ML.NET 2.0 Recognizes Similar Sentences

Luis Quintanilla from Microsoft just announced the release of ML.NET 2.0. The new version comes with a new Model Builder. It also offers some new machine learning features:

• Text classification scenario in Model Builder (based on NAS-BERT)
• Sentence Similarity API
• Tokenizer API for Natural Language Processing
• Simplified AutoML processing with automated data preprocessing, preconfigured pipelines, and more
• Ability to choose trainers and evaluation metric

ML.NET is Microsoft’s machine learning framework. It is an open, and cross-platform solution that makes it easy to get into machine learning. Among various features it has a Model Builder, a visual GUI to create a model. With ML.NET you can analyze the sentiment of consumers, build product recommendation systems, predict prices, segment customers, detect objects, analyze card transactions for fraud, detect sales spikes, or classify images.

ML.NET provides an API for C# and F# programming languages.

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