1.One Hot Encoding
2.Count Or Frequency Encoding
3.Ordinal encoding,Monotonic ordinal encoding,Target Guided Ordinal Encoding,Target Guided Mean Encoding
4.Target encoding / Mean encoding
5.Probability Ratio Encoding
6.label encoding or .cat.codes
7.probability ratio encoding
8.woe(Weight_of_evidence)
9.one hot encoding with multi category (keep most frequently repeated only) (One hot encoding of top categories)
10.feature hashing
11.sparse csr matrix
12.entity embeddings
13.binary encoding
14.Rare label encoding
15.Leave-one-out(Loo) encoding
16.hash encoding
17.dummy encoding
18.Helmert Encoding,Backward Difference Encoding,James-Stein Encoding,M-estimator Encoding,Thermometer Encoder,Bayesian Encoders,Effect Encoding
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