NUS Show Lab releases Code2Video, a framework that builds lessons through code

Show Lab at the National University of Singapore (NUS) has released Code2Video, a framework that renders educational videos by writing and running executable Python code rather than generating pixels directly as conventional methods do. The work, described in the paper "Code2Video: A Code-centric Paradigm for Educational Video Generation," was posted to arXiv in October 2025 and accepted to ICML 2026. Code, datasets and sample videos are available on GitHub and a project page.