jupyter-text2code

Why we included this project

For anyone who lives in Jupyter notebooks doing data analysis, this extension takes a plain-English request like 'show the mean of each column' and turns it into pandas code you can review and run in the same cell. It uses the Universal Sentence Encoder to match your query against a set of supported commands, so you get a proposed snippet rather than a hidden process. That makes it a practical way to learn the pandas API and a timesaver when you know the operation but forget the exact syntax. The project is explicitly a proof of concept, so treat it as a working example of what notebook-level language assistants can look like, and plan to test it against your own data before leaning on it daily.