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Making an API including a Model

In this project, we are going to make an API with Flask FastAPI. This app includes a LogistRegression model. About the data it will be the Scikit-Learn iris dataset.

Installation

pip install -r requirements.txt

This file contains the librairies we need:

  • Flask
  • FastAPI
  • Uvicorn
  • Scikit-learn

First run

At the root of the project open a new terminal then run the command uvicorn main:app --host 0.0.0.0 --port 80

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Machine Learning With FlaskAPI Project

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