pypi pycaret 2.3.2
PyCaret 2.3.2

latest releases: 3.0.0, 3.0.0rc9, 3.0.0rc8...
2 years ago

Release: PyCaret 2.3.2 | Release Date: July 7th, 2021 (NEW FEATURES, BUG FIXES)

Summary of Changes

  • Implemented PDP, MSA and PFI plots in interpret_model - thanks to @IncubatorShokuhou (#1415)
  • Implemented Kolmogorov-Smirnov (KS) plot in plot_model under pycaret.classification module
  • Fixed a typo "RVF" to "RBF" - thanks to @baturayo (#1220)
  • Readme & license updates and improvements
  • Fixed remove_multicollinearity considering categorical features
  • Fixed keyword issues with PyCaret's cuML wrappers
  • Improved performance of iterative imputation
  • Fixed gain and lift plots taking wrong arguments, creating misleading plots
  • interpret_model on LightGBM will now show a beeswarm plot
  • Multiple improvements to exception handling and documentation in pycaret.persistence (#1324)
  • remove_perfect_collinearity option will now be show in the setup() summary - thanks to @mjkanji (#1342)
  • Fixed IterativeImputer setting wrong float precision
  • Fixed custom grids in tune_model raising an exception when composed of lists
  • Improved documentation in pycaret.clustering - thanks to @susmitpy (#1372)
  • Added support for LightGBM CUDA version - thanks to @IncubatorShokuhou (#1396)
  • Exposed address in get_data for alternative data sources - thanks to @IncubatorShokuhou (#1416)

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