Include self.__set_params in the recommend BaseRecommender method

[marcelcaraciolo]

It is necessary to set the params in the recommend BaseRecommender method by calling self.__set_params(**params) from BaseEstimator.

How to put this in the BaseRecommender without calling super in the Child Class?

[marcelcaraciolo]

I am thinking in adding a docs to the developer in the BaseRecommender suggesting the developer to store the params using the self setter methods.

[marcelcaraciolo]

There is no solution for this since the set_params is for updating the existing attributes and not to add new ones.
Check scikit-learn for more details (BaseEstimator)
https://github.com/scikit-learn/scikit-learn/blob/master/scikits/learn/base.py