hcLab.py 文件源码

def statistics(self):
        """Return some topological information about the experiment"""
        stat = {}
        stat["net diameter"] = nx.diameter(self.network)
        stat["net radius"]   = nx.radius(self.network)
        stat["net asp"]     = nx.average_shortest_path_length(self.network)
        stat["input asp"] = net.inputASL(self.network, self.inputc)
        for m in self.measures.values():
            distr = net.distances_to_roi(self.network, self.inputc,m.roi)
            stat["stim to roi distances, mean",m.name] = np.mean(distr)
            stat["stim to roi distances, var",m.name] = np.var(distr)
            centrs = nx.closeness_centrality(self.network)
            stat["roi centralities",m.name] = [centrs[tuple(node)]
                                                for node in np.transpose(m.roi.nonzero())]
        return stat