Module `mls_lib.feature_engineering`

Feature Engineering Components

Sub-modules

mls_lib.feature_engineering.categoric_boost_encoder_train: CategoricalBoostEncoderTrainer: Component that trains a categorical boost encoder.
mls_lib.feature_engineering.column_drop: ColumnDrop: Component that drops columns from the input table.
mls_lib.feature_engineering.column_select: ColumnSelect: Component that selects columns from the input table.
mls_lib.feature_engineering.encoder_trainer: Encoder Trainer
mls_lib.feature_engineering.feature_engineering_step: Feature Engineering Step
mls_lib.feature_engineering.join: Join: Component that joins two tables.
mls_lib.feature_engineering.label_encoder_trainer: LabelEncoderTrainer: Component that trains a label encoder.
mls_lib.feature_engineering.max_abs_scaler_trainer: MaxAbsScalerTrainer: Component that trains a max abs scaler.
mls_lib.feature_engineering.min_max_scaler_trainer: MinMaxScalerTrainer: Component that trains a min max scaler.
mls_lib.feature_engineering.one_hot_encoder_trainer: OneHotEncoderTrainer: Component that trains a one hot encoder.
mls_lib.feature_engineering.reuse_encoder: Encoder Trainer
mls_lib.feature_engineering.reuse_scaler: Scaler Trainer
mls_lib.feature_engineering.robust_scaler_trainer: RobustScalerTrainer: Component that trains a robust scaler.
mls_lib.feature_engineering.scaler_trainer: Scaler Trainer
mls_lib.feature_engineering.select_columns: SelectColumns: Component that selects columns from the input table.
mls_lib.feature_engineering.standard_scaler_trainer: StandardScalerTrainer: Component that trains a standard scaler.