get_clusters function

Perform the clustering step in mapper

This function processes the binned data and global distance matrix to return freshly clustered data.

get_clusters(bins, dists, clusterer)

Arguments

• bins: A list containing "bins" of vectors of names of data points.
• dists: A distance matrix containing pairwise distances between named data points.
• clusterer: A function which accepts a list of distance matrices as input, and returns the results of clustering done on each distance matrix.

Returns

The output of clusterer applied to a list of distance matrices, which should be a list containing named vectors (one per bin), whose names are data point names and whose values are cluster labels.