def METHOD_NAME(self, array):
    stats = {'mean': 20, 'std': 3}
    normalizer = Normalizer(mode='meanstd', normalization_stats=stats)
    result = normalizer.normalize(array)
    assert np.isclose(result, (array - 20) / 3, atol=1e-5).all()