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#notebooks

Best open-source notebook tools and runtimes (2026)

These projects are built around Jupyter notebooks, covering version control, parameterized runs, web-based notebooks, and packaging a repository into a runnable environment. Start with your bottleneck. For messy Git diffs, jupytext stores notebooks as plain Markdown or script files. For running notebooks in batches with different parameters, papermill works from the command line or a Python API. livebook is a web notebook for Elixir, and repo2docker turns a repository into a reproducible Docker image.

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