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TransformerNameMappings Classe

  • Référence

Mappages de noms de transformateur.

Héritage
builtins.object
TransformerNameMappings

Constructeur

TransformerNameMappings()

Attributs

CustomerFacingTransformerToTransformerMapCategoricalType 

CustomerFacingTransformerToTransformerMapCategoricalType = {'CatImputer': 'cat_imputer', 'CatTargetEncoder': 'cat_targetencoder', 'HashOneHotEncoder': 'hashonehot_vectorizer', 'LabelEncoder': 'labelencoder', 'OneHotEncoder': 'onehotencoder', 'WoETargetEncoder': 'woe_targetencoder'}

CustomerFacingTransformerToTransformerMapDateTimeType 

CustomerFacingTransformerToTransformerMapDateTimeType = {'DateTimeTransformer': 'datetime_transformer'}

CustomerFacingTransformerToTransformerMapGenericType 

CustomerFacingTransformerToTransformerMapGenericType = {'ImputationMarker': 'imputation_marker', 'Imputer': 'imputer', 'LambdaTransformer': 'lambda_featurizer', 'MaxAbsScaler': 'maxabsscaler', 'MiniBatchKMeans': 'minibatchkmeans_featurizer'}

CustomerFacingTransformerToTransformerMapNumericType 

CustomerFacingTransformerToTransformerMapNumericType = {'BinTransformer': 'bin_transformer'}

CustomerFacingTransformerToTransformerMapText 

CustomerFacingTransformerToTransformerMapText = {'AveragedPerceptronTextTargetEncoder': 'averaged_perceptron_text_target_encoder', 'BagOfWordsTransformer': 'bow_transformer', 'CountVectorizer': 'count_vectorizer', 'NaiveBayes': 'naive_bayes', 'StringCast': 'string_cast', 'StringConcat': 'string_concat', 'TextStats': 'text_stats', 'TextTargetEncoder': 'text_target_encoder', 'TfIdf': 'tfidf_vectorizer', 'WordEmbedding': 'word_embeddings'}