With updated interface, corrected documentation and some minor changes.

• new explainer (local permutation importance)

• DALEX integration

• New method of sampling
• Complete unit tests
• plot_explanation and plot_explanation2 function changed to generic plot function

Changes:

• simplified interface (less arguments, more defaults and more)
• weighting observation by distance (kernels)
• print methods
• new method of sampling (as in original LIME)
• citation
• minor improvements

The version that was accepted to CRAN.

Major issues with variable selection was fixed compared to previous release.

Version submitted to CRAN.

Forest plots now use forest_model package and waterfall plots are more flexible in classification problems.