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squaredev-io / whitebox

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
https://squaredev.io/whitebox/
MIT License
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Make nonprocessed Optional for the Inferences #134

Open stavrostheocharis opened 1 year ago

stavrostheocharis commented 1 year ago

Description

For the user it should be optional to upload the nonprocessed data for some reasons: a) we do not actually need them for now. Only for enhancement in the future for some reasons and b) maybe she does not want to give the real categorical vars but only the processed/renamed ones.

Solution

Just change the schema and also check the necessity use of the nonprocessed data inside the functions.

Additional context

John Zaras, 3 months ago 1 author (John Zaras)

sinnec commented 1 year ago

Should the nonprocessed data be also optional in dataset_rows?

sinnec commented 1 year ago

@momegas I've started working on it!

momegas commented 1 year ago

Yes they should be