NEWS

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ceterisParibus 0.6 (2024-11-21)

• Major refactoring of the code: 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.
• 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.

ceterisParibus 0.4.3

• Now in the ceteris_paribus function one can specify how grid points shall be calculated, see variable_splits_type

ceterisParibus 0.4.2 (2020-03-28)

• Updated test to reflect changes in the new R 4.0

ceterisParibus 0.3.1 (2019-01-29)

• The 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.
• New function calculate_oscillations() that calculates variable importance measures for a single observation.

ceterisParibus 0.3

• The 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.
• The ceteris_paribus() function from ver 0.2 is now avaliable as what_if(). Here is where the development of older version will take place.