pypi pycaret 2.3.5
PyCaret 2.3.5

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

Release: PyCaret 2.3.5 | Release Date: November 19th, 2021 (NEW FEATURES, BUG FIXES)

Summary of Changes

  • Fixed an issue where Fix_multicollinearity would fail if the target was a float (#1640)
  • MLFlow runs are now nested - thanks to @jfagn (#1660)
  • Fixed a typo in REG102 tutorial - thanks to @bobo-jamson (#1684)
  • Fixed interpret_model not always respecting save_path (#1707)
  • Fixed certain plots not being logged by MLFlow (#1769)
  • Added dummy models to set a baseline in compare_models - thanks to @reza1615 (#1739)
  • Improved error message if a column specified in ignore_features doesn't exist in the dataset - thanks to @reza1615 (#1793)
  • Added an ability to set a custom probability threshold for binary classification through the probability_threshold argument in various methods (#1858)
  • Separated internal CV from validation CV for stack_models and calibrate_models (#1849, #1858)
  • A RuntimeError will now be raised if an incorrect version of scikit-learn is installed (#1870)
  • Improved readme, documentation and repository structure
  • Unpinned numba (#1735)

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