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.