Machine Learning ML.NET Framework for AspNetCore WebAPI

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The problem when running/scoring an ML.NET model in multi-threaded applications comes when you want to do single predictions with the PredictionEngine object and you want to cache that object (i.e. as Singleton) so it is being reused by multiple Http requests (therefore it would be accessed by multiple threads). That’s is a problem because the Prediction Engine is not thread-safe ML.NET issue, Nov 2018.

• How-To: Serve Machine Learning Model Through ASP.NET Core Web API
• How to optimize and run ML.NET models on scalable ASP.NET Core WebAPIs or web apps
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