#!flask/bin/python
from src.recommender import SommelierYeungMFRecommender, SommelierRecommender
y = SommelierYeungMFRecommender()
m = y.generate_lists_ui_matrix()
y.multiple_factorizations(m, [
    {
        "steps": 3500,
        "factors": 15
    },
    {
        "steps": 4000,
        "factors": 15
    },
])
y.multiple_factorizations(m, [
    {
        "steps": 3500,
        "factors": 20
    },
    {
        "steps": 4000,
        "factors": 20
    },
])