Herbie

Automatically improves the accuracy of floating-point expressions

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Herbie analyzes floating-point expressions and automatically rewrites them to reduce numerical error, with tutorials, documentation, and an online demo to help engineers understand and fix floating-point accuracy bugs. It's a research tool from the University of Washington and University of Utah aimed at scientific and numerical computing code.

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