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.. include:: _contributors.rst
.. currentmodule:: skopt
.. _changes_0_8_1:
Version 0.8.1
=============
**September 2020**
- |Fix| GaussianProcessRegressor on sklearn 0.23 normalizes the
variance to 1, which needs to reverted on predict.
.. _changes_0_8:
Version 0.8.0
=============
**September 2020**
:mod:`skopt.Optimizer`
----------------------
- |Enhancement| n_jobs support was added to Optimizer and
fixed for forest_minimize
by :user:`Holger Nahrstaedt <holgern>`
by :user:`JPN <jonathanng>`
:mod:`skopt.plots`
------------------
- |Enhancement| Allow dimension selection for plot_objective
and plot_evaluations and add plot_histogram and plot_objective_2D.
Plot code has been refactored.
by :user:`Holger Nahrstaedt <holgern>`
by :user:`Hvass-Labs <Hvass-Labs>`
:mod:`skopt.sampler`
--------------------
- |MajorFeature| Initial sampling generation
from latin hypercube, sobol, hammersly and halton
is possible and can be set in all optimizers
:user:`Holger Nahrstaedt <holgern>`
- |Enhancement| Improve sampler and add grid sampler
by :user:`Holger Nahrstaedt <holgern>`
:mod:`skopt.searchcv`
---------------------
- |Fix| Fix library for scikit-learn >= 0.23.
numpy MaskArray is replaced by numpy.ma.array.
y_normalize=False has been added and initial runs
has been increased.
by :user:`Lucas Plagwitz <lucasplagwitz>`
:mod:`skopt.space`
------------------
- |Fix| Fix Integer transform and inverse_transform for normalize
by :user:`Holger Nahrstaedt <holgern>`
- |Enhancement| Add `is_constant` property to dimension and
`n_constant_dimensions` property to Space
by :user:`Holger Nahrstaedt <holgern>`
- |Enhancement| Skip constant dimensions for plot_objective and
plot_evaluations
to allow plots using BayesSearchCV
by :user:`Holger Nahrstaedt <holgern>`
:mod:`skopt.utils`
------------------
- |Fix| Fix Optimizer for full categorical spaces
by :user:`Holger Nahrstaedt <holgern>`
Miscellaneous
-------------
- Improve circle ci
by :user:`Holger Nahrstaedt <holgern>`
- Add project toml and adapt minimal numpy, scipy, pyyaml and
joblib version in setup.py
by :user:`Holger Nahrstaedt <holgern>`
|
