def METHOD_NAME():
    w_exp = np.array([[0.7]])
    b_exp = np.array([0.0])
    sgd_lr = LinearRegression(
        method="sgd", minibatches=len(y), eta=0.0001, epochs=150, random_seed=0
    )
    sgd_lr.fit(X_rm_std, y_std)
    assert_almost_equal(sgd_lr.w_, w_exp, decimal=1)
    assert_almost_equal(sgd_lr.b_, b_exp, decimal=1)