Represent ML programs: Kubeflow
Hi,
I'm reaching out to you because your work representing an ML Program in a logical declarative form.
What are your thoughts on using or extending the D3M schema to be a logical representation of an ML Program/Pipeline such that [Kubeflow Pipelines, MetaFlow, Flyte] could use it as an intermediate representation? My goal is to be able to have applied scientists write in MetaFlow (very user friendly) which can then be compiled to Kubeflow Pipelines or TFX.
- Logical Intermediate Pipeline Representation #3703
- https://github.com/Netflix/metaflow/issues/16#issuecomment-631004976
thank you!