Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Announcing ML.NET 1.4 general availability (Machine Learning for .NET) #135

Open
CESARDELATORRE opened this issue Nov 8, 2019 · 0 comments

Comments

@CESARDELATORRE
Copy link

@CESARDELATORRE CESARDELATORRE commented Nov 8, 2019

This week (coinciding with Microsoft Ignite 2019) we announced the release of ML.NET 1.4 GA.
There are many new features such as:

  • New Deep Learning Image Classifier (GA): GPU support for training and inference Image Classifier ML models.

  • Database Loader (GA): You can train your model with data directly from any relational database supported by System.Data.

  • Enhanced for .NET Core 3.0 (GA): Performance improvements thanks to hardware intrinsics feature in .NET Core 3.0.

  • PredictionEnginePool for scalable deployments (GA): Recommended approach for multi-threaded scalable apps such as ASP.NET Core apps/services and Azure Functions

  • ML.NET and .NET support in Jupyter notebooks: You can now run any .NET code (C# / F#) in Jupyter notebooks and therefore run ML.NET code in it as well. Great for exploring and documenting model training experiments, data distribution exploration, data cleaning, plotting data charts, learning scenarios such as ML.NET courses, hands-on-labs and quizzes, etc.

See details in the following Blog Posts:

@dotnet dotnet locked and limited conversation to collaborators Nov 8, 2019
Sign up for free to subscribe to this conversation on GitHub. Already have an account? Sign in.
Projects
None yet
1 participant
You can’t perform that action at this time.