Английская Википедия:Infer.NET

Материал из Онлайн справочника
Перейти к навигацииПерейти к поиску

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

Шаблон:Portal

References

Шаблон:Reflist

Further reading

External links

Шаблон:Microsoft FOSS Шаблон:Microsoft Research