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The example they use is hilarious and makes me think about one of my ideas for a dog crap cleaning backyard quadruped. It's not quite as good as that spray in http://www.imdb.com/title/tt0326856/ though lol. terrible movie.

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I do like to use dogs in my examples. See https://medium.com/tractable-constraints/in-search-of-divers... and https://medium.com/j-smith-in-ink/the-purginator-1dfae16327b... . There's something about canines and k-means that just makes sense to me.

I wish I could get my k-nearest neighbors dog to shut up already.

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