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papermill is a Python library and command-line tool that transforms Jupyter Notebooks into repeatable, parameterized workflows by allowing users to define editable parameters within notebooks and then programmatically execute them with different inputs. Instead of manually opening and running a notebook inside JupyterLab or Notebook every time, Papermill lets you inject new values into a specially tagged parameters cell and execute the entire notebook automatically via a script or automation pipeline, which enables robust automation of data analysis, reports, and experiments. ...

...Core Features: - Live Blocks : Embed GitHub repositories, notes, links, and files side-by-side. - Spatial Organization : Move beyond abstract hierarchies; use space to define relationships. - Snapshots : Access past versions of the workspace to see how decisions and context evolved. - Multiplayer : Collaborate in real-time to maintain a shared mental model for the whole team. - Magic Paste : Instantly convert URLs, text, or images into structured blocks automatically. - Self-Hosted : Maintain full data ownership with a simple, secure Docker deployment.

Console based notepad number cruncher makes calculations fast and simple, yet with ample features under the hood. With log turned on, you can record your session on-the-fly from any open instance of the program.