categorical encoder

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showing results for - "categorical encoder"
Yannick
12 Jun 2018
1import category_encoders as ce
2
3encoder = ce.BackwardDifferenceEncoder(cols=[...])
4encoder = ce.BaseNEncoder(cols=[...])
5encoder = ce.BinaryEncoder(cols=[...])
6encoder = ce.CatBoostEncoder(cols=[...])
7encoder = ce.CountEncoder(cols=[...])
8encoder = ce.GLMMEncoder(cols=[...])
9encoder = ce.HashingEncoder(cols=[...])
10encoder = ce.HelmertEncoder(cols=[...])
11encoder = ce.JamesSteinEncoder(cols=[...])
12encoder = ce.LeaveOneOutEncoder(cols=[...])
13encoder = ce.MEstimateEncoder(cols=[...])
14encoder = ce.OneHotEncoder(cols=[...])
15encoder = ce.OrdinalEncoder(cols=[...])
16encoder = ce.SumEncoder(cols=[...])
17encoder = ce.PolynomialEncoder(cols=[...])
18encoder = ce.TargetEncoder(cols=[...])
19encoder = ce.WOEEncoder(cols=[...])
20
21encoder.fit(X, y)
22X_cleaned = encoder.transform(X_dirty)
23
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