Common patterns for using drx to execute useful tasks in DataRobot.

Spark Ingest

Ingest arbitrarily large Spark dataframes, downsampling if necessary. PROTOTYPE

Prediction Explanation Clustering

Discover new insights by grouping predictions together based on their explanations

Backtesting (OTV)

Configure time-aware model validation and backtesting for Autopilot

Clustering and Segmented Modeling

Use time series clustering to setup a segmented modeling project

Integration with MLflow

Use MLflow for experiment tracking and model serving PROTOTYPE