I am using dalex to plot multiple partial dependence plots in Python. It is a very useful package!

For some numeric features (especially those with outliers), I would like to specify the evaluation grid using option variable_splits in model_profile. However, if I do this, I need to specify a grid for all other features as well. Ideally, the function would use the keys in variable_splits only to overwrite the default. For those features without specified variable_splits key, it would resort to the default.

In the following case: the left-most feature should stop at a maximum of 10. The range for the other feature is fine though: