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v. 0.8.0

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@svkucheryavski svkucheryavski released this 17 Oct 08:48
· 751 commits to master since this release
  • tutorial has been moved from GitBook to Bookdown and fully rewritten
  • GitHub repo for the package has the tutorial as a static html site in docs folder
  • the mdaplot() and mdaplotg() were rewritten completely and now are more easy to use (check tutorial)
  • new color scheme 'jet' with jet colors
  • new plot type ('d') for density scatter plot
  • support for xlas and ylas in plots to rotate axis ticks
  • support for several data attributes to give extra functionality for plots (including manual x-values for line plots)
  • rows and columns can be now hidden/excluded via attributes
  • factor columns of data frames are now converted to dummy variables automatically when model is created/applied
  • scores and loadings plots show % of explained variance in axis labels
  • biplot is now available for PCA models (plotBiplot())
  • scores plot for PCA model can be now also shown with color grouping (cgroup) if no there is no test set
  • cross-validation in PCA and PLS has been improved to make it faster
  • added a posibility to exclude selected rows and columns from calculations
  • added support for images (check tutorial)