def METHOD_NAME():
    """Test that HOG1D produces the same result along each dimension."""
    X = _make_nested_from_array(
        np.array([4, 6, 10, 12, 8, 6, 5, 5]), n_instances=1, n_columns=2
    )
    h = HOG1DTransformer().fit(X)
    res = h.transform(X)
    orig = convert_list_to_dataframe(
        [
            [0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0],
            [0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0],
        ]
    )
    orig.columns = X.columns
    assert check_if_dataframes_are_equal(res, orig)