ML.NET vs. ONNX Comparison


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About ML.NET is a free, open source, and cross-platform machine learning framework designed for .NET developers to build custom machine learning models using C# or F# without leaving the .NET ecosystem. It supports various machine learning tasks, including classification, regression, clustering, anomaly detection, and recommendation systems. ML.NET integrates with other popular ML frameworks like TensorFlow and ONNX, enabling additional scenarios such as image classification and object detection. It offers tools like Model Builder and the ML.NET CLI, which utilize Automated Machine Learning (AutoML) to simplify the process of building, training, and deploying high-quality models. These tools automatically explore different algorithms and settings to find the best-performing model for a given scenario.	About ONNX defines a common set of operators - the building blocks of machine learning and deep learning models - and a common file format to enable AI developers to use models with a variety of frameworks, tools, runtimes, and compilers. Develop in your preferred framework without worrying about downstream inferencing implications. ONNX enables you to use your preferred framework with your chosen inference engine. ONNX makes it easier to access hardware optimizations. Use ONNX-compatible runtimes and libraries designed to maximize performance across hardware. Our active community thrives under our open governance structure, which provides transparency and inclusion. We encourage you to engage and contribute.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience .NET developers searching for a tool to incorporate machine learning capabilities into their applications using familiar languages and tools	Audience Individuals wanting an advanced Machine Learning solution
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Microsoft Founded: 1975 United States dotnet.microsoft.com/en-us/apps/ai/ml-dotnet	Company Information ONNX onnx.ai/
Alternatives Alibaba Cloud Machine Learning Platform for AI Alibaba Cloud	Alternatives ExecuTorch
TensorFlow	OpenVINO Intel
AWS Neuron Amazon Web Services	NVIDIA Triton Inference Server NVIDIA
Azure Machine Learning Microsoft	Azure Machine Learning Microsoft
Apache Mahout Apache Software Foundation View All	Qualcomm Cloud AI SDK Qualcomm View All
Categories AI/ML Model Training Supported Machine Learning Supported	Categories AI Inference Supported Machine Learning Supported ML Model Deployment Supported

Integrations .NET Supported Azure SQL Edge Not Supported Bing Supported C# Supported Cirrascale Not Supported F# Supported Flyte Not Supported Google Cloud AutoML Supported Higson Not Supported Intel Open Edge Platform Not Supported LaunchX Not Supported Microsoft Defender Antivirus Supported Microsoft Outlook Supported Microsoft Power BI Supported ONNX Supported OpenVINO Not Supported Qualcomm AI Hub Not Supported Qualcomm Cloud AI SDK Not Supported SiMa Not Supported TensorFlow Supported Show More Integrations View All 10 Integrations	Integrations .NET Not Supported Azure SQL Edge Supported Bing Not Supported C# Not Supported Cirrascale Supported F# Not Supported Flyte Supported Google Cloud AutoML Not Supported Higson Supported Intel Open Edge Platform Supported LaunchX Supported Microsoft Defender Antivirus Not Supported Microsoft Outlook Not Supported Microsoft Power BI Not Supported ONNX Not Supported OpenVINO Supported Qualcomm AI Hub Supported Qualcomm Cloud AI SDK Supported SiMa Supported TensorFlow Not Supported Show More Integrations View All 12 Integrations
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