indrapaul824 / E2E-ML-Project-Template

End to End ML Project Template

A generic End-to-End Machine Learning project structure template which can be used to kickstart literally any ML Project.

Steps followed to build this template

Day 1: Project Setup

1. Create a new Project folder in your local machine with the following files:

   .
   ├── environment.yml
   ├── Makefile
   ├── README.md
   ├── requirements
   │   ├── dev.in
   │   └── prod.in
   ├── setup.py
   ├── src
       └── __init__.py

2. Open the terminal and navigate to the project folder and call the make command that you defined in the Makefile:

   make setup

3. This will create a conda environment. It will also build the package and install it in the environment. It will also install the dev and prod requirements.

4. Create a GitHub repository, init your local folder and add, commit and push the files to the repository.