modelStudio (development)

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modelStudio 1.2.0

• 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

• 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

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

modelStudio 1.0.1

• fix devel-fedora tests for cran

modelStudio 1.0.0

• 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

• 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

• 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

• 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

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

modelStudio 0.1.8

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

modelStudio 0.1.7

• fix tests for CRAN

modelStudio 0.1.6

Many minor changes stated in #20, most notably: * rename x parameter to object in modelStudio() * rename getOptions() to modelStudioOptions() * add viewer parameter to modelStudio() * add suppressWarnings(ingredients::describe) * upgrade documentation, examples and vignette

modelStudio 0.1.5

• 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

• 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

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

modelStudio 0.1.2

• 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

• 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

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