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Support other stateful ML artifacts like transformers #179

@gbolmier

Description

@gbolmier

/kind feature

What happened:

ML models often require stateful transformers to process data for them (e.g. standard scaler). Unfortunately, this kind of artifact isn't supported as of now.

Also some ML frameworks aren't supported, yet? Especially frameworks that don't use specific serialization formats, but rely on e.g. the pickle protocol.

I'm not familiar with OCI stuff or the internals of registries, what's the process and the effort to add support for new frameworks or new serialization formats?

What you expected to happen:

Extended support to broader kinds of ML artifacts.

How to reproduce it (as minimally and precisely as possible):

Anything else we need to know?:

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