mlresearch.utils.check_pipelines_wrapper¶
- mlresearch.utils.check_pipelines_wrapper(*objects_list, wrapper, random_state, n_runs, estimator_param='classifier', wrapped_only=True)[source]¶
Extract estimators within a wrapper object and parameter grids to be passed to ModelSearchCV. This enables searching over any sequence of parameter settings and objects.
- Returns:
- wrapped_estimatorsList of Pipelines with all combinations among the passed lists
of objects.
- wrapped_param_gridsList of dictionaries with estimator and parameter names
(
str) as keys and lists of parameter settings to try as values.