spac.data_utils.subtract_min_quantile(features, min_quantile=0.01)[source]

Subtract the features defined by the minimum quantile from all columns.

Parameters:
  • features (pandas.DataFrame) – The dataframe of features.

  • min_quantile (float) – The minimum quantile to be consider zero.

Returns:

dataframe with rescaled features.

Return type:

pandas.DataFrame