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DataRobot API resources > AI accelerators > Advanced ML and API approaches > Run LIME with DataRobot models

Run LIME with DataRobot models

Access this AI accelerator on GitHub

This accelerator shows how you can apply Local Interpretable Model-agnostic Explanations (LIME) to models built and deployed with DataRobot. LIME serves as another method in your toolbox to explain model predictions, complementing the built-in DataRobot capabilities of XEMP and SHAP prediction explanations.

The accelerator demonstrates how to:

  • Connect to DataRobot using the API.
  • Build and deploy a model in DataRobot.
  • Execute LIME analysis with the deployed model.
Updated March 13, 2024