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lime 0.5.0

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@thomasp85 thomasp85 released this 24 Jun 11:11
v0.5.0
e86cb10
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thomasp85 Thomas Lin Pedersen
GPG key ID: E85D3C27C0D92AD3
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Learn about vigilant mode.
  • explain() will now pass ... on to the relevant predict() method (#150)
  • explain.data.frame() gains a gower_pow argument to modify the calculated
    gower distance before use by raising it to the power of the given value (#158)
  • Fixed a bug when calculating R^2 on single feature explanations (@pkopper, #157)
  • Fixed formatting of text prediction html presentation (#145)
  • Fixed a bug when setting feature select method to "none" (#141)
  • Changes default colouring from green-red to blue-red (#137)
  • lime() now warns when quantile binning is not feasible and uses standard
    binning instead (#154)
  • Changed the lambda value in the local model fit to match the one used in the
    Python version according to the relationship given here:
    https://stats.stackexchange.com/a/270705
  • Added pkgdown site at https://lime.data-imaginist.com
  • Fixed a bug when using a proprocessor with data.frame explanations
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