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Something that just clicked for me - In the same way that dividing by distance-to-origin (L2 norm) projects a point onto the unit circle/sphere: Dividing by L1 norm projects onto the unit diamond/octahedron Dividing by L-infinity norm projects onto the unit square/cube cont.

Mike Turitzin

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