Max Balandat

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@yyexela checking in if you had a chance to work on this tutorial?

Let's move this discussion onto the PR, will respond there.

> Where can I see the versions of the packages installed for the smoke test? I was able to run my notebook just fine locally with a fresh conda environment...

I wonder if this could be related to some of @sdaulton's recent changes, e.g. https://github.com/pytorch/botorch/pull/2011 ?

Thanks for raising this issue, this indeed looks like a bug. Not entirely sure what's going on, but it seems it may be related to the fact that some parts...

Note: #2193 removes the `X_pending` arg from `qMultiFidelityLowerBoundMaxValueEntropy`, technically resolving the issue / not making this a bug anymore. But we'd still want to enable `qMultiFidelityLowerBoundMaxValueEntropy` to handle `X_pending`, so...

cc @saitcakmak this is relevant for the proposed transforms refactor in https://github.com/cornellius-gp/gpytorch/pull/2114

> Based on the commit message, it seems that transform=None is intentional so that the landscape is nicer to LBFGS-B. Then, we rely on LBFGS-B (not LBFGS) to handle the...

@yucenli and @sdaulton have worked on this in the past.