ML
Enterprise ML Platform
Production MLOps platform schema covering dataset versioning, feature groups with online/offline serving, experiment tracking with run metrics and artifacts, model registry with promotion stages, endpoint deployments, real-time inference logging, and automated drift detection — modeled after MLflow + Feast production architectures.
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Schema DNA
Compare this schema to public patterns
This benchmark compares the public schema against the matching gallery corpus plus built-in reference templates. It uses only structural metadata like table roles, density, naming shape, and relationship layout.
to the closest public schema
common structural patterns present for ml schemas
inferred from table roles and naming patterns
This schema is ready for comparison as more public references are added.
It already covers the most common table patterns found across the matching reference set.
Live preview
Inspect the schema layout
Open the shared review or fork this starter into the editor when you want to keep modeling.