Ceteris Paribus package is a part of DALEX family of model explainers. Version 0.3 just gets to CRAN. It’s equipped with new functions for very elastic visual exploration of black box models. Its grammar generalizes Partial Dependency Plots, Individual Conditional Expectations, Wangkardu Plots and gives a lot of flexibility in model comparisons, groups comparisons and so on.
See a 100 sec introduction to the ceterisPackage package on YouTube.
Here you will find a one-pager cheat-sheet with selected use cases.
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