Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Overview of JupyterHub, Binder, and repo2docker
Search
Carol Willing
PRO
April 06, 2018
Technology
0
380
Overview of JupyterHub, Binder, and repo2docker
Red Hat OpenShift Machine Learning Call on April 6, 2018
Carol Willing
PRO
April 06, 2018
Tweet
Share
More Decks by Carol Willing
See All by Carol Willing
CPython: Foundation for Scientific Python
willingc
PRO
0
13
Be a SLQAR. Micromentoring for all.
willingc
PRO
0
25
Lessons in Leadership: Python, AI, and Heuristics
willingc
PRO
0
110
Embracing Python, AI, and Heuristics: Optimal Paths for Impactful Software
willingc
PRO
0
900
Thriving with Python: Navigate the pitfalls in a polyglot world
willingc
PRO
1
180
Pragmatic Python: Python 3.12 and beyond
willingc
PRO
0
200
The Future is Notebooks
willingc
PRO
0
120
PyCon 2023 Keynote
willingc
PRO
0
210
Python: The People's Programming Language
willingc
PRO
0
100
Other Decks in Technology
See All in Technology
AWS 怖い話 WAF編 @fillz_noh #AWSStartup #AWSStartup_Kansai
fillznoh
0
120
Figma Dev Mode MCP Serverを用いたUI開発
zoothezoo
0
210
Four Keysから始める信頼性の改善 - SRE NEXT 2025
ozakikota
0
390
How to Quickly Call American Airlines®️ U.S. Customer Care : Full Guide
flyaahelpguide
0
240
マルチプロダクト環境におけるSREの役割 / SRE NEXT 2025 lunch session
sugamasao
1
620
ポストコロナ時代の SaaS におけるコスト削減の意義
izzii
1
450
ソフトウェアQAがハードウェアの人になったの
mineo_matsuya
3
200
ソフトウェアテストのAI活用_ver1.25
fumisuke
1
590
AI エージェントと考え直すデータ基盤
na0
20
7.7k
shake-upを科学する
rsakata
7
970
NewSQLや分散データベースを支えるRaftの仕組み - 仕組みを理解して知る得意不得意
hacomono
PRO
3
230
cdk initで生成されるあのファイル達は何なのか/cdk-init-generated-files
tomoki10
1
640
Featured
See All Featured
Git: the NoSQL Database
bkeepers
PRO
430
65k
Balancing Empowerment & Direction
lara
1
450
Reflections from 52 weeks, 52 projects
jeffersonlam
351
21k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
251
21k
Fashionably flexible responsive web design (full day workshop)
malarkey
407
66k
Producing Creativity
orderedlist
PRO
346
40k
Facilitating Awesome Meetings
lara
54
6.5k
The Art of Programming - Codeland 2020
erikaheidi
54
13k
How STYLIGHT went responsive
nonsquared
100
5.6k
Writing Fast Ruby
sferik
628
62k
Learning to Love Humans: Emotional Interface Design
aarron
273
40k
For a Future-Friendly Web
brad_frost
179
9.8k
Transcript
Overview of JupyterHub, Binder, and repo2docker JupyterHub Team Chris
Holdgraf Yuvi Panda Min Ragan-Kelley Carol Willing OpenShift ML call April 6, 2018
Jupyter: Vision, Tools, Community jupyter.org
Project Jupyter Mission
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
Introduction to Mechanical Vibration (Jason Moore & Kenneth Lyons) http://www.moorepants.info/blog/introducing-resonance.html
https://mybinder.org/v2/gh/willingc/pydy-tutorial-human-standing/master https://github.com/pydy/pydy-tutorial-human-standing
QuantEcon • multiple languages • lectures, notebooks, and more Comprehensive
Course https://lectures.quantecon.org https://medium.com/quantecon-blog/code-testing-our-lectures-16bebac5ac1d https://quantecon.org/news-item/quantecon-py-v0-3-8-released
JupyterLab Try it on Binder. next-generation, web-based, extensible user interface
for Jupyter
@WillingCarol HUB A JUPYTER NOTEBOOK FOR EVERYONE
@WillingCarol JupyterHub: Deploy with Kubernetes https://zero-to-jupyterhub.readthedocs.io/en/latest/
Architecture authenticators, spawners, services
JupyterHub for Teaching https://cdnapisec.kaltura.com/index.php/extwidget/openGraph/wid/1_k6uwj8g1 https://atg.fas.harvard.edu/news/seas-computing-and-academic-technology-fas-launch-jupyterhub-canvas-integration • Exploration and experimentation http://pyvideo.org/scipy-2016/labs-in-the-wild-teaching-
signal-processing-using-wearables-jupyter-notebooks- scipy-2016.html • Physical media with wearables and electronics • Real world, self-directed projects Teaching Signal Processing using Wearables and Jupyter Notebooks Dr. Demba Ba
Binder 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
Build your own BinderHub https://binderhub.readthedocs.io/en/latest/
BinderHub Architecture
repo2docker https://repo2docker.readthedocs.io
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
• Demba Ba • Jason Moore • QuantEcon • Project
Jupyter team and community • Photo credits and links on individual slides Attributions and recognition
Questions? Steering Council, Project Jupyter Core Developer, Project Jupyter Fellow,
Python Software Foundation Core Developer, CPython Software Engineer, Cal Poly SLO Carol Willing @willingcarol