iBreakDown 0.9.9

• Description of break_down explainer added
• Description of break_down_uncertainty explainer added
• plotD3 for shap added
• chose first row when passing more than one new_observation

iBreakDown 0.9.8

• New version of D3 plots in plotD3().
• Updated color palettes consistent with changes in DALEX 0.4.4

iBreakDown 0.9.6

• Function local_attributions_uncertainty() now supports path = "average" argument and plots shapley values (#29).
• Function local_attributions_uncertainty() is renamed to break_down_uncertainty().
• Function shap() is an alias for break_down_uncertainty().
• binder is removed as it was not used.

iBreakDown 0.9.5

• methodology behind iBreakDown is described on arXiv and linked in the CITATION

iBreakDown 0.9.4

• code refactoring
• added local_attributions_uncertainty() function that measures uncertanity behind additive attributions

iBreakDown 0.9.3

• breakDown2 has changed name to iBreakDown

iBreakDown 0.9.2

• in the local_attributions() function user can force order in which variables shall be presented

iBreakDown 0.9.1

• added plotD3() function, that uses r2d3 package to generate interactive D3 plots

iBreakDown 0.9.0

• Greedy strategies with time complexity O(p^2) are removed.
• iBreakDown is forked from breakDown version 0.2.0