First of all I'd like to thank you for pointing out that our messaging is confusing. We'll fix that.
To the point: Nice interface and optimized db access for feature stores is part of our paid, enterprise offering.
Managing data/features as part of your pipelines and getting version-controlled features == offline feature store
The latter is doable with the current ClearML open source tools, and I intend to show it very soon. But right now you won't have a different pane for DataOps, it'll be within the same GUI that the rest of the tasks appear (you can add tagd for searchability)
Does this help?
I meant this https://clear.ml/mlops/clearml-feature-store/
Thank mate.
I realize it is available on self-deployed version of Server. I was struggling deploy it on my server, with corporate proxy things, before end-up using online server (for now).
I will try to deploy a local server again then using this feature.
cheers
Hi HugePelican43 , glad that you are interested in our Feature Store. The screenshots in that portion of site (we should specify that in a clearer way, probably) reflect our enterprise offering.
If you are looking for open-source solutions to incorporate online feature stores in your deployment - I'm happy to discuss how to do it in a way that works best with the clearml-ecosystem.
If, however, you are looking for "offline" feature management capabilities, this is 100% doable with your own code and clearml 😉 I am currently recording a series of short videos on how to do it, the first one was published yesterday (see below). If you want to chat a bit about how it would work, please let me know.
GrumpyPenguin23 I'm not clear yet 😄
I deployed a self-hosted server and still not able to see it.
is that incoming feature or do I need to do anything to involve "Feature store" feature?
GrumpyPenguin23 thanks for clarifying 😄 I must say the message on pricing page is so confusing. But I got what you meant now 😄
I guess the product offering is not so clear yet (pun intended) the self-deployed option is completely free and open source. The enterprise offering is something entirely different
https://clear.ml/pricing/
The "feature store" you see in the free tier is what I am alluding to
Hi HugePelican43 ,
What exactly do you mean by feature store?
