what_if() and
local_fit() functions are remainders from version 0.2 and
they will be deprecated in version 0.4 and removed in 0.6.ceteris_paribus().Please note, that plot_interactive() function will be
deprecated in version 0.4. It will not be avaliable in version 1.0.
ceteris_paribus function one can specify how
grid points shall be calculated, see
variable_splits_typewhat_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.