Knowledge (XXG)

Infer.NET

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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
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in 2004. It was first released for academic use in 2008 and later open sourced in 2018. In 2013, Microsoft was awarded the
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Infer.NET is used internally at Microsoft as the machine learning engine in some of their products such as
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in Information Technology category for Infer.NET and the work in advanced machine learning techniques.
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Infer.NET - Practical Implementation Issues and a Comparison of Approximation Techniques
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Winn, John; Simpson, Angela; Custovic, Adnan; Y. F. Tan, Vincent (2008).
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Machine Intelligence and Perception - Microsoft Research
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Knowles, D.; Parts, L.; Glass, D.; Winn, John (2010).
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Development of the framework was started by a team at
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It is also available as 292:Patents for Humanity Award 2186: 1553: 1409:Extensible Storage Engine 1289:Windows Driver Frameworks 1199:R Tools for Visual Studio 1074:Microsoft Design Language 674:Microsoft and open source 249:probabilistic programming 106: 80: 24: 2213:Applied machine learning 1601:Microsoft Research (MSR) 1535:Open Letter to Hobbyists 1476:Microsoft Public License 1374:(v1.25, v2.0 & v4.0) 1316:Windows Template Library 1014:Dynamic Language Runtime 679:Shared Source Initiative 2223:Microsoft free software 752:Windows Package Manager 468:"2013 Award Recipients" 93:; 20 months ago 2248:Probabilistic software 1804:Image Composite Editor 1779:Automatic Graph Layout 1525:F# Software Foundation 283:’s research centre in 243:. It supports running 1545:Outercurve Foundation 1099:Mixed Reality Toolkit 611:GitHub - dotnet/infer 274:information retrieval 239:software library for 2243:Probabilistic models 1954:Launched as products 1617:Languages, compilers 1034:Fluent Design System 914:.NET Micro Framework 417:Internet of Business 234:free and open source 1864:WorldWide Telescope 757:WorldWide Telescope 732:Microsoft PowerToys 454:www.theregister.com 21: 2228:Microsoft Research 1859:T2 Temporal Prover 1321:Windows UI Library 1234:T2 Temporal Prover 1204:RecursiveExtractor 866:Small Basic Online 742:Windows Calculator 245:Bayesian inference 40:Microsoft Research 35:Original author(s) 2200: 2199: 2182: 2181: 2129: 2128: 2041: 2040: 1879:Operating systems 1869:Z3 Theorem Prover 1784:Cognitive Toolkit 1567: 1566: 1462: 1461: 1365:Operating systems 1356:Z3 Theorem Prover 1164:Open Service Mesh 1079:Microsoft Detours 949:ASP.NET Web Forms 887:development tools 533:"Infer.Net 2.4.0" 400:. 8 October 2018. 386:. 3 January 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Index


Original author(s)
Microsoft Research
Developer(s)
Microsoft
.NET Foundation
Stable release
Repository
github.com/dotnet/infer
C#
Operating system
Microsoft Windows
macOS
Linux
Platform
.NET Framework
.NET
Mono
Type
Machine learning
software library
License
MIT License
dotnet.github.io/infer/
free and open source
.NET
machine learning
Bayesian inference
probabilistic programming
bioinformatics

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