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Release 1.6.0

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@paxcema paxcema released this 01 Nov 23:26
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Lightwood 1.6.0 changelog:

Many thanks to our community contributors for this release!
@MichaelLantz @mrandri19 @ongspxm @vaithak

Features:

  • SHAP analysis block (#679, @mrandri19)
  • Disable GlobalFeatureImportance when we have too many columns (#681, @ongspxm; #698)
  • Added cleaner support for file path data types (image, audio, video) (#675)
  • Add partial_fit() to sktime mixer (#689)
  • Add ModeEnsemble (#692, @mrandri19)
  • Add weighted MeanEnsembler (#680, @vaithak)

Bug fixes:

  • Normalized column importance range (#690)
  • Fix ensemble supports_proba in calibrate.py (#694, @mrandri19)
  • Remove self-referential import (#696)
  • Make a integration test for time_aim (#685, @MichaelLantz)
  • Fix for various datasets (#700)

Other

  • Improve logging for analysis blocks (#677; @MichaelLantz)
  • Custom block example: LabelEncoder (#663)
  • Implement ShapleyValues analysis (#679)
  • Move array/TS normalizers to generic helpers (#702)