preprocessing package

Submodules

preprocessing.preprocessing module

class preprocessing.preprocessing.Preprocessing(filter_null_data=True, historical_bool=True)[source]

Bases: object

class_label_encoding(column)[source]

fill_missing_values(column, strategy='constant')[source]

filter_out_null_data()[source]

implement_preprocessing_pipeline()[source]

min_max_scaling(column)[source]

multiple_label_encoding(column)[source]

normalization(column)[source]

remove_outliers_zscore(column)[source]

robust_scaling(column)[source]

save_preprocessed_data()[source]

single_one_hot_encoding(column)[source]

standard_scaling(column)[source]

Module contents