frontendnetwork.py 文件源码

def get_data_prop(self):
        prop =  super(frontendNetwork, self).get_data_prop()

        if self.is_symmetric():
            nnz = np.triu(self.data).sum()
        else:
            nnz = self.data.sum()

        _nnz = self.data.sum(axis=1)
        d = {'instances': self.data.shape[1],
               'nnz': nnz,
               'nnz_mean': _nnz.mean(),
               'nnz_var': _nnz.var(),
               'density': self.density(),
               'diameter': self.diameter(),
               'clustering_coef': self.clustering_coefficient(),
               'modularity': self.modularity(),
               'communities': self.clusters_len(),
               'features': self.get_nfeat(),
               'directed': not self.is_symmetric()
              }
        prop.update(d)
        return prop