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CooperBond / gist:fc146702f395c10356c083a8e2bcaab8
Created February 19, 2019 15:28
Matrix factorization examples
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
from sklearn.decomposition import NMF
from sklearn.decomposition import PCA
from sklearn.decomposition import TruncatedSVD as SVD
from sklearn.metrics import mean_absolute_error as mae
from sklearn.metrics import explained_variance_score as evs
from sklearn.metrics import mean_squared_error as mse