Multivariate TS as Univariate with Features? #3079
Unanswered
NudnikShpilkis
asked this question in
Q&A
Replies: 0 comments
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Uh oh!
There was an error while loading. Please reload this page.
I have 1M+ multivariate items that I need to forecast. Each item has 3 features. The data looks like this:
I'd like to try modeling the features in a univariate layout because while I don't think there are dependencies between the features within an item, there are general learning we can make about features A, B and C.
How can I load and forecast my data in this layout in gluonts?
Item IDis required to be a string and not multiple columns, so I'd be forced to doitem_featurewhich obscures the point of including feature in the first place.All reactions