def em_ll_map(prt):
em = HardEM(author_graph=ex_ll_graph,
author_product_map=ex_ll_author_prod_map,
nparts=ex_ll_nparts,
init_partition=prt)
return prt, em.log_likelihood()
def em_ll_map(prt):
em = HardEM(author_graph=ex_ll_graph, author_product_map=ex_ll_author_prod_map, nparts=ex_ll_nparts, init_partition=prt)
return prt, em.log_likelihood(), rand_index(prt, ex_ll_ref_prt)
