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Machine learning model cookiecutter template

Description

Cookiecutter template for a machine learning project. Docker containerized app that is tested and deployed with Jenkins to an argoCD managed K8s cluster.

model/app.py src/ tests/ notebooks/

are recommendation model specific which serves as an example for how to package the model in a flask app.

Requirements

  1. cookiecutter
  2. ECR repo to push docker container to.
  3. argoCD app

Initialize

$cookiecutter [email protected]:rauner/ml_project_cookiecutter_template.git

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