Sam Daulton
Sam Daulton
@hkenlay Sorry about that. I forgot to include the changes in there for categoricals. Let me know if you still have issues on [7ce1389](https://github.com/pytorch/botorch/pull/1533/commits/7ce1389269f4c33b7e5a675fc6756c108655c3a8)
Not at the moment. It's been fairly low priority. If this is of interest, I can work on prioritizing getting it ready
Hi @Ruan-Yixiang, We didn't test `q>1`, so it is quite possible that this PR needs updating to support `q>1`. The MC formulation of PR could get pretty expensive if one...
Hi @dsanyal, There a quite a few merge conflicts that need to be resolved and tests that need to be written. This is relatively low priority at the moment, but...
> Re: limitations with trace observations We just haven't tested MF-HVKG with trace observations, so we would just need to do some due diligence to make sure the shapes are...
A choice parameter with every possible string makes sense to me for representing strings (unless it is prohibitively long). One could model the metrics in terms of the strings however...
Thanks! It seems like `sample_around_best` could definitely lead to the AF optimization getting stuck in a local optima
That would be interesting to see
Can you provide examples of this/code pointers to what is inconsistent?
Hi @Abrikosoff, Fixed parameters are typically removed via the RemoveFixed transform since they aren't needed for modeling/generating candidates. The easiest thing to do would be to add the fixed parameter...