what_if_2d()
function plots 2D ceteris paribus plots. This function returns an object of the class what_if_2d
. One can use generic print()
or 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.