Try out NBTest: A smarter tool for testing jupyter notebooks #946
Description
Title: Try out NBTest: A smarter tool for testing jupyter notebooks
Hi tsai developers,
We’re researchers at Cornell University focused on quality assurance for machine learning workflows (our group). We noticed you’ve previously used nbdev, a notebook-driven development platform that makes debugging the code much easier.
We’d love to introduce you to NBTest, a new tool we’ve developed that builds on nbdev’s core ideas—but goes significantly further for ML-specific use cases.
NBTest automatically detects key machine learning metrics (like dataset statistics and model performance) and generates statistically sound assertions. This helps catch subtle regressions and inconsistencies that traditional tools may miss.
Getting started is simple—you can follow our installation and usage instructions and start integrating it into your notebooks in minutes.
We’d be excited if you gave it a try, and we’d love to hear your thoughts. If you're interested, we’d also be happy to set up a quick chat to talk more!
Best regards,
Elaine