pcollender / hdMBO

Gaussian Process model-based optimization for single and multiple objective problems with high-dimensional design spaces.

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hdMBO

NOTE: Still in development.

This package provides tools to run Gaussian Process model-based optimization on high-dimensional continuous design spaces. Currently, the high-dimensional cases can only be handled via parameter dropout as described by Li et al, 2018.

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Gaussian Process model-based optimization for single and multiple objective problems with high-dimensional design spaces.


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