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project-ideas.md

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Project Ideas

Use this document to give you ideas of the types of problems you can solve using Machine Learning and ML.NET.

  • Contribute to ML.NET
    • Implement a new algorithm
    • Implement interpretability techniques
    • Build tooling
    • Contribute samples
  • Contribute to .NET Interactive
    • Build ML.NET specific extensions
  • Contribute to MLOps.NET
    • Add interpretability capabilities
  • Contribute to TensorFlow.NET
    • Integrate object detection API with ML.NET
  • Contribute to TorchSharp
    • Integrate it with ML.NET
  • ML.NET powered virtual agent / chatbot
  • Forecast sales
  • Predictive maintenance
  • Automated visual inspection
  • Recognize digits
  • Handwritten equation solver
  • Facial recognition to detect mood
  • Social media post sentiment analysis

You can also reference last year's submissions.

Ready to get started? Create a project.