
Autograd
 Referenced in 25 articles
[sw22077]
 derivatives of derivatives. It supports reversemode differentiation (a.k.a. backpropagation), which means it can efficiently...

ForwardDiff
 Referenced in 14 articles
[sw16106]
 memory bandwidth than traditional vector mode. In our numerical experiments, we demonstrate that for nontrivially ... computations can be faster than a reversemode implementation from the Pythonbased autograd package...

Stan Math
 Referenced in 6 articles
[sw36869]
 Stan Math Library: ReverseMode Automatic Differentiation in C++. As computational challenges in optimization ... Stan Math Library is a C++, reversemode automatic differentiation library designed to be usable...

Adept
 Referenced in 8 articles
[sw19696]
 performed in forward mode, reverse mode (to compute the adjoint), or the full Jacobian matrix ... several other important optimizations mean that reversemode differentiation is significantly faster than other libraries...

Kornia
 Referenced in 4 articles
[sw31197]
 take advantage of the reversemode autodifferentiation to define and compute the gradient...

Lantern
 Referenced in 2 articles
[sw30958]
 provide a very concise view of reversemode automatic differentation (AD), which allows ... implementation of reversemode AD purely through operator overloading (no auxiliary data structures required!). Staging...

ADOLC
 Referenced in 249 articles
[sw00019]
 ADOLC: Automatic Differentiation of C/C++. We present...

Mathematica
 Referenced in 6343 articles
[sw00554]
 Almost any workflow involves computing results, and that...

Matlab
 Referenced in 13488 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

SUNDIALS
 Referenced in 241 articles
[sw00927]
 SUNDIALS was implemented with the goal of providing...

SymPy
 Referenced in 159 articles
[sw00940]
 SymPy is a Python library for symbolic mathematics...

ADIFOR
 Referenced in 254 articles
[sw02185]
 ADIFOR is a tool for the automatic differentiation...

Trilinos
 Referenced in 409 articles
[sw04028]
 Each Trilinos package is a selfcontained, independent...

FADBAD++
 Referenced in 58 articles
[sw04863]
 FADBAD++ implements the forward, backward and Taylor methods...

CppAD
 Referenced in 36 articles
[sw04866]
 Algorithm differentiation of implicit functions and optimal values...

CVODE
 Referenced in 62 articles
[sw04947]
 CVODE is a solver for stiff and nonstiff...

Eigen
 Referenced in 213 articles
[sw05781]
 Eigen is a C++ template library for linear...

TAPENADE
 Referenced in 147 articles
[sw06598]
 TAPENADE is an Automatic Differentiation Engine developed at...

Sacado
 Referenced in 11 articles
[sw06602]
 Efficient expression templates for operator overloadingbased automatic...