from sklearn.preprocessing import StandardScaler, MinMaxScaler, RobustScaler, Normalizer

scaler = StandardScaler()

#scaler = MinMaxScaler()
#scaler = RobustScaler()
#scaler = Normalizer()

scaled_values = scaler.fit_transform(X)
X = pd.DataFrame(scaled_values, columns=X.columns)

