├── .gitignore ├── LICENSE ├── README.md ├── _bookdown.yml ├── ad-handbook-draft.pdf ├── algebraic-equations.Rmd ├── all.bib ├── before-chapter.R ├── bibliography.Rmd ├── complex.Rmd ├── cpp-implementation.Rmd ├── cpp ├── examples │ ├── derivative.cpp │ ├── gradient.cpp │ ├── hessian.cpp │ └── vector-gradient-product.cpp ├── forward.cpp ├── forward.hpp ├── functional.cpp ├── functional.hpp ├── reverse.cpp └── reverse.hpp ├── derivatives.Rmd ├── finite-differences.Rmd ├── forward.Rmd ├── generalized-linear-models.Rmd ├── header.tex ├── hmm.Rmd ├── index.Rmd ├── integration.Rmd ├── matrix-arithmetic.Rmd ├── matrix-derivatives.Rmd ├── monte-carlo.Rmd ├── nested.Rmd ├── odes.Rmd ├── reverse.Rmd ├── scalars.Rmd └── transforms.Rmd /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bob-carpenter/ad-handbook/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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