A general purpose Snakemake workflow to perform unsupervised analyses (dimensionality reduction & cluster analysis) and visualizations of high-dimensional data.
“The validation of clustering structures is the most difficult and frustrating part of cluster analysis. Without a strong effort in this direction, cluster analysis will remain a black art accessible only to those true be-elvers who have experience and great courage.”
Algorithms for Clustering Data, Jain and Dubes 1988
“The validation of clustering structures is the most difficult and frustrating part of cluster analysis. Without a strong effort in this direction, cluster analysis will remain a black art accessible only to those true be-elvers who have experience and great courage.” Algorithms for Clustering Data, Jain and Dubes 1988