Eliminating warnings from scikit-learn [duplicate]

Answer 1

They have changed their warning policy in 2013. You can ignore warnings (also specific types) with something like this:

import warnings
warnings.filterwarnings("ignore", category=DeprecationWarning)

//EDIT: in the comments below, Reed Richards points out that the filterwarnings call needs to be in the file that calls the function that gives the warning. I hope this helps those who experienced problems with this solution.

Answer 2

It annoys me to the extreme that sklearn forces warnings.

I started using this at the top of main.py:

def warn(*args, **kwargs):
    pass
import warnings
warnings.warn = warn

#... import sklearn stuff...