dotnet/machinelearning-samples resource

Health v2 · maintenance only

Adoption not part of the score

4686 stars · 2672 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

The official samples repository for ML.NET, Microsoft's cross-platform machine learning framework for .NET. It contains getting-started console samples for each ML task (in C# and F#) as well as end-to-end web and desktop apps infused with ML.NET models.

Use cases

• learn how to do sentiment analysis in C# with ML.NET
• example code for training a machine learning model in .NET
• spam detection sample for .NET developers
• credit card fraud detection example with ML.NET
• build a recommendation system in C#
• end-to-end sample app with machine learning in .NET
• get started with ML.NET as a beginner

When to choose

• you are a .NET developer learning machine learning with ML.NET
• you want copy-paste-ready C# or F# examples for common ML tasks
• you need reference implementations of ML scenarios like classification, regression, or recommendation

When to avoid

• you need a production machine learning framework itself rather than examples
• you work outside the .NET ecosystem (e.g., Python, JVM)
• you need cutting-edge deep learning research code

Facets

learning-resource · maturity active

machine-learning nlp data-science machine-learning tutorials developer-tools cross-platform windows dotnet ml.net samples csharp fsharp binary-classification sentiment-analysis recommendation anomaly-detection automl linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="dotnet/machinelearning-samples")