Version 0.5.2¶
Bug fixes¶
Separated
n_points
fromn_jobs
inBayesSearchCV
.Dimensions now support boolean np.arrays.
Maintenance¶
matplotlib
is now an optional requirement (install withpip 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 ofBayesSearchCV
that counts total iterations needed to explore all subspaces.Add iteration event handler for
BayesSearchCV
, useful for early stopping insideBayesSearchCV
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.