LocalPenalization requires a differentiable model

EmuKit / emukit

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

https://emukit.github.io/emukit/

Apache License 2.0

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LocalPenalization requires a differentiable model #220

Closed marpulli closed 4 years ago

marpulli commented 5 years ago

Either we should remove this requirement, or we should validate the model input to LocalPenalizationPointCalculator.

apaleyes commented 4 years ago

done