[dotnet-ai] ML.NET training and deployment#241
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Adds the mlnet skill covering classical ML, deep learning via TorchSharp, AutoML, and the full train-evaluate-deploy lifecycle. Includes reference files for custom transforms, DataFrame, and TorchSharp. Fixes dotnet#229 Part of dotnet#225 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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.NET 10 is the current LTS (released Nov 2025). .NET 8 reaches end-of-support Nov 2026. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Fixes #229
Part of #225
Dependencies
Summary
Adds the
mlnetskill covering the full ML.NET lifecycle: classical ML (classification, regression, clustering, anomaly detection, ranking, recommendation, forecasting) and deep learning via TorchSharp-backed trainers (image classification, object detection, NER, QA, text classification, sentence similarity).Includes three reference files for deeper guidance on custom transforms, DataFrame for data preparation, and TorchSharp for custom neural network architectures.
Changes
plugins/dotnet-ai/skills/mlnet/SKILL.mdplugins/dotnet-ai/skills/mlnet/references/custom-transforms.mdplugins/dotnet-ai/skills/mlnet/references/dataframe.mdplugins/dotnet-ai/skills/mlnet/references/torchsharp.mdtests/dotnet-ai/mlnet/eval.yamlKey Packages
Microsoft.ML(core)Microsoft.ML.AutoML(AutoML)Microsoft.ML.TorchSharp(deep learning trainers)TorchSharp(standalone custom architectures)Validation
name,description)