iml - iml 0.11.1

• Update documentation to conform to CRAN HTML5

Scientific Software - Peer-reviewed - R
Published by pat-s over 3 years ago

iml - iml 0.11.0

• 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)

Scientific Software - Peer-reviewed - R
Published by pat-s about 4 years ago

iml - iml 0.10.1

• Ensure that the data argument in Predictor$new() is always a data.frame (#126)
• Fix CRAN checks

Scientific Software - Peer-reviewed - R
Published by pat-s over 5 years ago

iml - iml 0.10.0

• 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

Scientific Software - Peer-reviewed - R
Published by christophM about 6 years ago

iml -

Scientific Software - Peer-reviewed - R
Published by christophM over 7 years ago

iml - JOSS submission

Scientific Software - Peer-reviewed - R
Published by christophM almost 8 years ago

iml - v0.5.0

Scientific Software - Peer-reviewed - R
Published by christophM about 8 years ago

iml -

Scientific Software - Peer-reviewed - R
Published by christophM about 8 years ago

iml -

Scientific Software - Peer-reviewed - R
Published by christophM about 8 years ago