~/talk

Interactive Computing with Jupyter and Almond

Talkat Scala Days Lausanne 2019 · 2019-06-11..06-13· [scala, data-science]
links:none on file
slides:none on file

Almond brings Ammonite’s REPL features into Jupyter so Scala gets import $ivy dynamic dependency resolution, syntax highlighting, pretty printing, completion and type hints inside notebook cells. The Almond display API embeds HTML/SVG/JS and widgets like a progress bar and live-updating outputs. The repo demos run on Binder so you can launch a Docker notebook server and the Spark integration works for interactive exploration though there’s no built-in paging for large tables. Multi-user setups use JupyterHub per-user servers.

AI-written summary · about

  1. 0:00Start
  2. 1:20Interactive Feedback Loop
  3. 2:22Interactive Computing
  4. 11:48Code Cells
  5. 21:18Jupiter Notebook
  6. 22:15Ipython Notebook Interface
  7. 23:16Components
  8. 24:17Front Ends
  9. 26:19Dynamic Dependency Resolution
  10. 27:29Auto Completion
  11. 39:46Recap
  12. 41:19Using Elmen in a Teaching Environment
  13. 45:36Is There a Way To Load Your Own Libraries
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