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Microsoft Opens its Machine Learning Framework For All

Infer.NET was used to publish hundreds of research papers using a variety of fields, everything from information retrieval to healthcare

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Microsoft launches e-commerce portal for Telangana's handloom weavers. Pixabay

Global tech giant Microsoft has opened its cross-platform frameworks Infer.NET — a machine learning engine used in Office, Xbox and Azure — for one and all worldwide.

“We’re extremely excited today to open source Infer.NET on GitHub under the permissive MIT license for free use in commercial applications,” Yordan Zaykov, Principal Research Software Engineering Lead at Microsoft, wrote in a blog post on Friday.

Developed in 2014 by Microsoft’s research lab in Cambridge, Infer.NET was initially envisioned as a research tool and later in 2008 was released for academic use.

Infer.NET enables a model-based approach to machine learning. It lets users incorporate domain knowledge into their model.

The framework can then build a bespoke machine learning algorithm directly from that model.

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A sign for Microsoft is seen on a building in Cambridge. VOA

“This means that instead of having to map your problem onto a pre-existing learning algorithm that you’ve been given, Infer.NET actually constructs a learning algorithm for you, based on the model you’ve provided,” Zaykov said.

He noted that the Infer.NET team is looking forward to engaging with the open-source community in developing. Infer.NET will become a part of ML.NET — the machine learning framework for .NET developers.

“We have already taken several steps towards integration with ML.NET, like setting up the repository under the .NET Foundation and moving the package and namespaces to Microsoft.ML.Probabilistic. Infer.NET will extend ML.NET for statistical modelling and online learning,” Zaykov said.

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Infer.NET was used to publish hundreds of research papers using a variety of fields, everything from information retrieval to healthcare.

In 2012 Infer.NET even won a Patents for Humanity award for aiding research in epidemiology, genetic causes of disease, deforestation and asthma. (IANS)

Next Story

Microsoft Preparing to Launch 15-inch Surface Laptop 3

Surface earbuds is also expected to launch, as well as new keyboards with a dedicated Office button taking the place of the right-hand Windows key

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FILE - Microsoft Corp. signage is seen outside the Microsoft Visitor Center in Redmond, Washington, July 3, 2014. VOA

Microsoft may launch a 15-inch Surface Laptop 3 next month alongside a 13.5-inch model, which is the same screen size as the Surface Laptop 2”s.

The company is also expected to launch an AMD-powered Surface Laptop 3 and it is possible that this chip could be found on this rumoured 15-inch model, The Verge reported on Sunday.

As per the report, Microsoft will still offer a screen with a 3:2 aspect ratio, as it did on the 13.5-inch Surface Laptop.

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A man walks past a Microsoft sign set up for the Microsoft BUILD conference at Moscone Center in San Francisco, April 28, 2015. VOA

In addition, the larger 15-inch model will likely support the Surface Pen as well.

Also Read: Realme 3i: Impressive Look in a Budget Smartphone (Tech Review)

The company is rumoured to launch dual-screen Surface device, codenamed Centaurus. In addition to the Centaurus, Microsoft would bring Surface Laptop 3, Surface Pro 7 and Surface Book 3 in October.

Surface earbuds is also expected to launch, as well as new keyboards with a dedicated Office button taking the place of the right-hand Windows key. (IANS)