what_if_2d()function plots 2D ceteris paribus plots. This function returns an object of the class
what_if_2d. One can use generic
plot()to show these profiles. Note that profiles for all pairs of variables are generated, thus it may be a time consuming operation if number of variables is high.
calculate_oscillations()that calculates variable importance measures for a single observation.
ceteris_paribus()function now covers a very flexible grammar for visual exploration of black box models. See https://pbiecek.github.io/DALEX_docs/5-ceterisParibus.html#ceterisParibus for more details.
ceteris_paribus()function from ver 0.2 is now avaliable as
what_if(). Here is where the development of older version will take place.