def METHOD_NAME(
    reduction_shape: ReductionShape,
    inplace: bool,
    num_samples: Optional[int] = None,
    window_size: Optional[int] = None,
) -> ONNXMeanStatisticCollector:
    return ONNXMeanStatisticCollector(reduction_shape, num_samples, window_size)