def METHOD_NAME():
    gd_lr = LinearRegression(
        method="sgd",
        minibatches=1,
        eta=0.001,
        epochs=1,
        print_progress=2,
        random_seed=0,
    )
    gd_lr.fit(X_rm_std, y_std)