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experimental-design / bofire

Experimental design and (multi-objective) bayesian optimization.
https://experimental-design.github.io/bofire/
BSD 3-Clause "New" or "Revised" License
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Categorical GP #56

Open jduerholt opened 1 year ago

jduerholt commented 1 year ago

Add a GP to models which acts on purely categorical inputs using a Hammond Distance Kernel.

jduerholt commented 1 year ago

Wrap a SingleTask GP around this kernel and name it CategoricalGP: https://github.com/pytorch/botorch/blob/main/botorch/models/kernels/categorical.py

jduerholt commented 1 year ago

Take also this into account: https://github.com/experimental-design/bofire/issues/57