Changes in version 1.5.10 (2019-02-28)                 

  - Updated CITATION.
  - Removed unnecessary dependency.

                 Changes in version 1.5.9 (2018-11-12)                  

  - Dropped old interface.
  - Improved distance calculations.
  - ... argument added to plot.

                 Changes in version 1.5.8 (2018-09-24)                  

  - Allow setting seed before sampling in sample_locally2 to make
    results reproducible.
  - Add new explainer: local_permutation_importance function.
  - Fixed problems with mlr dependency.
  - Add shortcut function for DALEX explainers: local_approximation.

                 Changes in version 1.5.7 (2018-06-03)                  

  - New method of sampling ("normal").

                        Changes in version 1.5.6                        

  - Waterfall plots can be viewed in a Shiny app.

                        Changes in version 1.5.5                        

  - Fixed bug related to standardizing columns in fit_explanation.

                 Changes in version 1.5.4 (2018-05-13)                  

  - Old interface dropped.

                 Changes in version 1.5.3 (2018-05-05)                  

  - Minor fix to euclidean_kernel function.
  - Default kernel in fit_explanation is now gaussian_kernel.
  - Order of arguments changed in add_predictions and data arguments
    defaults to NULL.
  - Variables are standardized after predictions are added, before
    explanation model is fitted in fit_explanation function.

                        Changes in version 1.5.2                        

  - Print functions for results of sample_locally, add_predictions and
    fit_explanation.

                        Changes in version 1.5.1                        

  - New, LIME-like method of sampling as an option in sample_locally.

                        Changes in version 1.5.0                        

  - Observations in simulated dataset can now be weighted according to
    their distance from the explained instance. The distance is defined
    by kernel argument to fit_explanation function.
  - Some variables can be excluded from sampling. This is controled via
    fixed_variables argument to sample_locally function.
  - Documentation was improved.
  - Object returned by sample_locally, add_predictions and
    fit_explanation functions now carry more information (mainly
    explained instance) so some function calls were simplified
    (plot_explanation).

                 Changes in version 1.4.2 (2018-04-03)                  

  - Fixed bug in variable selection.

                        Changes in version 1.4.1                        

  - Variable selection is now better suited to work with
    factor/character variables.

                        Changes in version 1.4.0                        

  - Variable selection is now based on LASSO as implemented in glmnet
    package.
  - Updated documentation and vignette.

                        Changes in version 1.3.3                        

  - add_predictions also returns black box model object (model element).

                        Changes in version 1.3.2                        

  - Hyperparameters can be also passed to add_predictions function.

                        Changes in version 1.3.1                        

  - fit_explanation is now more flexible, can take a list of
    hyperparameters for a chosen model.

                        Changes in version 1.3.0                        

  - For classification problems waterfall plots can be drawn on
    probability or logit scale.

                        Changes in version 1.2.0                        

  - Now using forestmodel package for better factor handling.

                        Changes in version 1.1.2                        

  - Date variables will now be hold constant while performing local
    exploration.
  - Improved performance.

                        Changes in version 1.1.1                        

  - add_predictions improved to handle more learners (for example
    ranger).

                        Changes in version 1.1.0                        

  - Added a NEWS.md file to track changes to the package.
  - sample\_locally uses data.table for faster local exploration.

                        Changes in version 1.0.0                        

  - Cheatsheet added.
  - First package release.