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(considering time series data) X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, shuffle=False) In the provided code, the MinMaxScaler from scikit-learn is used to scale the input features to a specified range, typically between 0 and 1. This is done to ensure that all