1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
|
Version 0.5.2
=============
Bug fixes
---------
* Separated `n_points` from `n_jobs` in `BayesSearchCV`.
* Dimensions now support boolean np.arrays.
Maintenance
-----------
* `matplotlib` is now an optional requirement (install with `pip install 'scikit-optimize[plots]'`)
Version 0.5
===========
High five!
New features
------------
* Single element dimension definition, which can be used to fix the value of a dimension during optimization.
* `total_iterations` property of `BayesSearchCV` that counts total iterations needed to explore all subspaces.
* Add iteration event handler for `BayesSearchCV`, useful for early stopping inside `BayesSearchCV` search loop.
* added `utils.use_named_args` decorator to help with unpacking named dimensions when calling an objective function.
Bug fixes
---------
* Removed redundant estimator fitting inside `BayesSearchCV`.
* Fixed the log10 transform for Real dimensions that would lead to values being out of bounds.
|
