The ad package

[Tags:benchmark, bsd3, library, test]

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 0.45.0

Changes since 0.44.5

Changes since 0.40.0

Properties

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
Dependencies array (>=0.2 && <0.4), base (==4.*), comonad (>=0.6 && <0.9), containers (>=0.2 && <0.5), data-reify (==0.6.*), template-haskell (==2.4.*) [details]
License BSD3
Copyright (c) Edward Kmett 2010-2011, (c) Barak Pearlmutter and Jeffrey Mark Siskind 2008-2009
Author Edward Kmett
Maintainer ekmett@gmail.com
Stability Experimental
Category Math
Home page http://github.com/ekmett/ad
Uploaded Wed Jan 12 23:55:52 UTC 2011 by EdwardKmett
Distributions LTSHaskell:4.3.2.1, NixOS:4.3.2.1, Stackage:4.3.2.1, Tumbleweed:4.3.2.1
Downloads 18020 total (126 in the last 30 days)
Votes
2 []
Status Docs not available [build log]
All reported builds failed as of 2015-12-09 [all 5 reports]

Modules

  • Numeric
    • Numeric.AD
      • Numeric.AD.Classes
      • Numeric.AD.Halley
      • Internal
        • Numeric.AD.Internal.Classes
        • Numeric.AD.Internal.Combinators
        • Numeric.AD.Internal.Composition
        • Numeric.AD.Internal.Dense
        • Numeric.AD.Internal.Forward
        • Numeric.AD.Internal.Reverse
        • Numeric.AD.Internal.Sparse
        • Numeric.AD.Internal.Tower
      • Mode
        • Numeric.AD.Mode.Directed
        • Numeric.AD.Mode.Forward
        • Numeric.AD.Mode.Mixed
        • Numeric.AD.Mode.Reverse
        • Numeric.AD.Mode.Sparse
        • Numeric.AD.Mode.Tower
      • Numeric.AD.Newton
      • Numeric.AD.Types

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