Ml Endpoint Docker Gunicorn Flask

screenshot of Ml Endpoint Docker Gunicorn Flask

Ml Endpoint Docker Gunicorn Flask

Overview

The ml-endpoint-docker-gunicorn is a Docker image that combines Flask and Gunicorn web framework to act as an API server. It is designed to handle machine learning details and can be used with front-end web applications built on JavaScript or TypeScript.

Features

  • Flask and Gunicorn: Combines Flask and Gunicorn web framework to create a powerful API server.
  • Machine Learning Support: Designed to handle machine learning details and serve as a backend for machine learning models.
  • Easy Deployment: Can be easily deployed using Docker for fast and efficient setup.

Installation

To install the ml-endpoint-docker-gunicorn theme, follow these steps:

  1. Build the Docker image using the Dockerfile provided.
docker build -t ml-endpoint .
  1. Run the Docker container from the image.
docker run -d -p 8000:8000 --name ml-server ml-endpoint
  1. Access the API server running on http://localhost:8000.

Summary

The ml-endpoint-docker-gunicorn is a Docker image that combines Flask and Gunicorn web framework to act as a powerful API server. It provides machine learning support and can be easily deployed using Docker. With its easy installation process, it is a convenient choice for developers looking to create backend APIs for their machine learning models.