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iml 0.11.0

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@pat-s pat-s released this 30 May 19:43
· 30 commits to main since this release
339e050
  • Fix possible future issue with data.table::melt() (#182)
  • Account for R 4.2.0 changes (#189, @pat-s)
  • Add {bit64} to suggests because of {data.table} (#190)
  • Test optimizations (#190)
  • Enhance documentation for LocalModel (#187, @mirka-henninger)
  • Move {keras} from imports to suggests (@pat-s)
  • Run tests in parallel (@pat-s)
  • Fix off-by-one error in euclidean distance computation (#163, @mirka-henninger)
  • Fix FeatureEffect handling of empty levels (#160, @grantirv)
  • Allow computation of importance for groups of features (FeatureImp) (#158)
  • FeatureEffect can now be computed with user provided grid points. Works for ice, ale and pdp.
  • FeatureImp gets new argument features which allows to calculate feature importance for a subset of features. If a list of characters is provided, the joint feature importance per group is calculated (#156, @grantirv)