Increasing the accuracy of botorch #1069
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Hello all,
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On a quick look, your code seems fine. Given that you're using 1000 points in a 3d input space, I'd expect highly accurate results. It's possible that the range of your function output does not play well with the priors for the GP hyper parameters. You could try replacing |
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On a quick look, your code seems fine. Given that you're using 1000 points in a 3d input space, I'd expect highly accurate results. It's possible that the range of your function output does not play well with the priors for the GP hyper parameters. You could try replacing
models =SingleTaskGP(train_x,train_obj)
withmodels =SingleTaskGP(train_x,train_obj, outcome_transform=Standardize(m=1))
and see if that helps.