Data Preprocessing

Examples	Tags
Scikit-Learn add_dummy_feature() for Data Preprocessing	Data Preprocessing Feature Engineering Categorical
Scikit-Learn binarize() for Data Preprocessing	Data Preprocessing Feature Engineering Categorical
Scikit-Learn Binarizer for Data Preprocessing	Data Preprocessing Feature Engineering Categorical
Scikit-Learn FunctionTransformer for Data Preprocessing	Data Preprocessing
Scikit-Learn IterativeImputer for Data Imputation	Data Preprocessing Imputation Experimental
Scikit-Learn KBinsDiscretizer for Data Preprocessing	Data Preprocessing Feature Engineering
Scikit-Learn KernelCenterer for Data Preprocessing	Data Preprocessing Feature Engineering
Scikit-Learn KNNImputer for Data Imputation	Data Preprocessing Imputation KNN
Scikit-Learn label_binarize() for Data Preprocessing	Data Preprocessing Feature Engineering Categorical
Scikit-Learn LabelBinarizer for Data Preprocessing	Data Preprocessing Feature Engineering Categorical
Scikit-Learn LabelEncoder for Data Preprocessing	Data Preprocessing Feature Engineering Categorical
Scikit-Learn maxabs_scale() for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn MaxAbsScaler for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn minmax_scale() for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn MinMaxScaler for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn MissingIndicator for Data Imputation	Data Preprocessing Imputation Feature Engineering
Scikit-Learn MultiLabelBinarizer for Data Preprocessing	Data Preprocessing Categorical
Scikit-Learn normalize() for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn Normalizer for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn OneHotEncoder for Data Preprocessing	Data Preprocessing Categorical
Scikit-Learn OrdinalEncoder for Data Preprocessing	Data Preprocessing Categorical
Scikit-Learn PolynomialFeatures for Data Preprocessing	Data Preprocessing Feature Engineering
Scikit-Learn power_transform() for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn PowerTransformer for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn quantile_transform() for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn QuantileTransformer for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn robust_scale() for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn RobustScaler for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn scale() for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn SimpleImputer for Data Imputation	Data Preprocessing Imputation
Scikit-Learn SplineTransformer for Data Preprocessing	Data Preprocessing Data Scaling
Scikit-Learn StandardScaler for Data Preprocessing	Data Preprocessing Data Scaling