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.

Each mode has a separate module full of combinators.

While not every mode can provide all operations, the following basic operations are supported, modified as appropriate by the suffixes below:

The following suffixes alter the meanings of the functions above as follows:

Changes since 0.40.0

Versions [faq] 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, 4.3.6
Dependencies array (>=0.2 && <0.4), base (==4.*), containers (>=0.2 && <0.4), data-reify (==0.5.*), 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://patch-tag.com/r/ekmett/ad
Uploaded by EdwardKmett at Sat Jun 12 21:14:08 UTC 2010
Distributions LTSHaskell:4.3.6, NixOS:4.3.6, Stackage:4.3.6
Downloads 41072 total (2084 in the last 30 days)
Rating 2.5 (votes: 3) [estimated by rule of succession]
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Status Hackage Matrix CI
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