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.. _chapter-tricks:
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Tips, Tricks & FAQs
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A collection of miscellanous tips, tricks and frequently asked
questions
Derivatives
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The single most important bit of advice for users of Ceres Solver is
to use analytic/automatic differentiation when you can. It is tempting
to take the easy way out and use numeric differentiation. This is a
bad idea. Numeric differentiation is slow, ill-behaved, hard to get
right and results in poor convergence behaviour.