ad: Automatic Differentiation

[ bsd3, library, math ] [ Propose Tags ]

Forward-, reverse- and mixed- mode automatic differentiation combinators with a common API.

Type-level "branding" is used to both prevent the end user from confusing infinitesimals and to limit unsafe access to the implementation details of each Mode.

The combinators in Numeric.AD choose from a variety of automatic differentiation modes, based on the arity of their inputs and outputs.

Versions 0.12, 0.13, 0.15, 0.17, 0.18, 0.19, 0.20, 0.21, 0.22, 0.23, 0.24, 0.27, 0.28, 0.30.0, 0.31.0, 0.32.0, 0.33.0, 0.40, 0.40.1, 0.44.0, 0.44.1, 0.44.2, 0.44.3, 0.44.4, 0.45.0, 0.46.0, 0.46.1, 0.46.2, 0.47.0, 1.0.0, 1.0.1, 1.0.2, 1.0.3, 1.0.4, 1.0.5, 1.0.6, 1.1.0, 1.1.0.1, 1.1.1, 1.1.3, 1.2.0, 1.2.0.1, 1.2.0.2, 1.3, 1.3.0.1, 1.3.1, 1.4, 1.5, 1.5.0.1, 1.5.0.2, 3.0, 3.0.1, 3.1.1, 3.1.2, 3.1.3, 3.1.4, 3.2, 3.2.1, 3.2.2, 3.3.0.1, 3.3.1, 3.3.1.1, 3.4, 4.0, 4.0.0.1, 4.1, 4.2, 4.2.0.1, 4.2.1, 4.2.1.1, 4.2.2, 4.2.3, 4.2.4, 4.3, 4.3.1, 4.3.2, 4.3.2.1, 4.3.3, 4.3.4, 4.3.5
Dependencies array (>=0.2 && <0.4), base (==4.*), containers (>=0.2 && <0.4), data-reify (==0.5.*), mlist (>=0.0.2 && <=0.1), template-haskell (==2.4.*) [details]
License BSD-3-Clause
Copyright (c) Edward Kmett 2010, (c) Barak Pearlmutter and Jeffrey Mark Siskind 2008-2009
Author Edward Kmett
Maintainer ekmett@gmail.com
Category Math
Home page http://comonad.com/reader/
Uploaded by EdwardKmett at Tue Jun 8 05:58:14 UTC 2010
Distributions LTSHaskell:4.3.5, NixOS:4.3.5, Stackage:4.3.5
Downloads 37180 total (198 in the last 30 days)
Rating 2.5 (votes: 3) [estimated by rule of succession]
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Status Docs uploaded by user
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