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NEWS.md

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lime 0.3.1

  • Added a NEWS.md file to track changes to the package.
  • Fixed bug when explaining regression models, due to drop=TRUE defaults (#33)
  • Integer features are no longer converted to numeric during permutations (#32)
  • Fix bug when working with xgboost and tabular predictions (@martinju #1)
  • Training data can now contain NA values (#8)
  • Keep ordering when plotting with plot_features() (#38)
  • Fix support for mlr by extracting predictions correctly
  • Added support for h2o (@mdancho84) (#40)
  • Throws meaningful error when all permutations have 0 similarity to original observation (#47)
  • Explaining data can now contain NA values (#45)
  • Support for Date and POSIXt columns. They will be kept constant during permutations so that lime will explain the model behaviour at the given timepoint based on the remaining features (#39).
  • Add plot_explanations() for an overview plot of a large explanation set