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iml 0.10.0
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@christophM christophM released this 26 Mar 12:15
v0.10.0
63c627b
  • Changes to FeatureEffect$results data.frame:
    • All numeric values are stored in .value (no more .y.hat and .ale)
    • Additional column .type denoting the Feature Effect type
    • renamed column .feature to .borders. This column stores the grid borders which were used for computing the FE with respect to the used method
    • For ALE type the column containing the feature name was moved to the front (as it is for the other types)
  • Adds support for h2o
  • Adds support for keras
  • Adds support for mlr3
  • Fixes problem with FeatureImp that caused unused features to get non-zero importances
  • FeatureEffects$plot() based on patchwork now
  • Use new roxygen R6 documentation
  • Use futures for parallel code execution
  • Test on GitHub Actions instead of Travis
  • Add a pkgdown site
  • Use "callr" backend in "parallel" vignette
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