Jupyter's Phenomenal Growth

Presentation Title

Jupyter's Phenomenal Growth: What's Next for San Diego

Abstract

Over the past five years, the Jupyter notebook has become a "de facto" standard in Data Science, Science, and Education. Project Jupyter received the 2017 ACM Software System Award for Jupyter, a broad collaboration that develops open source tools for interactive computing, with a language-agnostic design.

I'll share a brief look at San Diego's history with Project Jupyter and its growth locally. I will share some updates from our annual Jupyter team meeting (which occurs the week before the meetup) especially about JupyterHub, Binder, JupyterLab, and visualizations. I'll wrap up with a bit about Python, R and Julia's use with Jupyter and open up the discussion for questions.

Transcript

1. 
 Jupyter Team Carol Willing SD Meetup March 20, 2019 @WillingCarol Jupyter's Phenomenal Growth: What's next
4. Tools and Community @WillingCarol
5. Data Science & Science PyData AI Machine Learning Visualization Fernando Perez Creator, IPython & Jupyter
6. Project Jupyter Mission
7. Learning and computational ideas Usability Reproducibility Collaboration Prediction Recommendation Classification
8. Jupyter Notebook A Jupyter Notebook document with a visualization of measles data.
9. Anatomy of a notebook http://adamrule.com/files/papers/chi_2018_computational_notebooks_final_web.pdf https://blog.jupyter.org/we-analyzed-1-million-jupyter-notebooks-now-you-can-too- guest-post-8116a964b536 Structure and design • Adam Rule et al. • analyzed 1 million notebooks • design opportunities
10. jupyter.org
11. Jupyter ‣ Growth ‣ ACM Award ‣ Industry adoption ‣ Creative uses ‣ Open Source Book
12. Notebooks and Workflows @WillingCarol
13. JupyterLab Try it on Binder. next-generation, web-based, extensible user interface for Jupyter
14. Introduction to Mechanical Vibration (Jason Moore & Kenneth Lyons) http://www.moorepants.info/blog/introducing-resonance.html
15. nteract ReactJS front end
16. nteract Enterprise data workflows
17. Cloud and Groups @WillingCarol
18. zero-to-jupyterhub.readthedocs.io
20. @WillingCarol JupyterHub: Deploy with Kubernetes https://zero-to-jupyterhub.readthedocs.io/en/latest/
21. Architecture authenticators, spawners, services
22. 
 Digital Ocean Jetstream Google Cloud AWS Your Ubuntu 18.04 server @WillingCarol
23. Documentation @WillingCarol the-littlest-jupyterhub.readthedocs.io
24. https://blog.jupyter.org/binder-2-0-a-tech-guide-2017-fd40515a3a84 https://elifesciences.org/labs/8653a61d/introducing-binder-2-0-share-your- interactive-research-environment https://www.nature.com/articles/d41586-018-01322-9 mybinder.org
25. Build your own BinderHub https://binderhub.readthedocs.io/en/latest/
26. BinderHub Architecture
27. repo2docker https://repo2docker.readthedocs.io
29. Interactivity and Visualization @WillingCarol
30. ‣ High level: WebAssembly and Javascript ‣ Low level: Rust ‣ wasm-bindgen wasm-pack ‣ Install using pip Improving Jupyter widgets and using with Python
31. https://youtu.be/5dl_m_6T2bU?t=7
32. https://github.com/data- exp-lab/rust-yt-tools/ npm package @data- exp-lab/yt-tools Irber Junior LC. Oxidizing Python: writing extensions in Rust [version 1; not peer reviewed]. F1000Rese arch 2018, 7(ISCB Comm J):955 (poster) (https://doi.org/ 10.7490/ f1000research. 1115726.1) https://github.com/ munkm/widgyts
34. ipyvolume https:// towardsdatascience.com/ multivolume-rendering-in- jupyter-with-ipyvolume- cross-language-3d- visualization-64389047634a
36. https://mybinder.org/v2/gh/willingc/pydy-tutorial-human-standing/master https://github.com/ pydy/pydy-tutorial- human-standing Animation
37. https://mybinder.org/v2/gh/willingc/pydy-tutorial-human-standing/master https://github.com/pydy/pydy-tutorial-human-standing
38. San Diego @WillingCarol
39. https://zonca.github.io/ @WillingCarol
40. http://genepattern-notebook.org/ @WillingCarol
41. https://www.westhealth.org/ resource/data-science-overview/ @WillingCarol
42. https://tinyletter.com/TrackingJupyter @WillingCarol
43. https://jupyter4edu.github.io/jupyter-edu-book/ @WillingCarol
45. Matplotlib documentation Carol Willing papers and photos Project Jupyter nteract project Python website Fernando Perez website ipyvolume project yt project and Madickin
46. bb