Английская Википедия:Infer.NET
Шаблон:Short description Шаблон:Infobox software Infer.NET is a free and open source .NET software library for machine learning.[1] It supports running Bayesian inference in graphical models and can also be used for probabilistic programming.[2]
Overview
Infer.NET follows a model-based approach and is used to solve different kinds of machine learning problems including standard problems like classification, recommendation or clustering, customized solutions and domain-specific problems. The framework is used in various different domains such as bioinformatics, epidemiology, computer vision, and information retrieval.[3][4]
Development of the framework was started by a team at Microsoft’s research centre in Cambridge, UK in 2004. It was first released for academic use in 2008 and later open sourced in 2018.[4] In 2013, Microsoft was awarded the USPTO’s Patents for Humanity Award in Information Technology category for Infer.NET and the work in advanced machine learning techniques.[5][6]
Infer.NET is used internally at Microsoft as the machine learning engine in some of their products such as Office, Azure, and Xbox.[7]
The source code is licensed under MIT License and available on GitHub.[8] It is also available as NuGet package.[9]
See also
References
Further reading
External links
- Infer.NET
- GitHub - dotnet/infer
- Machine Intelligence and Perception - Microsoft Research
- Infer.NET - Practical Implementation Issues and a Comparison of Approximation Techniques
Шаблон:Microsoft FOSS Шаблон:Microsoft Research
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- Probabilistic models
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- Software using the MIT license
- 2008 software
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