Categorical Encoder Covenient categorical encoder for sklearn pipeline. Avoid pipeline ramifications! Class CategoricalEncoder init(columns, missing_value=-1, missing_strategy='ignore') fit(df) transform(df) fit_transform(df) get_map_column(col_name)