pypi pycaret 2.3.1
PyCaret 2.3.1

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

Release: PyCaret 2.3.1 | Release Date: April 28, 2021 (SEVERAL BUGS FIXED)

Summary of Changes

  • Fixed an exception with missing variables (display_container etc.) during load_config()
  • Fixed exceptions when using Ridge and RF estimators with cuML (GPU mode)
  • Fixed PyCaret's cuML wrappers not being pickleable
  • Added an extra check to get_all_object_vars_and_properties internal method, fixing exceptions with certain estimators
  • save_model() now supports kwargs, which will be passed to joblib.dump()
  • Fixed an issue with load_model() from AWS (duplicate .pkl extension) - thanks to markgrujic (#1128)
  • Fixed a typo in documentation - thanks to koorukuroo (#1149)
  • Optimized Fix_multicollinearity transformer, drastically reducing the size of the saved pipeline
  • interpret_model() now supports data passed as an argument - thanks to jbechtel (#1184)
  • Removed infer_signature from MLflow logging when log_experiment=True.
  • Fixed a rare issue where binary_multiclass_score_func was not pickleable
  • Fixed edge case exceptions in feature selection
  • Fixed an exception with finalize_model when using GroupKFold CV
  • Pinned mlxtend>=0.17.0, imbalanced-learn==0.7.0, and gensim<4.0.0

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