Windows AI Platform

Introducing PyTorch-DirectML: Train your machine learning models on any GPU

Adele Parsons October 21, 2021 Oct 21, 2021 10/21/21

The Windows AI team is excited to announce the first preview of DirectML as a backend to PyTorch for training ML models! This release is our first step towards unlocking accelerated machine learning training for PyTorch on any DirectX12 GPU on Windows and the Windows Subsystem for Linux (WSL). In order for you to take advantage of DirectML ...

GPU accelerated ML workflows broadly available in the Windows Subsystem for Linux

Clarke Rahrig October 5, 2021 Oct 5, 2021 10/5/21

Support for GPU accelerated machine learning (ML) training within the Windows Subsystem for Linux (WSL) is now broadly available with the release of Windows 11. Read on for more details about using WSL with your existing ML workflows.

Train your machine learning models on any GPU with TensorFlow-DirectML

Clarke Rahrig September 9, 2021 Sep 9, 2021 09/9/21

Learn about the first generally consumable package of TensorFlow-DirectML. TensorFlow-DirectML improves the experience and performance of model training through GPU acceleration on the breadth of Windows devices by working across different hardware vendors and supporting the needs of students’ and professionals’ workflows.

Build a Machine Learning Data Analysis Application

Alex Zakhvatov August 18, 2021 Aug 18, 2021 08/18/21

Learn how to create a Window Machine Learning application that uses a neural network to analyze tabular data and run predictions.

Windows ML NuGet Package 1.8.0 official release

Alex Zakhvatov June 4, 2021 Jun 4, 2021 06/4/21

Windows ML NuGet package 1.8.0 is now available! Take a look to review our new features and optimization work for Windows ML APIs and DirectML EP.

Build your own machine learning model and integrate it with Windows ML application!

Alex Zakhvatov May 27, 2021 May 27, 2021 05/27/21

Windows AI platform team has recently added new tutorials to the Windows ML documentation providing a great introductory experience to machine learning, showing you how to create machine learning models from scratch and integrate them with applications running on Windows devices.

Create an image classification model with ML.NET with Windows Machine Learning

Adele Parsons May 26, 2021 May 26, 2021 05/26/21

Learn how to train an image classification model with ML.NET Model Builder and then inference with Windows Machine Learning in a UWP application.

Using TensorFlow-DirectML for online courses

Adele Parsons May 25, 2021 May 25, 2021 05/25/21

Learn about the easiest way to get GPU acceleration for Jupyter Notebooks on Windows 10 and WSL.