`
- in version 0.23. A FutureWarning is raised when the default value is used.
- :issue:`12317` by :user:`Eric Chang <chang>`.
-
-
- |Fix| Fixed a bug in :class:`preprocessing.PowerTransformer` where the
Yeo-Johnson transform was incorrect for lambda parameters outside of `[0, 2]`
:issue:`12522` by :user:`Nicolas Hug<NicolasHug>`.
@@ -172,6 +165,11 @@ Changelog
failed when set to ignore unknown numpy strings of different lengths
:issue:`12471` by :user:`Gabriel Marzinotto<GMarzinotto>`.
+- |API| The default value of the :code:`method` argument in
+ :func:`preprocessing.power_transform` will be changed from :code:`box-cox`
+ to :code:`yeo-johnson` to match :class:`preprocessing.PowerTransformer`
+ in version 0.23. A FutureWarning is raised when the default value is used.
+ :issue:`12317` by :user:`Eric Chang <chang>`.
:mod:`sklearn.utils`
........................
@@ -188,6 +186,15 @@ Changelog
Miscellaneous
.............
+- |Fix| When using site joblib by setting the environment variable
+ `SKLEARN_SITE_JOBLIB`, added compatibility with joblib 0.11 in addition
+ to 0.12+. :issue:`12350` by `Joel Nothman`_ and `Roman Yurchak`_.
+
+- |Fix| Make sure to avoid raising ``FutureWarning`` when calling
+ ``np.vstack`` with numpy 1.16 and later (use list comprehensions
+ instead of generator expressions in many locations of the scikit-learn
+ code base). :issue:`12467` by :user:`Olivier Grisel <ogrisel>`.
+
- |API| Removed all mentions of ``sklearn.externals.joblib``, and deprecated
joblib methods exposed in ``sklearn.utils``, except for
:func:`utils.parallel_backend` and :func:`utils.register_parallel_backend`,
@@ -198,15 +205,6 @@ Miscellaneous
unvendoring joblib in future version of scikit-learn.
:issue:`12345` by :user:`Thomas Moreau <tomMoral>`
-- |Fix| When using site joblib by setting the environment variable
- `SKLEARN_SITE_JOBLIB`, added compatibility with joblib 0.11 in addition
- to 0.12+. :issue:`12350` by `Joel Nothman`_ and `Roman Yurchak`_.
-
-- |Fix| Make sure to avoid raising ``FutureWarning`` when calling
- ``np.vstack`` with numpy 1.16 and later (use list comprehensions
- instead of generator expressions in many locations of the scikit-learn
- code base). :issue:`12467` by :user:`Olivier Grisel <ogrisel>`.
-
.. _changes_0_20:
Version 0.20.0
