import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
%config InlineBackend.figure_format = 'retina'
%load_ext autoreload
%autoreload 2

from sklearn.compose import make_column_transformer
from sklearn.linear_model import LogisticRegression
from sklearn.model_selection import train_test_split
from sklearn.pipeline import make_pipeline