cdlib.viz.plot_com_stat

cdlib.viz.plot_com_stat(com_clusters: list, com_fitness: Callable[[object, object, bool], object]) object

绘制聚类或聚类列表中所有社区的属性分布(小提琴图)

Parameters:
  • com_clusters – 要比较的聚类列表,或单个聚类

  • com_fitness – 要使用的适应度/社区属性

Returns:

小提琴图

示例:

>>> from cdlib import algorithms, viz, evaluation
>>> import networkx as nx
>>> g = nx.karate_club_graph()
>>> coms = algorithms.louvain(g)
>>> coms2 = algorithms.walktrap(g)
>>> violinplot = viz.plot_com_stat([coms,coms2],evaluation.size)