The official repository of the Software Quality Model for Machine Learning.

The repository contains the documentation for the Software Quality Model for Machine Learning (found in the docs directory), as well as the source code (in the code directory) used to generate the results presented in the paper "How Good Are Your Best Practices? A Framework to Prioritize Software Quality Practices for Machine Learning Systems".

The code contains the notebook results.ipynb which includes all the results that are presented in the paper. To reproduce the results, follow instructions found in the README.md in the code directory.

Deploying the GIthub page

To deploy the Github page, make sure to:

• pip install mkdoc
• pip install mkdocs-material

Run: mkdocs gh-deploy to deploy the changes