eliavw/cookiecutter-datascience-experiments

Cookiecutter for datascience experiments

Cookiecutter-datascience

Cookiecutter template for datascience projects.

Usage

To start a new project from this cookiecutter, install cookiecutter (duh) and then do;

cookiecutter gh:eliavw/cookiecutter-datascience

Future work

This is still a work in progress and will likely never be finished. However, everything can always be done better.

Some ideas for new, extra features are;

• CI on github
• Edit setup.py so that it parses dependencies-deploy.yaml and adds them to setup.cfg automatically. Also, as a policy; adopt pip first, conda second. For python packages, everything has to be in pip anyways.
• Auto-generate API docs from docstrings
• Unittest docs and code style
• Generate tests from notebooks
• git hooks

Unintended side-effect

This repo is also basically an example of how you can also make your own cookiecutter!