~/talk

The First Notebook War

Talkat PyData DC 2018 · on Friday, 2018-11-16· [developer-experience]
links:none on file
slides:none on file

A public spat claims notebooks break basic software engineering—modularity and code reuse—while proponents show concrete fixes: JupyterLab as an IDE, Jupytext to pair scripts and notebooks, Binder and Google Colab to launch reproducible environments (Colab offering free GPUs), nb­dime for notebook diffs, and R Markdown as a plain‑text alternative friendly to version control. The argument produces tooling, examples of pipelines and paired script workflows, and no clear winner—practice and tooling decide.

AI-written summary · about

  1. 0:00Introduction
  2. 1:31Origin of the war
  3. 5:04What are Jupyter Notebooks
  4. 6:32Criticism of Jupyter
  5. 9:01JupyterLab advantages
  6. 10:48R Markdown alternative
  7. 11:52Why use notebooks
  8. 13:20Notebook tools and platforms
  9. 15:53Working with scripts
  10. 16:37Better Python modules
  11. 19:54Project structure and deployment
  12. 20:56Q&A
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