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CRAN release 0.10.0

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@mayer79 mayer79 released this 22 Jun 15:09
· 16 commits to main since this release
a5b5298

Major improvements

  • sv_dependence(): The new arguments ylim and share_y = FALSE allow to control the y-axis limits.
    They help to assess the importance in multiple dependence plots (#172).
    Later, we might change the default to share_y = TRUE (as in Python's SHAP dependence plots) (#171).
  • sv_interaction() has received a new visualization: kind = "bar" now shows mean absolute SHAP interactions/main effects as a barplot.
    Its appearance can be modified by the arguments fill and bar_width (#169).
  • We are now (cautiously) collecting axes, axis titles, and color guides via {patchwork} (#171).
    Currently fails for sv_force().

Minor user-visible changes

  • The color bars in sv_dependence2D() are less wide (#169).
  • Jittering now uses a seed (#174).

Minor API changes

  • In sv_dependence(), passing the same variable for v and color_var does not suppress the color axis anymore,
    except when interactions = TRUE (#171).
  • sv_dependence() and sv_dependence2D() has received a seed = 1 argument used for jittering.
    This does not modify the global seed (#174).

Maintenance

  • Update code coverage version (#168).
  • More unit tests (#173).
  • Bump minimal version of {ggplot2} (#174).