Notebook The Larger Jupyter Team @jupyterlab on GitHub - - PowerPoint PPT Presentation

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Notebook The Larger Jupyter Team @jupyterlab on GitHub - - PowerPoint PPT Presentation

Sep 13, 2023 143 likes •278 views

Chris Colbert, Jupyter Steven Silvester, Quansight Afshin Darian, Jupyter Ian Rose, Berkeley Jason Grout, Bloomberg Brian Granger, Cal Poly JupyterLab: Jessica Forde, Jupyter Grant Nestor, Cal Poly The Evolution of the Jupyter Cameron

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SLIDE 1

JupyterLab: The Evolution of the Jupyter Notebook

Chris Colbert, Jupyter Steven Silvester, Quansight Afshin Darian, Jupyter Ian Rose, Berkeley Jason Grout, Bloomberg Brian Granger, Cal Poly Jessica Forde, Jupyter Grant Nestor, Cal Poly Cameron Oelsen, Cal Poly Fernando Perez, LBNL/Berkeley Cal Poly Interns The Larger Jupyter Team @jupyterlab on GitHub @ProjectJupyter on Twitter

Vidar Tonaas Fauske, Simula

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SLIDE 2

The Jupyter Notebook

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SLIDE 3

Jupyter Notebook

A Jupyter Notebook document with a visualization of measles data.

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SLIDE 4

Jupyter Notebook

  • Interactive, browser-based computing environment
  • Exploratory data science, ML, visualization, analysis, stats
  • Reproducible document format:
  • Code
  • Narrative text (markdown)
  • Equations (LaTeX)
  • Images, visualizations
  • Over 50 programming languages
  • Everything open-source (BSD license)

Interactive, Exploratory, Reproducible

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SLIDE 5

Classic Jupyter: More Than Just Notebooks

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SLIDE 6

Kernels Output Text Editor Terminal File Browser Notebooks

Building Blocks

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SLIDE 7

Introducing JupyterLab

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SLIDE 8

JupyterLab: Integrated Experience

  • Work with the building blocks in a flexible and

integrated manner

  • Modern JavaScript development: npm-based

packaging, Typescript, phosphor.js

  • Clean model/view separation
  • Well separated public/private APIs
  • Fully extensible by third parties
  • High performance
  • Design!
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SLIDE 9

July 2018

  • https://github.com/jupyterlab
  • ~3 years worth of development
  • ~100 contributors, ~60 components
  • ~2,500 releases (npm+python)
  • Over 12,000 commits
  • Currently Beta

JupyterLab Today

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SLIDE 10

Roadmap

  • Beta released in January, Beta 3 coming in July
  • For all users
  • For adventurous extension developers
  • 1.0 this year
  • For all users, extension developers
  • Eventually:
  • Classic notebook will be retired

JupyterLab Beta: Use It Today

conda install -c conda-forge jupyterlab

  • r pip install jupyterlab
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SLIDE 11

Live Demos!

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SLIDE 12

Thank You!

JupyterCon, Aug 21-25, New York

conda install -c conda-forge jupyterlab

  • r pip install jupyterlab

jupyter-research-facilities@googlegroups.com