dual (Q98112)
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Automatic Differentiation with Dual Numbers
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | dual |
Automatic Differentiation with Dual Numbers |
Statements
3 October 2023
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Automatic differentiation is achieved by using dual numbers without providing hand-coded gradient functions. The output value of a mathematical function is returned with the values of its exact first derivative (or gradient). For more details see Baydin, Pearlmutter, Radul, and Siskind (2018) <https://jmlr.org/papers/volume18/17-468/17-468.pdf>.
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