reVeal.normalization

normalize module

Note that to expose methods here for by reVeal.grid.NormalizeGrid.run() and functions dependent on it, the function must be prefixed with calc_.

Functions

calc_minmax(df, attribute, invert)	Normalize values from 0 to 1 by normalizing the range of values.
calc_percentile(df, attribute, invert)	Normalize values from 0 to 1 using percentile ranking.
get_values(df, attribute, invert)	Get values of the specified attribute from the input dataframe, optionally inverting via multiplying by -1.