BayesianOptimization

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Add `.predict` function to optimizer

4

This introduces a user-facing .predict() method to the optimizer to simplify making predictions with the GP. I think that with the support for optimization over non-float parameters, calling `.predict()` on...

till-m

Maximum number of iterations has been exceeded

1

Hello, sometimes I got the error below. I used init_points=5 and n_iter=300. Could you suggest how to fix this, e.g., increasing the number of iterations? Thanks! \bayes_opt\acquisition.py", line 393, in...

eegzheng

add alternative termination criteria

2

This is a WIP attempt to satisfy some of the goals in this issue thread about adding alternative (not just iteration based) termination criteria for the optimizer: https://github.com/bayesian-optimization/BayesianOptimization/issues/381 New termination...

cballam

Parallelisation

4

It would be great if the optimisation could take advantage of multiple cores **Describe the solution you'd like** There is a method described in https://arxiv.org/pdf/1206.2944 section 3.3 which is already...

lesshaste