ModelStudio Versions Save

• modelStudio() now only works on explainer class object made with DALEX::explain()
• this version requires iBreakDown v1.0.0 and ingredients v1.0.0
• change cummulative to cumulative in code (#49)
• change dependency to dependence in code (#52)
• update package title and description
• change LICENSE to GPL-3 (#55)
• add boxplots to SV plot (#50)
• add eda argument to modelStudio()
• add show_boxplot argument to modelStudioOptions()

• new plot: Target vs Feature [EDA] (#38)
• new plot: Average Target vs Feature [EDA] (#41)
• add boxplots to FI plot ingredients/72
• add new_observation_y argument to modelStudio (#39)
• pass ... to prepare_* functions (e.g. allows to round numbers)
• add margin_ytitle argument to modelStudioOptions
• by default: observations to calculate local explanations are taken at random from the data (#25)
• by default: first plot is selected as BD and second is clicked (#37)
• nicer histogram when few unique values
• all categorical plots now have the same bar order ingredients/82
• try_catch blocks added - errors in ingredients or iBreakDown functions are now treated as warnings and do not stop the modelStudio computation (#35)
• show_info adds messages saying what is currently calculated (#40)
• add spellcheck to tests (#36)
• Travis-CI now checks OSX

• change Shapley Values to SHAP Values
• Lower B default value from 25 to 15, N default value from 500 to 400
• This version requires DALEX 0.4.9 and ingredients 0.4.0

Initial version of the modelStudio package with following functions:

• modelStudio()
• modelStudioOptions()