I could not find any documentation on this method apart from the code itself and this below example. https://github.com/automl/auto-sklearn/blob/master/example/example_parallel.py Previously it was listed here https://github.com/automl/auto-sklearn/commit/7e879cebb545f603521a966dad626587b3dcb50b