In the MixedGP we make heavy use of Botorchs OneHotToNumeric Input Transform. Until recently, this was forcing the user to have the onehot features on the trailing dimension. This constraint was lifted recently and is now obsolete. This allows us to fix the buggy behavior when we have a CategoricalDesriptorInput using onehot and then a CategoricalDesriptor with Descriptor encoding.
In the
MixedGP
we make heavy use of BotorchsOneHotToNumeric
Input Transform. Until recently, this was forcing the user to have the onehot features on the trailing dimension. This constraint was lifted recently and is now obsolete. This allows us to fix the buggy behavior when we have aCategoricalDesriptorInput
using onehot and then aCategoricalDesriptor
with Descriptor encoding.