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Microsoft Released ML.NET 3.0: Deep Learning and Data Processing Improvements
ML.NET version 3.0 has been officially released, introducing new features and enhancements. Notably, deep learning capabilities have been significantly expanded with advancements in Object Detection, Named Entity Recognition, and Question Answering and more.
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The Sentence Similarity Scenario in ML.NET Model Builder
Microsoft recently published information about adding the Sentence Similarity scenario in Model Builder. This scenario allows the training of custom sentence similarity models. Together with the addition of this scenario to the Model Builder, it is no longer necessary to install the Model Builder GPU extension.
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ML.NET 2.0 Release Contains New NLP APIs and AutoML Updates
Microsoft announced the release of ML.NET 2.0, the open-source machine learning framework for .NET. The release contains several updated natural language processing (NLP) APIs, including Tokenizers, Text Classification, and Sentence Similarity, as well as improved automated ML (AutoML) features.
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.NET News Roundup - Week of March 15th, 2021
It's been a busy week for the .NET community, with the release of the new Azure SDK, multiple Akka.NET plugins, and the streaming of Include 2021, a digital event host by Microsoft focused on diversity and inclusion. InfoQ examined these and a number of smaller stories in the .NET ecosystem from the week of March 15th, 2021.