AD Tool: AutoDiff .NET
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AutoDiff .NET


Summary:
A simple .NET library for evaluating the value/gradient of a function using reverse-mode automatic differentiation.

URL: http://autodiff.codeplex.com

Developers:
  • Alex Shtof

Mode: Reverse
 
Method: Operator overloading
 
Supported Language: .NET

Features:
* A pure .NET library that works on all .NET platform languages.
* Supports basic arithmetic operations, power, exponential and
logarithm functions
* Allows user-definable functions that are not supported by the
"core" library (using delegates).
* Supports basic vector math to support easier definition of
functions that work with vectors
* Function value and gradient evaluation.
* Uses the new .NET code contracts for parameter validation
(means
better performance and documentation)
* Works on Windows and on Linux (with Mono 2.10 and later)

Supported Platforms:
  • Windows
  • Unix/Linux


Licensing: open source

Entries in our publication database that actually use AutoDiff .NET in the numerical experiments:  0

The following diagram shows these entries versus the year of the publication.

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#Entries
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Year
  

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