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v0.3.0

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@KwstasMCPU KwstasMCPU released this 02 Oct 19:32

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.

  • format argument was added in the completeness_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.