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A little bit of refactoring of the search_grid module to add the GridSearchCV with a similar shape to https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html#
@montanalow please let me know if this sounds good to you. I would love to have this merged before addressing #169