#typescript #spectralclustering
I decided to design a little ts library for the purposes of performing basic laplacian operations on matrices and graphs for the sake of creative programming. Here is the usage sketch.

What do you think of looking at it?

3/n

We thus decided to use the General Distance Measure to compute pairwise similarities between our 172 subjects, and obtained a matrix, which as math savy people know, is also the description of a network (an "adjacency matrix" for a "weighted undirected graph").
The problem was then to find cliques, communities or clusters of similar patients in such a network, and we used spectral clustering.
Spectral clustering is a family of techniques that use spectra of matrices describing networks, i.e. use eigenvalues of matrices to understand the structure of those networks.

#spectralanalysis #spectralclustering #clustering #neuroscience