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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.Please note, that what_if() and local_fit()
functions are remainders from version 0.2 and they will be deprecated in
version 0.4. They will not be avaliable in version 1.0. From version 0.3
the recommended way to create explainers is through the function
ceteris_paribus().
Please note, that plot_interactive() function will be
deprecated in version 0.4. It will not be avaliable in version 1.0.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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