Model Registry

A model registry is a service that provides version-control-like behaviour for ML models. There are a number of open source and commercial model registries.

MLFlow

MLFlow is an open source model registry that provides a bunch of features including model version registration and result storage.

SnowPark Registry

SnowPark is a container runtime environment inside Snowflake and it provides Model Registry functionality which is documented here.