Created
April 29, 2020 11:00
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libraries for wine rating predictor part one
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# data manipulation libraries | |
import pandas as pd | |
import numpy as np | |
pd.set_option('display.max_columns', 60) | |
# data visualization libraries | |
import matplotlib.pyplot as plt | |
import seaborn as sns | |
from IPython.core.pylabtools import figsize | |
%matplotlib inline | |
# to display visuals in the notebook | |
%config InlineBackend.figure_format='retina' | |
#to enable high resolution plots | |
# feature extraction and preprocessing | |
import re | |
import datetime | |
# feature transformation and preprocessing | |
from category_encoders.ordinal import OrdinalEncoder | |
from sklearn.model_selection import train_test_split | |
from sklearn.impute import SimpleImputer |
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