n_bins Argument Not Used in _psi Function

[santiagomaass]

The n_bins argument is defined in the _psi stat test function signature but is not utilized in the function's logic. This issue creates confusion for developers expecting the n_bins parameter to influence the calculation of PSI (Population Stability Index).

The get_binned_data function is called within _psi, and while it presumably requires the number of bins for binning the data, the n_bins argument is not used by it (check here)

Suggested change in get_binned_data :

• Pass the n argument directly to np.histogram_bin_edges as the number of bins:
  So line 30 changes to:

bins = np.histogram_bin_edges(pd.concat([reference_data, current_data], axis=0).values, bins=n)