Python Flask Sklearn Docker Template

Overview

The python-flask-docker-sklearn-template is a simple example of a Python API for real-time machine learning. It demonstrates the use of Flask, Docker, and the scikit-learn library to create a linear regression model that can be used to make predictions.

Features

• Simple example of a Python API for machine learning
• Uses Flask framework for handling requests and responses
• Uses Docker for easy deployment and portability
• Creates and saves a simple linear regression model on initialization
• Loads the model for prediction when a request is made

Summary

The python-flask-docker-sklearn-template is a deprecated repository that provides a simple example of a Python API for real-time machine learning. It demonstrates the use of Flask, Docker, and scikit-learn to create and deploy a linear regression model. The installation guide outlines both Docker and local development setup, including code snippets for running the application and making sample API requests.