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cookiecutter-ml's Introduction

A template repo for Machine learning projects

Features

  • Includes a github action workflow to run pytests and deploy to kubernetes cluster on push to main branch
  • Uses pyproject.toml to manage dependencies and uses poetry for dependency management
  • Uses docker to build and push docker images
  • Uses kubernetes to deploy docker images
  • While setting up, following parameters are asked:
{
  "repo_name": "ml", 
  "project_name": "ml (Used in pyproject toml, default same as repo_name)",
  "project_version": "0.0.1",
  "project_description": "ML",
  "project_author": "Mohit Sharma",
  "python_version": "^3.11",
}

cookiecutter-ml's People

Contributors

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Watchers

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