Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)
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Updated
Oct 20, 2020 - C++
Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)
Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) for the multi-resolution clustering with overlaps/covers, standard NMI, clusters labeling
Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms
FentonLab's WClust software used for spike sorting
C++ tools for calculating cluster quality using information-theoretic measures
Resolution levels clustering merger with filtering and clusters deduplication. Flattens a hierarchy/list of multiple resolutions levels (clusterings) into the single flat clustering (collection), synchronizing the node base and deduplicating.
rNVD (reverse normalized Van Dongen index) is a program that allows to calculate the similarity of two clusterings.
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