MLOpsPython

A real demo of Deep Learning project with preprocessing from development to production using code, ops and Machine Learning best practices. Production is a real time REST API.

Getting Started

Requirements, Download and install:

• Pycharm: https://www.jetbrains.com/pycharm/
• Python 3.11 : https://www.python.org/downloads/
• Git: https://git-scm.com/downloads
• Docker-desktop: https://www.docker.com/products/docker-desktop/
• Bruno: https://www.usebruno.com/
• NodeJS 18.x: https://nodejs.org/en/download/

On windows your have to use "GitBash" only because all commands are linux bash commands.

git clone https://www.github.com/guillaume-chervet/MLOpsPython

cd MLOpsPython
chmod +x Makefile
# If you have poetry installed
./Makefile 0.14.5

cd production
docker-compose up
# webapp is now available at : http://localhost:4000
# api is available at : http://localhost:8000/health

Workshop to initialize your own repository

• Workshop to initialize your own repository

Contribute

• How to run to contribute
• Please respect our code of conduct