This is a template for machine learning projects using Copier. You can find the code on GitHub: ‣.

Features

100% environment reproducibility between developers:
- Linux
- macOS
- (Windows support untested)
Python development environment with testing, linting, and formatting
Support for common machine learning frameworks:
Support for experiment tracking
VS Code support
Utilities for helping with data files and integrations

Quickstart

You first need to install Copier and Jinja2’s time extension:

pip3 install copier jinja2_time

Then you can create a project using this template:

copier copy --trust "<https://github.com/sophie-katz/copier-ml>" --vcs-ref=0.1.0 <PROJECT DIRECTORY>

You’ll need to answer a bunch of questions about your project, and it may take a minute to fully set up.

<aside> ❗ This template uses some features that are not immediately obvious. Please look at this page for more information:

</aside>