DataRobot offers portable prediction methods, allowing you to execute prediction jobs outside of the DataRobot application. The portable prediction methods are detailed below:
|You can export Scoring Code from DataRobot in Java or Python to make predictions. Scoring Code is portable and executable in any computing environment. This method is useful for low-latency applications that cannot fully support REST API performance or lack network access.
|Portable Prediction Server
|A remote DataRobot execution environment for DataRobot model packages (
MLPKG files) distributed as a self-contained Docker image.
|DataRobot Prime (Disabled)
|The ability to create new DataRobot Prime models has been removed from the application. This does not affect existing Prime models or deployments.