Max Balandat
Max Balandat
We don't have anything in OSS yet but shouldn't be too hard to put something together for the community contributions folder or into a PR. @sdaulton, @yucenli do you know...
What is the assumption we'd be making on the noise though? Typically we assume Gaussian noise on the data at the modeling level; but log-transforming observations under Gaussian noise means...
Sure, but do we make that assumption at the level of raw inputs or at the level or the transformed inputs? If the former then making the Gaussian noise assumption...
Hey, sorry you're having trouble with this. Not sure where you got stuck, but here is an example for how to use 2d Ackley: ``` import torch from botorch.test_functions import...
Is this something that could be addressed on the pytorch side? For instance, could `LogNormalPrior.state_dict()` and `LogNormalPrior.load_state_dict()` be overwritten in such a way that it saves the state dict of...
Should we raise an issue over there and make this suggestion?
> For instance, could LogNormalPrior.state_dict() and LogNormalPrior.load_state_dict() be overwritten in such a way that it saves the state dict of the base distribution? Nvm, I just realized that none of...
cc @hvarfner
> What do you mean with H2? The second half of this year :)
Hmm, interesting. I though this would be fixable by changing the `from botorch.models import SingleTaskGP` in https://github.com/pytorch/botorch/blob/main/botorch/models/robust_relevance_pursuit_model.py#L40 to `from botorch.models.gp_regression import SingleTaskGP` but that in itself will cause a circular...