Accord.NET is a framework for scientific computing in .NET. The source code of the project is available under the terms of the
Gnu Lesser Public License
The GNU Lesser General Public License (LGPL) is a free-software license published by the Free Software Foundation (FSF). The license allows developers and companies to use and integrate a software component released under the LGPL into their own ...
, version 2.1.
The framework comprises a set of libraries that are available in source code as well as via executable installers and
NuGet
NuGet (pronounced "New Get")[And The Winner Is, NuGet](_blank)
haacke ...
packages. The main areas covered include
numerical linear algebra
Numerical linear algebra, sometimes called applied linear algebra, is the study of how matrix operations can be used to create computer algorithms which efficiently and accurately provide approximate answers to questions in continuous mathematics. ...
, numerical optimization, statistics, machine learning, artificial neural networks, signal and image processing, and support libraries (such as graph plotting and visualization).
[Greg Duncan. Portable Image and Video processing with help from AForge.NET and Accord.NET]
Channel 9, November 2014. Web extract[Accord project on Open Hub]
Web extract The project was originally created to extend the capabilities of the
AForge.NET, AForge.NET Framework, but has since incorporated AForge.NET inside itself. Newer releases have united both frameworks under the Accord.NET name.
The Accord.NET Framework has been featured in multiple books such as Mastering.NET Machine Learning by PACKT publishing and F# for Machine Learning Applications, featured in QCON San Francisco, and currently accumulates more than 1,500 forks in GitHub.
Multiple scientific publications have been published with the use of the framework.
See also
*
List of numerical libraries for .NET framework
*
ML.NET
ML.NET is a free software machine learning library for the C# and F# programming languages. It also supports Python models when used together with NimbusML. The preview release of ML.NET included transforms for feature engineering like n-gram cr ...
References
External links
Official web siteProject homeon
GitHub
GitHub, Inc. () is an Internet hosting service for software development and version control using Git. It provides the distributed version control of Git plus access control, bug tracking, software feature requests, task management, continuous ...
Accord.NET packagesat
NuGet
NuGet (pronounced "New Get")[And The Winner Is, NuGet](_blank)
haacke ...
Aforge.NET siteon projects using the framework, mentioning Accord.NET as extension of the framework.
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.NET software
Computer libraries
Computer vision software
Applications of artificial intelligence