.. include:: _contributors.rst

.. currentmodule:: skopt

.. _changes_0_7_2:

Version 0.7.2
=============
**February 2020**

:mod:`skopt.optimizer`
----------------------
- |Feature| update_next() and get_results() added to Optimize and
  add more examples
  :pr:`837` by :user:`Holger Nahrstaedt <holgern>` and
  :user:`Sigurd Carlsen <sigurdcarlsen>`
- |Fix| Fix random forest regressor (Add missing min_impurity_decrease)
  :pr:`829` by :user:`Holger Nahrstaedt <holgern>`

:mod:`skopt.utils`
------------------
- |Enhancement| Add expected_minimum_random_sampling
  :pr:`830` by :user:`Holger Nahrstaedt <holgern>`
- |FIX| Return ordereddict in point_asdict and add some more unit tests.
  :pr:`840` by :user:`Holger Nahrstaedt <holgern>`
- |Enhancement| Added `check_list_types` and `check_dimension_names`
  :pr:`803` by :user:`Hvass-Labs <Hvass-Labs>` and
  :user:`Holger Nahrstaedt <holgern>`

:mod:`skopt.plots`
------------------
- |Enhancement| Add more parameter to plot_objective and more plot examples
  :pr:`830` by :user:`Holger Nahrstaedt <holgern>` and
  :user:`Sigurd Carlsen <sigurdcarlsen>`

:mod:`skopt.searchcv`
---------------------
- |Fix| Fix searchcv rank (issue #831)
  :pr:`832` by :user:`Holger Nahrstaedt <holgern>`

:mod:`skopt.space`
------------------
* |Fix| Fix integer normalize by using round()
  :pr:`830` by :user:`Holger Nahrstaedt <holgern>`

Miscellaneous
-------------
* |Fix| Fix doc examples
* |Fix| Fix license detection in github
  :pr:`827` by :user:`Holger Nahrstaedt <holgern>`
* |Enhancement| Add doctest to CI

.. _changes_0_7_1:

Version 0.7.1
=============
**February 2020**

:mod:`skopt.space`
------------------
* |Fix| Fix categorical space (issue #821)
  :pr:`823` by :user:`Holger Nahrstaedt <holgern>`
* |Enhancement| int can be set as dtype to fix issue #790
  :pr:`807` by :user:`Holger Nahrstaedt <holgern>`
* |Feature| New StringEncoder, can be used in Categoricals
* Remove string conversion in Identity
* |Enhancement| dtype can be set in Integer and Real

Miscellaneous
-------------
- Sphinx documentation
  :pr:`809` by :user:`Holger Nahrstaedt <holgern>`
- notebooks are replaced by sphinx-gallery
  :pr:`811` by :user:`Holger Nahrstaedt <holgern>`
- Improve sphinx doc
  :pr:`819` by :user:`Holger Nahrstaedt <holgern>`
- Old pdoc scripts are removed and replaced by sphinx
  :pr:`822` by :user:`Holger Nahrstaedt <holgern>`

.. _changes_0_7:

Version 0.7
===========
**January 2020**

:mod:`skopt.optimizer`
----------------------
- |Enhancement| Models queue has now a customizable size (model_queue_size).
  :pr:`803` by :user:`Kajetan Tukendorf <Bacoknight>` and
  :user:`Holger Nahrstaedt <holgern>`
- |Enhancement| Add log-uniform prior to Integer space
  :pr:`805` by :user:`Alex Liebscher <liebscher>`

:mod:`skopt.plots`
------------------
- |Enhancement| Support for plotting categorical dimensions
  :pr:`806` by :user:`jkleint <jkleint>`

:mod:`skopt.searchcv`
---------------------
- |Fix| Allow BayesSearchCV to work with sklearn 0.21.
  :pr:`777` by :user:`Kit Choi <kitchoi>`

Miscellaneous
-------------

- |Fix| Reduce the amount of deprecation warnings in unit tests
  :pr:`808` by :user:`Holger Nahrstaedt <holgern>`
- |Fix| Reduce the amount of deprecation warnings in unit tests
  :pr:`802` by :user:`Alex Liebscher <liebscher>`
- joblib instead of sklearn.externals.joblib
  :pr:`776` by :user:`Vince Jankovics <vakker>`
- Improve travis CI unit tests (Different sklearn version are checked)
  :pr:`804` by :user:`Holger Nahrstaedt <holgern>`
- Removed `versioneer` support, to keep things simple and to fix pypi deploy
  :pr:`816` by :user:`Holger Nahrstaedt <holgern>`