fairlens.metrics.unified#

Collection of helper methods which can be used as to interface metrics.

Functions

`auto_distance`	Return a suitable statistical distance metric based on the distribution of the data.
`correlation_matrix`	This function creates a correlation matrix out of a dataframe, using a correlation metric for each possible type of pair of series (i.e.
`stat_distance`	Computes the statistical distance between two probability distributions ie.

fairlens.metrics.sensitive_group_analysis

fairlens.metrics.auto_distance