tnetwork.DCD.analytics.dynamic_partition.similarity_at_each_step

tnetwork.DCD.analytics.dynamic_partition.similarity_at_each_step(dynamicCommunityReference: tnetwork.dyn_community.communities_dyn_sn.DynCommunitiesSN, dynamicCommunityObserved: tnetwork.dyn_community.communities_dyn_sn.DynCommunitiesSN, score=None)

Compute similarity at each step

It takes into account the fact that the reference might by incomplete. (remove from the observations all nodes/time not present in the reference)

Parameters:

• dynamicCommunityReference – the dynamic partition to use as reference
• dynamicCommunityObserved – the dynamic partition to evaluate
• score – score to use, default adjusted NMI

Returns:

pair (list of scores, list of sizes)