communityDetectionEngine.py 文件源码

def consensusCDF(self,K, matrix):
        self.count = 0
        lEN = len(matrix)
        Sum = 0
        Denominator = (lEN*(lEN-1))/2
        CDF = dict()
        matrix = np.tril(matrix)
        for c in self.HistogramValues.keys():
            Sum = 0 
            for cumalativeC in self.HistogramValues.keys():
                if cumalativeC <= c: 
                    Sum += self.HistogramValues[cumalativeC]
            CDF[c] = Sum/Denominator

        self.GlobalCDF[K] = copy.deepcopy(CDF)
        del lEN, matrix