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.
published 1.0.5 5 years agoLayered 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
published 1.0.4 5 years agoThis algorithm assesses how similar are 2 input partitions of a given network.
published 1.0.3 5 years agoGenerates a benchmark network upon input of a mix and average degree for each node in the graph.
published 1.0.4 5 years agoGiven 2 arrays, hamming distance is calculated between them.
published 1.0.1 5 years ago