Similarity coloring of a self organizing map
I don't know exactly how the above was created, but I did something similar in the late '90s and reproduced it recently using somoclu in Python. While I've not applied the colours back to the SOM cells, this would be pretty trivial.

I've put the notebook on kyso, I hope it's useful.