Model Builder is a simple UI tool that runs locally for developers to build, train and ship custom machine learning models in your applications. Try Model Builder preview now!.
Developers with no ML expertise can use this simple visual interface to connect to their data stored in files, SQL Server and more for training the model.
Model Builder leverages best in class automated machine learning (AutoML) to evaluate different models. It produces the best model for your scenario without any tuning required from the developer.
At the end, developers can generate code for training and consuming this model in their applications.
This readme provides the following details for Model Builder:
Model Builder can be installed on Visual Studio 2017/ 2019. You can install it by clicking "Download" from the Visual Studio Marketplace
- Visual Studio 2017 15.6 or later or Visual Studio 2019
- All SKU's of Visual Studio
- .NET Core 2.1 SDK
This is the first preview of Model Builder and has the following limitations. We are actively working on improving the experience in the future releases.
- There is a limit of 1GB on the training dataset.
- SQL Server has a limit of 100K rows for training
- Microsoft SQL Server Data Tools for Visual Studio 2017 is not supported.
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