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SimonBlanke / Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
https://simonblanke.github.io/gradient-free-optimizers-documentation
MIT License
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"warm_start_smbo" does not filter out np.inf #13

Closed SimonBlanke closed 3 years ago

SimonBlanke commented 3 years ago

In the "init_warm_start_smbo"-method of the SMBO-class nan-values are filtered out but np.inf are left in the dataframe. This can cause errors for smb-optimizers if the surrogate model cannot fit to np.inf.