Showing results for ML.NET - .NET Blog

Aug 31, 2020
29
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Introducing the Half type!

Prashanth Govindarajan
Prashanth Govindarajan

The specification defines many floating point types, including: , , and . Most developers are familiar with (equivalent to in C#) and (equivalent to in C#). They provide a standard format to represent a wide range of values with a precision acceptable for many applications. .NET has always had and and with .NET 5 Preview 7, we've added a ne...

.NET.NET CoreC#
Aug 20, 2020
3
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August ML.NET API and Tooling Updates

Bri Achtman
Bri Achtman

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) that aut...

.NETMachine LearningML.NET
May 6, 2020
7
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Using ML.NET for deep learning on images in Azure

Luis Quintanilla
Luis Quintanilla

This post will show you how to train a custom image classification model in Azure to categorize flowers using ML.NET Model Builder. Then, you can leverage your existing .NET skills to consume the trained model inside a C# .NET Core console application. Best of all, little to no prior machine learning knowledge is required.

ML.NET
Mar 2, 2020
3
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February ML.NET Model Builder Updates

Bri Achtman
Bri Achtman

With the ML.NET Model Builder, create custom machine learning models for scenarios like sentiment analysis, price prediction, and more without any machine learning experience and without leaving the .NET ecosystem!

ML.NET.NETMachine Learning
Dec 16, 2019
49
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An Introduction to DataFrame

Prashanth Govindarajan
Prashanth Govindarajan

Last month, we announced .NET support for Jupyter notebooks, and showed how to use them to work with .NET for Apache Spark and ML.NET. Today, we're announcing the preview of a DataFrame type for .NET to make data exploration easy. If you've used Python to manipulate data in notebooks, you'll already be familiar with the concept of a DataFrame. At a...

.NET.NET CoreC#
Nov 12, 2019
0
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ML.NET Model Builder Updates

Bri Achtman
Bri Achtman

ML.NET is a cross-platform, machine learning framework for .NET developers, and Model Builder is the UI tooling in Visual Studio that uses Automated Machine Learning (AutoML) to easily allow you to train and consume custom ML.NET models.

ML.NET.NET
Nov 6, 2019
18
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Announcing ML.NET 1.4 general availability (Machine Learning for .NET)

Cesar De la Torre
Cesar De la Torre

Coinciding with the Microsoft Ignite 2019 conference, we are thrilled to announce the GA release of ML.NET 1.4 and updates to Model Builder in Visual Studio, with exciting new machine learning features that will allow you to innovate your .NET applications. ML.NET is an open-source and cross-platform machine learning framework for .NET developers....

.NET.NET Core.NET Framework
Sep 24, 2019
0
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ML.NET and Model Builder at .NET Conf 2019 (Machine Learning for .NET)

Cesar De la Torre
Cesar De la Torre

We are excited today to announce updates to Model Builder and improvements in ML.NET. You can learn more in the “What’s new in ML.NET?.” session at .NET Conf. ML.NET is an open-source and cross-platform machine learning framework (Windows, Linux, macOS) for .NET developers. ML.NET offers Model Builder Model Builder (a simple UI tool) and CLI to m...

.NET.NET CoreMachine Learning
Sep 3, 2019
27
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Announcing ML.NET 1.4 Preview and Model Builder updates (Machine Learning for .NET)

Cesar De la Torre
Cesar De la Torre

We are excited to announce ML.NET 1.4 Preview and updates to Model Builder and CLI. ML.NET is an open-source and cross-platform machine learning framework for .NET developers. ML.NET also includes Model Builder (a simple UI tool) and CLI to make it super easy to build custom Machine Learning (ML) models using Automated Machine Learning (AutoML...

C#Machine LearningML.NET
Aug 21, 2019
4
0

Hey .NET! Have you tried ML.NET?

Bri Achtman
Bri Achtman

ML.NET is an open source and cross-platform machine learning framework made for .NET developers. Using ML.NET you can easily build custom machine learning models for scenarios like sentiment analysis, price prediction, sales forecasting, recommendation, image classification, and more. ML.NET 1.0 was released at //Build 2019, and since then the te...

ML.NETMachine LearningAI Machine Learning