pycaret 2.2.3

PyCaret 2.2.3

on Python PyPI

Release: PyCaret 2.2.3 | Release Date: December 22, 2020 (SEVERAL BUGS FIX | CRITICAL COMPATIBILITY FIX)

• Fixed exceptions with the predict_model function when data columns had non-string characters.
• Fixed a rare exception with the remove_multicollinearity parameter in the setup function`.
• Improved performance and robustness of conversion of date features to categoricals.
• Fixed an exception with the models function when the type parameter was passed.
• The data frame displayed after setup can now be accessed with the pull function.
• Fixed an exception with save_config
• Fixed a rare case where the target column would be treated as an ID column and thus dropped
• SHAP plots can now be saved (pass save parameter as True).
• | CRITICAL | Compatibility broke for catboost, pyod (other impacts unknown as of now) with sklearn=0.24 (released on Dec 22, 2020). A temporary fix is requiring 0.23.2 specifically in the requirements.txt.