Fix to feed raw (non-transformed) s to the model/acquisition

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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Fix to feed raw (non-transformed) s to the model/acquisition #242

Closed henrymoss closed 5 years ago

henrymoss commented 5 years ago

Fabolas currently transforms the fidelity space to a log scale, however, the fabolas model/acquisitions are expecting the fidelity pre-transform.

I have discussed this fix with @aaronkl

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