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From:
John D. Cook | Applied Mathematics Consulting
(Uncensored)
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Floating point numbers: a leaky abstraction
https://www.johndcook.com/blog/2009/04/06/numbers-are-a-leaky-abstraction/
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Knowing the details of how floating point numbers are implemented can help you avoid problems with them.