/sklearn-dotnet

Primary LanguageC#

Overview

This repository contains the code example from Deploy Sci-kit Learn models in .NET Core Applications

Running locally

Training

  • From the /training directory, run pip install -r requirements.txt to install the required packages
  • Run python train.py to build and train the model

Inference

The ASP.NET Core inference application can be run either via the the dotnet Command-line tools, or via Docker

  • Using the dotnet Command-line tools:
    • From the /inference directory, run dotnet run
  • Using Docker
    • From the /inference directory, run docker build -t sklearn-dotnet .
    • Run docker run -p 80:80 sklearn-dotnet