modelStudio 1.2.0 Unreleased

  • remove redundant documentation resources so that the package weights less
  • add a second dropdown list for variable change
  • fix check class warning
  • add stringsAsFactors=TRUE where data.frame is used

modelStudio 1.1.0 2020-05-08

  • rename modelStudioOptions() to ms_options()
  • add new ms_update_options() function that updates the options of a modelStudio object
  • add new ms_update_observations() function that updates the observations of a modelStudio object
  • lower B default value from 15 to 10 and N default value from 400 to 300
  • feature_importance is now calculated on 10*N sampled rows from the data
  • use ranger instead of randomForest everywhere
  • remove unnecessary imports, update the documentation
  • added auto_unbox = TRUE to jsonlite::toJSON and changed the .js code to comply
  • add new class "modelStudio" to the modelStudio() output

modelStudio 1.0.2 2020-04-13

  • fix FD plot on matrix-like data
  • center modelStudio position in HTML
  • modelStudio now renders properly from .Rmd to .html

modelStudio 1.0.1 2020-03-13

  • fix devel-fedora tests for cran

modelStudio 1.0.0 2020-03-12

  • stable release after fixing minor issues
  • comply with R v4.0 changes
  • add support for matrix-like data with xgboost working example
  • boxplot whiskers end in max(min, q1 - 1.5*iqr) and min(max, q3 + 1.5*iqr)
  • upgrade show_info with progress package

modelStudio 0.3.0 2020-02-20

  • 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()

modelStudio 0.2.1 2020-01-21

  • fix TV plot (X had columns sorted while y was the same)
  • add ms_title argument to modelStudioOptions() (#46)
  • modelStudio footer is generated faster

modelStudio 0.2.0 2020-01-13

  • 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

modelStudio 0.1.9 2019-11-03

  • this version requires DALEX v0.4.9 and ingredients v0.4.0

modelStudio 0.1.8 Unreleased

  • lower B default value from 25 to 15, N default value from 500 to 400

modelStudio 0.1.7 2019-09-05

  • fix tests for CRAN

modelStudio 0.1.6 2019-09-03

Many minor changes stated in #20, most notably:

modelStudio 0.1.5 Unreleased

  • add description to all plots besides AD and FD
  • add footer to modelStudio
  • change only_numerical to variable_type in ingredients functions

modelStudio 0.1.4 Unreleased

  • add support for parallel computation with parallelMap
  • more modelStudio customization with options parameter
  • add getOptions() function
  • remove plot subtitles by default

modelStudio 0.1.3 Unreleased

  • remove file paths of dependencies from html file
  • add animations to line plots
  • change .js dependencies to min.js

modelStudio 0.1.2 Unreleased

  • major .js code refactoring
  • add proper exit plot buttons
  • import Fira Sans font
  • modelStudio does not reload on resize
  • rewrite d3-tip code, fix placement, add pointer

modelStudio 0.1.1 Unreleased

  • add demo, cheatsheet, animated instructions, more tests and examples
  • description won’t show if there are less than 4 features in the model

modelStudio 0.1.0 Unreleased

  • first stable version of the modelStudio package
  • modelStudio() function implemented