Infomap optimizes the map equation, which exploits the information-theoretic duality between the problem of compressing data, and the problem of detecting and extracting significant patterns or structures within those data.

Community finding algorithm.

Layered Label Propagation is a semi-supervised machine learning algorithm that assigns labels to previously unlabeled data points. At the start of the algorithm, a (generally small) subset of the data points have labels (or classifications). These labels

This algorithm assesses how similar are 2 input partitions of a given network.

Generates a benchmark network upon input of a mix and average degree for each node in the graph.

Given 2 arrays, hamming distance is calculated between them.