Changes in version 0.5 (2021-09-14)                   

  - predict_surrogate function is added to provide easier interface of
    accessing lime/iml/localModel implementations of the LIME method.
    (this function wes moved to DALEXtra)

                        Changes in version 0.4.1                        

  - Fixes the bug in handling the case where all extracted variables are
    constant
  - Changed default theme for plots, more consistent with other DrWhy
    packages

                        Changes in version 0.4.0                        

  - Add plot_interpretable_feature function to plot discretizations.
  - Fixes bugs related to feature extraction.
  - Changes the method of sampling new observations (features to permute
    are chosen from Beroulli distribution).

                 Changes in version 0.3.11 (2019-04-14)                 

  - Changes dependencies: DALEX2 to DALEX, ceterisParibus2 to
    ingredients.

                       Changes in version 0.3.10                        

  - Vignettes updated. In particular, seed is now set before using
    randomForest.
  - Plot function now shows a message and returns and empty plot if all
    effects are equal to 0.
  - dev.ratio from glmnet is now returned as one of the columns of
    surrogate_model_explainer.

                        Changes in version 0.3.9                        

  - Explanation models is now fitted to raw predictions, not difference
    between predictions and model mean.

                        Changes in version 0.3.8                        

  - Fixed bug related to one-colum model matrix in glmnet.

                        Changes in version 0.3.7                        

  - Bug fixed in example.

                        Changes in version 0.3.6                        

  - Improved examples.

                        Changes in version 0.3.5                        

  - Fixed issues with examples.
  - Improved documentation.

                        Changes in version 0.3.4                        

  - Fixed a bug related to interpretable numerical inputs (missing
    as.numeric)
  - Added tests for 100% coverage.

                        Changes in version 0.3.3                        

  - Set.seed before fitting cv.glmnet.
  - New vignette describing methodology.

                        Changes in version 0.3.2                        

  - Weighting option added.
  - Improved documentation.

                        Changes in version 0.3.1                        

  - Improvements to plots

                        Changes in version 0.3.0                        

  - Multi-model plot option added.
  - stringr dependency removed.

                        Changes in version 0.2.9                        

  - Same interpretable features are used for every response level.
  - rpart dependency replaced with partykit.

                        Changes in version 0.2.8                        

  - Print method added.

                        Changes in version 0.2.7                        

  - Updates link in README.

                        Changes in version 0.2.6                        

  - Adds help for the package.

                        Changes in version 0.2.5                        

  - Fixes bug related to number of levels when sampling new observation.

                        Changes in version 0.2.4                        

  - Sets seed in tests.

                        Changes in version 0.2.3                        

  - Minor updates to documentation (including paper/paper.md) and unit
    tests.

                        Changes in version 0.2.2                        

  - Fixed bugs related to column names in case when response in is
    new_observation.
  - Unit tests added.

                        Changes in version 0.2.1                        

  - Vignettes added.

                        Changes in version 0.2.0                        

  - Major changes: interpretable features are created using decision
    trees-based discretization.
  - Now-unnecessary dependencies dropped.
  - Plots are now drawn around intercept.

                        Changes in version 0.1.2                        

  - Fixes bug in observation enconding.
  - Improves and simplifies encoding.
  - Improves plot.

                        Changes in version 0.1.1                        

  - Improved plot labels.

                         Changes in version 0.1                         

  - Added possibility of coding variables as (baseline / lower or
    higher) or ( baseline / lower / higher).
  - Added option to skip loess smoothing.
  - Removed option of setting family argument in glmnet.

                     Changes in version 0.0.0.9000                      

  - Added a NEWS.md file to track changes to the package.