GitHub Actions for Machine Learning

I talked about “GitHub Actions for Machine Learning” at Global AI On Tour Mumbai today. We discussed the importance of incorporating CI/CD in ML engineering. We took a small demo that uses scikit-learn and GitHub Actions to automate certain parts of an ML Project and lets a bot comment on a PR with the latest experimental results.

Deck is here -

Nice work!

One small comment getting the PR number should be as simple as using ${{ github.event.number }} you shouldn’t need to make an extra curl request and parse the result. But, it’s hardly a big deal…

Thanks for sharing!