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This library implements a very unusual and interesting approach. It takes a function of several arguments supplied by the caller, deconstructs its analytic structure using C++ type substitution for all values, and computes gradients (Jacobians) of the function while ony calling the function once. A very innovative approach. Submitted by: myself Approved by: tcberner (mentor) Differential Revision: https://reviews.freebsd.org/D13635
11 lines
602 B
Plaintext
11 lines
602 B
Plaintext
Adept (Automatic Differentiation using Expression Templates) is a free C++
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software library that enables algorithms to be automatically differentiated,
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very useful for a wide range of applications that involve mathematical
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optimization. It uses an operator overloading approach, so very little code
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modification is required. Moreover, the way that expression templates have
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been used and several other important optimizations mean that reverse-mode
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differentiation is significantly faster than other C++ libraries that provide
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equivalent functionality.
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WWW: http://www.met.reading.ac.uk/clouds/adept/
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