Version 0.10.2¶
June 2024
Fix Update Pandas import to new format by awennersteen
Version 0.10.1¶
March 2024
Fix Typo in skopt/space/space.py
Version 0.10.0¶
March 2024
Feature Add support for multimetric scoring to
skopt.searchcv.BayesSearchCV
.Feature Evaluate random point instead of using point twice in
skopt.optimizer.Optimizer
.Feature
skopt.callback.CheckpointSaver
can now recycle previous function evaluationsFeature finish CI move to GHA
Fix Keep order of variables in LabelEncoder
Feature add from_df method to Space class
Fix Fix
skopt.plots.plot_evaluations
incorrectly handling dimensions as categorical dimensions when constant dimension are ignored due to wrong indexing.Fix Improved Bayesian Optimization documentation
Fix Replace occurrences of mse with squared_error
Fix numpy.int issue
Feature add standard deviation Stopper for Gaussian process
Feature Implement MES and PVRS acquisition functions.
Fix Fix tuple index out of range on plot
Fix Fixes Grid sampling with border=”only”
Fix Update plot_evaluations param
Fix Fix plot_gaussian_process not working with ps-acquisition
Feature Make Real and Integer raise error when prior is log-uniform and bounds contain zero
Fix Better use proper parsing of the scikit-learn version numbers.
Feature Test DeltaYStopper with minimize functions fixes
Fix dimension mismatch with gp_minimize in Matern kernel when nu=0.5
Fix GPR with noise fix
Feature Add constrained optimization
Feature Add ‘ax’ argument to all plotting functions
API Change Improve and tighten the inference of
skopt.space.space.Dimension
objects fromtuple
,dict
and numpy array. See the documentation ofskopt.space.space.check_dimension
for details. The old behavior is retained for a transitionary period; a warning is raised if the inference would change under the new scheme.Minor documentation improvements.
Various small bugs and fixes.