The Model Registry is an organizational hub for the variety of models used in DataRobot. Models are registered as deployment-ready model packages; the registry lists each package available for use. Each package functions the same way, regardless of the origin of its model.
The Model Registry also contains the Custom Model Workshop, where you can create and deploy custom models.
Model packages can be created manually or automatically depending on the type of model. They are available for models created in AutoML that have been prepared for deployment. There are also package options exclusive to DataRobot MLOps:
Contact your DataRobot representative for information on enabling MLOps-exclusive model package options.
There are multiple model package actions available:
- Deploy a model package
- Share a model package
- Permanently archive a model package
You can also generate compliance documentation from a model package.