# Partial dependence plots (PDP/ICE)
URL: https://docs.datarobot.com/en/docs/api/dev-learning/accelerators/model-eval-metrics/pdp-ice.html

> Create one-way and two-way partial dependence plots (PDP), and Individual Conditional Expectations (ICE) insights using DataRobot.

# Partial dependence plots (PDP/ICE)

[Access this AI accelerator on GitHub](https://github.com/datarobot-community/ai-accelerators/blob/main/advanced_ml_and_api_approaches/PDP_ICE/PDP%20and%20ICE%20AV.ipynb)

This accelerator presents an example workflow to create one-way and two-way partial dependence plots (PDP), and Individual Conditional Expectations (ICE) insights using DataRobot.

This accelerator has two parts:

1. Score data against a deployment and join the predictions back with the full dataset.
2. Use the scored dataset to gain insights by generation PDP and ICE plots.

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