Hi, just a quick feedback about available scores:
following the documentation of cross_validate scoring parameter, I tried to add d2_pinball_score
but it raised an error with a hint
ValueError: 'd2_pinball_score' is not a valid scoring value. Use sorted(sklearn.metrics.SCORERS.keys()) to get valid options.