pairdist.py 文件源码

def make_dist(vectors, options):
    if options.metric != 'cosine':
        return vectors, metrics[options.metric]
    else:
        # normalize once only
        vectors = [v/numpy.linalg.norm(v) for v in vectors]
        return vectors, lambda u, v: 1 - numpy.dot(u, v)