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Bet.Extensions.ML.Azure

Bet.Extensions.ML.Azure

GitHub license Build status NuGet Nuget feedz.io

The second letter in the Hebrew alphabet is the ב bet/beit. Its meaning is "house". In the ancient pictographic Hebrew it was a symbol resembling a tent on a landscape.

Note: Pre-release packages are distributed via feedz.io.

Summary

This goal of this repo is to add support for Azure Blob Storage for ML.NET library. It allows for monitoring of the models in Azure Storage and triggers the reload if a new model has been uploaded. In the scenarios when ML.NET model generation is being generated out of process it is helpful to get notification to the consuming application about the need to reload the Model.

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Install

    dotnet add package Bet.Extensions.ML.Azure

Usage

For complete examples please refer to sample projects:

  1. Bet.AspNetCore.Sample - AspNetCore Web App with spam prediction models.
  2. Bet.Hosting.Sample - DotNetCore Worker based scheduled job for generating ML.NET Models.