Changelog • iBreakDown

ensure the path (variable sequence) within each B is unique (not oversampled) #98

fixed factor variabe values formatting when new_observation is of class tbl #96

add reload argument to plotD3, which by default is FALSE (behavior unchanged); TRUE reloads the plot on resize #89
fixes explanations when data has one column #93

fix issue with text coliding with rectangle #85

fix the intercept bar color when baseline is used (now it’s blue)
add max_vars alias to the plots (unification)

fix shap sign column #82
DALEX is moved to Suggests as in #84

doc fix for CRAN

plot and plotD3 work now #77
fix xgboost variable values in break_down_uncertainty() #76
depend on R v3.5 to comply with DALEX
plot has now title and subtitle arguments #67

Argument vnames added to plot.break_down to change freely labels
change cummulative to cumulative #72
add max_features to plot.break_down_uncertainty()

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

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

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.

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

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

breakDown2 has changed name to iBreakDown

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

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

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