I am trying to save a model from one of the new sklearn compatible automl classes and am having difficulty doing so. I'd like to save the resulting trained model and then load it to make predictions in a production environment.
For example, here is my mlt object, an sklearn Pipeline:
Try pickle dump of everything:
Results in: TypeError: can't pickle dict_keys objects
Try h2o save of just the estimator: