text: import sklearn.preprocessing
  
  def standard_scale(X_train, X_valid):
      scaler = sklearn.preprocessing.StandardScaler()
      X_train = scaler.fit_transform(X_train)
      X_valid = scaler.transform(X_valid)
      return X_train, X_valid
  