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Automatic differentiation
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=== Source code transformation (SCT) === [[Image:SourceTransformationAutomaticDifferentiation.png|thumb|right|300px|Figure 4: Example of how source code transformation could work]] The source code for a function is replaced by an automatically generated source code that includes statements for calculating the derivatives interleaved with the original instructions. [[Source code transformation]] can be implemented for all programming languages, and it is also easier for the compiler to do compile time optimizations. However, the implementation of the AD tool itself is more difficult and the build system is more complex.
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