Miles Olson comments

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                                            Miles Olson

Idea for interactive template generation: multi-objective, multi-fidelity, batch optimization, etc.

Thanks so much for all your hard work on Honegumi @sgbaird ! I'm going to close out this Issue for now since there are no action items for us, but...

Ax is incompatible with SQLAlchemy 2.0+; incompatibility errors arise when using only JSON storage, too

Sorry the two of you are running into this issue -- this process could certainly better documented in our tutorials. In order to encode custom metrics and runners you must...

Ax is incompatible with SQLAlchemy 2.0+; incompatibility errors arise when using only JSON storage, too

This looks like a bug on our end -- I will investigate this and report back once I have a repro. In the meantime, could you provide a list of...

Ax is incompatible with SQLAlchemy 2.0+; incompatibility errors arise when using only JSON storage, too

Thank you @16acdg -- yes, Ax is currently incompatible with SQLAlchemy 2+. We are working on getting a fix out for this soon. We will also intend to look into...

Ax is incompatible with SQLAlchemy 2.0+; incompatibility errors arise when using only JSON storage, too

Upgrading SQLAlchemy to 2.0 will likely take some substantial investment on our part, moving this task to our master tracking Issue so it can make it on to our team's...

There are some questions when i use the Ax

Hi, thanks for reaching out. To your first question: is it possible there is noise in the system you're trying to optimize? Or could there be some nonstationarity in your...

There are some questions when i use the Ax

It looks like there aren't any direct action items or movement more generally on this Issue, closing for now.

Space characters in the objective name AND specifying a threshold leads to an error message: "AssertionError: Outcome constraint should be of form `metric_name >= x"

Wow, thank you for spotting this bug! We don't typically use metrics with whitespace in the name so we never saw this -- we should either explicitly disallow this or...

Space characters in the objective name AND specifying a threshold leads to an error message: "AssertionError: Outcome constraint should be of form `metric_name >= x"

Hi @nemozor, sorry to be getting back to you later than I had hoped. The team went back and forth on this a while, and eventually decided the best thing...

[FEATURE REQUEST]: Pool-based learning within Ax (i.e. allow Ax to sample from a pre-selected finite set of feasible arms only)

Hi @CompRhys -- I think you're right that this will be a bit tricky of a usage pattern to implement, but there may be something we can do. I'm not...