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| from sklearn.preprocessing import MinMaxScaler, StandardScaler, MaxAbsScaler, RobustScaler | |
| def get_scaler(scaler): | |
| scalers = { | |
| "minmax": MinMaxScaler, | |
| "standard": StandardScaler, | |
| "maxabs": MaxAbsScaler, | |
| "robust": RobustScaler, | |
| } | |
| return scalers.get(scaler.lower())() | |
| scaler = get_scaler('robust') |
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