Muhammad Iffan Hannanu issues

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                                            Muhammad Iffan Hannanu

.sample() method is much slower for GaussianKDE

**Describe your problem** I am solving a UQ problem where I use both Beta distributions and DD approach using Gaussian KDE for comparison. However, the sampling method using GaussianKDE distribution...

question

NotUniqueError encountered for constrained problems.

**Describe the bug** Using `bayesian-optimization==1.4.3` I'd like to run a constrained optimization problem. However, I encountered `bayes_opt.util.NotUniqueError` even though I have set `allow_duplicate_points=True` I checked bayesian_optimization.py and observe that `allow_duplicate_points=True`...

bug

enhancement

Assertion `old_value >= -EPSILON && old_value <= (1.0+EPSILON)' failed

Hi, I got the following error message below. Any ideas on what could be the reason for this? I can reproduce it but it will take a while since the...