how this differ from ml.net

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Windows AI docs

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how this differ from ml.net #15

Closed vscodewinodws closed 6 months ago

vscodewinodws commented 5 years ago

can some one explain how this one differs from ml.net and what are pros and cons between windows ml and ml.net ?

Document Details

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ID: e526d827-05b8-8e9a-80f5-c43562c1e182
Version Independent ID: d8ea3163-5966-754a-0773-c4b40dd12654
Content: Windows Machine Learning
Content Source: docs/windows-ml/index.md
Product: machine-learning
GitHub Login: @rosanevallim
Microsoft Alias: rovalli

Sebosek commented 4 years ago

Hi, by my humble opinion Windows ML is a set of native API in Windows OS compared to ML.NET is a framework for multiplatform CoreRT (.net core runtime), so it's not bound with Windows and your machine learning predictions can run basically on any platform (supported by .net core). A good kind of question could be: how much faster is Windows ML compared to ML.NET...?

popasUC commented 4 years ago

One main difference, if I understand correctly, is that Windows ML cannot train, it can only use TRAINED models (1st paragraph in the Overview section above: "With Windows ML, developers can use trained ML models"). Another aspect might be that Windows ML seems to be limited to the ONNX format only.

QuinnRadich commented 6 months ago

This repo has changed significantly since this issue was first raised, and further changes are upcoming. As such, I'm going through and closing many of these stale issues which sat unassigned for a long while.