decoding_analysis.py 文件源码

def percentile_score(null, real):
    """Vectorized function for computing percentile of score."""
    if np.isscalar(real):
        return stats.percentileofscore(null, real)

    percentiles = []
    assert len(null) == len(real)
    for null_i, real_i in zip(null, real):
        percentiles.append(stats.percentileofscore(null_i, real_i, "mean"))
    assert len(percentiles) == len(real)

    return np.array(percentiles)