Hi Everyone,
I am Saikat Dutta, a faculty member at Cornell University. My research group focuses on developing quality assurance tools for Machine Learning systems. We are developing a new tool for testing Jupyter Notebooks called NBTest. 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 during development. We are looking for feedback on this tool and to learn more about different use cases for testing jupyter notebooks.
More importantly, I am looking forward to connecting with the broader jupyter community!