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ML.NET CLI using AutoML capabilities (Specs document for discussion) #2694

@CESARDELATORRE

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@CESARDELATORRE

We're starting to work on a new ML.NET CLI (command-line tool) which aims to help developers to generate "best models" and their related C# ML.NET code (using .NET AutoML capabilities under the covers) so you don't need to be an expert in ML.NET algorithms and hyper-parameters in order to create a model and the C# code to train and score/run that model.

I just created a PR with the initial specs we are thinking to target for the first preview versions, so anyone in the community can share their feedback and help us to improve the design of this CLI tool for ML.NET.

ML.NET CLI specs PR

Feel free to share your feedback for the PR, we will really appreciate it.

High level plan:

The initial design and development will be performed under a PRIVATE PREVIEW we'll make available for public enrollment in March 2019.
In the meantime, we'd love to get your feedback about this mentioned ML.NET CLI specs doc.

Related issues:
#1203

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    AutoML.NETAutomating various steps of the machine learning processP3Doc bugs, questions, minor issues, etc.command-lineIssues pertaining to the command-line interface

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