Machine Learning

ML.NET Updates & Announcing Notebooks in Visual Studio

Bri Achtman October 4, 2021 Oct 4, 2021 10/4/21

Check out what's new in ML.NET and Model Builder.

ML.NET June Updates

Bri Achtman June 22, 2021 Jun 22, 2021 06/22/21

Check out what's new in ML.NET and Model Builder.

ML.NET Survey: Model Explainability

Jessie Houghton June 10, 2021 Jun 10, 2021 06/10/21

Take the ML.NET Model Explainability survey to let us know what you want to see in ML.NET for explainability and fairness.

ML.NET Survey: Machine Learning in .NET

Bri Achtman April 8, 2021 Apr 8, 2021 04/8/21

Take the ML.NET survey to let us know what you want to see next for Machine Learning in .NET.

ML.NET and Model Builder March Updates

Bri Achtman March 15, 2021 Mar 15, 2021 03/15/21

This release of ML.NET and Model Builder brings numerous bug fixes and enhancements as well as new features, including config-based training and a redesigned Consume step.

ML.NET Model Builder November Updates

Bri Achtman November 30, 2020 Nov 30, 2020 11/30/20

This release of ML.NET Model Builder brings numerous bug fixes and enhancements as well as new features, including advanced data loading options and streaming training data from SQL.

MLOps: DevOps for Machine Learning

Bri Achtman October 13, 2020 Oct 13, 2020 10/13/20

Machine Learning Operations (MLOps) is like DevOps for the machine learning lifecycle. This includes things like model deployment & management and data tracking, which help with productionizing machine learning models. Through the survey below, we'd love to get feedback on your current DevOps practices as well as your prospective usage ...

ML.NET September Updates

Bri Achtman September 25, 2020 Sep 25, 2020 09/25/20

This release of ML.NET (1.5.2) brings numerous bug fixes and enhancements, while tooling updates include the ability to train object detection models using Azure ML via Model Builder and to locally train image classification models with the ML.NET CLI.

Introducing the Half type!

Prashanth Govindarajan August 31, 2020 Aug 31, 2020 08/31/20

The IEEE 754 specification defines many floating point types, including: binary16, binary32, binary64 and binary128. Most developers are familiar with binary32 (equivalent to float in C#) and binary64 (equivalent to double in C#). They provide a standard format to represent a wide range of values with a precision acceptable for many ...

August ML.NET API and Tooling Updates

Bri Achtman August 20, 2020 Aug 20, 2020 08/20/20

ML.NET is an open-source, cross-platform machine learning framework for .NET developers. It enables integrating machine learning into your .NET apps without requiring you to leave the .NET ecosystem or even have a background in ML or data science. ML.NET provides tooling (Model Builder UI in Visual Studio and the cross platform ML.NET CLI) ...

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Machine Learning - .NET Blog