postpro_pipeline

postpro_pipeline(data, pipeline, report=None)

Function to call multiple postprocessing steps.

Parameters:

• data (array) – pearson correlation values in temporal matrix form (node,node,time)
• pipeline (list or str) –

  (if string, each steps seperated by + sign).

  options:’fisher’,’boxcox’,’standardize’

  Each of the above 3 can be specified. If fisher is used, it must be before boxcox. If standardize is used it must be after boxcox and fisher.

• report (bool) – If true, appended to report.

Returns:

• postpro_data (array) – postprocessed data
• postprocessing_info (dict) – Information about postprocessing