NMF factorization implementation in python . Overflow encountered in matmul and nan issue

Question

import numpy as np
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import TfidfVectorizer
import matplotlib.pyplot as plt

%matplotl