Do not misuse Jupyter, understand the limitations -- "Notebooks are McDonalds of Code."
Books
Teaching and Learning with Jupyter An open book about Jupyter and its use in teaching and learning.
Tools
seeM/Jim: Jim is a simple, beautiful Jupyter notebook editor for macOS (last commit in 2023)
nbdev – Create delightful software with Jupyter Notebooks Write, test, document, and distribute software packages and technical articles — all in one place, your notebook.
voila -- Voilà allows you to convert a Jupyter Notebook into an interactive dashboard that allows you to share your work with others.
Alternatives / Improvements
marimo "is a reactive notebook for Python that models notebooks as dataflow graphs: run a cell or interact with a UI element, and marimo automatically runs affected cells, keeping code and outputs consistent and preventing bugs before they happen. Every marimo notebook is stored as pure Python, executable as a script, and deployable as an app." ;Lessons learned reinventing the Python notebook | marimo
nteract "NATIVE INTERACTIVE NOTEBOOKS"
In other languages
See also: srcbookdev/srcbook: JS/TS notebook for typescript.
Clerk in clojure is another alternative to jupyter note books.
Livebook.dev is for elixir.
See Data Apps for frameworks.