open-science

Discover and use SSH compute hosts. Load when you need to run remote commands or submit long-running jobs with automatic harvest and analysis.

Use when a notebook run fails on a missing package (ImportError, ModuleNotFoundError, "there is no package called"), or when you need to install, add, or manage Python or R packages for the notebook runtime. Covers routing Python vs R through the manage_packages tool, why in-cell %pip/!pip/install.packages() and OS installers are forbidden, restarting the kernel after an install, and when to stop and ask the user.