Overhaul clustering

[Jtrachsel]

• Splits clustering into its own script.
• Overhauls clustering, now uses Overlap index (Simpson similarity index) for the first 3 levels and Jaccard similarity index for the final level.
• de-replicates identical elements (islands) before clustering. This should allow clustering of larger datasets.
• Adds two new r package reqs (proxy, digest).