v0.3.0
Added
-
missing_corr_matrix()method has been added. It calculates the conditional
probability of a column's value being NULL if another column's value is NULL. -
formatargument was added in thecompleteness_summary()method. If True
the output is formated with pandas Styler.
Changed
-
The outlier detector functions have been renamed to indicate that they
are intended for internal use. A single leading underscore in front of the functions
name has been added:- outlier_detector_std-> _outlier_detector_std
- outlier_detector_iqr -> _outlier_detector_iqr
- outlier_detector_percentiles -> _outlier_detector_percentiles
Fixed
- Fixed bug in outlier_summary() where categorical columns were also present
in the dataset.