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Visual Studio Tools for AI
Return to Azure Machine Learning Services
“Work with your ONNX models from Visual Studio Code Tools for AI. Easily convert models from popular Machine Learning toolkits to the ONNX format through WinML tools and programmatically call services to integrate with Azure Machine Learning Services.
Build deep learning models and call services straight from your favorite IDE easier with Azure Machine Learning services built right in. Create a seamless developer experience across desktop, cloud, or at the edge.”
Visual Studio Tools for AI is a development Visual Studio extension to build, test, and deploy Deep Learning / AI solutions. It features a seamless visual_studio_tools_for_aiintegration with Azure Machine Learning, notably a run history view, detailing the performance of previous machine learning trainings and custom metrics. It offers a samples explorer view, allowing to browse and bootstrap new project with Microsoft Cognitive Toolkit (previously known as CNTK), Google TensorFlow, and other deep-learning frameworks. Finally, it provides an explorer for compute targets, which enables you to submit jobs to train models on remote environments like Azure Virtual Machines or Linux servers with GPU. It also provides a facilitated access to Azure Batch AI.“