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[Monitoring] Add ability to monitor Data Drift #301

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aslotte opened this issue Aug 17, 2020 · 0 comments
Open

[Monitoring] Add ability to monitor Data Drift #301

aslotte opened this issue Aug 17, 2020 · 0 comments

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@aslotte
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aslotte commented Aug 17, 2020

Is your feature request related to a problem? Please describe.
Note, requires that the deploy a model to a container issues is completed first.

Describe the solution you'd like
If a model is deployed to a container, we should be able to update the container image to track e.g. incoming data distributions etc. which we then can compare to the logged data distributions of the data in such a way that we can e.g. measure data drift and other.

@aslotte aslotte added this to the Future Release milestone Sep 30, 2020
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