5 questions
2
votes
0
answers
99
views
Using qKnowledgeGradient with SaasFullyBayesianSingleTaskGP gives shape mismatch error
I’m trying to use qKnowledgeGradient with a fully Bayesian SAAS (Sparse Axis Aligned Subspace) GP (Gaussian Process) (using SaasFullyBayesianSingleTaskGP) in BoTorch. I'm doing so by writing a new ...
2
votes
1
answer
2k
views
cannot import name "fit_gpytorch_model" from "botorch_fit"
I am trying to import fit_gpytorch_model from botorch or botorch.fit (whichever it should be from), but neither is working. I am following the procedures in a youtube video called "Coding ...
2
votes
2
answers
170
views
Plotting BoTorch Synthetic functions
I'm trying to plot the Ackley synthetic function from botorch (mainly to understand how it works and why if I feed it 2 tensors it only returns 1 value), and I'm facing a bunch of different problems. ...