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joseph-allen/Polynomial_preprocessing.py

Created April 17, 2019 12:26
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generates polynomial features out of any
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Polynomial_preprocessing.py
from sklearn.preprocessing import PolynomialFeatures
p = PolynomialFeatures(degree=2).fit(df[['feature1','feature2]])
features = pd.DataFrame(p.transform(df[['feature1','feature2]]), columns=p.get_feature_names(df[['feature1','feature2]].columns))
features.head()
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