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.

Soluto

Python Flask Sklearn Docker Template