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Use non redundant form distance measures #3

@jolespin

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@jolespin

I checked out the tutorial and noticed you require the full redundant distance matrix which is way more memory intensive than it used to be. I want to try this out on my dataset with like 100k observations but a square form will cause my system to crash.

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