Programmatic Notebooks with papermill

Speaker

Matthew Seal

Material

• video
• slide

Note

• papermill

• scrapbook

• The bad side of Jupyter notebook

  • Lack of history
  • Difficult to test
  • Mutable document
  • Hard to parameterize
  • Live collaboration

Filling the Gaps - papermill

• Things to preserve
  • results linked to code
  • good visuals
  • easy to share
• Things to improve
  • not versioned
  • mutable state
  • templating

New Users & Extensions

• Easy to extend
  • They're all component

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