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
【あのMCPって、どんな処理してるの?】 AWS CDKでの開発で便利なAWS MCP Servers特集
yoshimi0227
6
990
ビジネス職が分析も担う事業部制組織でのデータ活用の仕組みづくり / Enabling Data Analytics in Business-Led Divisional Organizations
zaimy
1
400
QuickSight SPICE の効果的な運用戦略~S3 + Athena 構成での実践ノウハウ~/quicksight-spice-s3-athena-best-practices
emiki
0
290
RapidPen: AIエージェントによる高度なペネトレーションテスト自動化の研究開発
laysakura
1
200
AIエージェントが書くのなら直接CloudFormationを書かせればいいじゃないですか何故AWS CDKを使う必要があるのさ
watany
19
7.6k
SREのためのeBPF活用ステップアップガイド
egmc
2
1.3k
AI エージェントと考え直すデータ基盤
na0
21
8k
How to Quickly Call American Airlines®️ U.S. Customer Care : Full Guide
flyaahelpguide
0
240
AI Ready API ─ AI時代に求められるAPI設計とは?/ AI-Ready API - Designing MCP and APIs in the AI Era
yokawasa
15
4.1k
スタックチャン家庭用アシスタントへの道
kanekoh
0
130
三視点LLMによる複数観点レビュー
mhlyc
0
240
〜『世界中の家族のこころのインフラ』を目指して”次の10年”へ〜 SREが導いたグローバルサービスの信頼性向上戦略とその舞台裏 / Towards the Next Decade: Enhancing Global Service Reliability
kohbis
3
1.5k
Featured
See All Featured
Building Adaptive Systems
keathley
43
2.7k
Optimizing for Happiness
mojombo
379
70k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
31
1.3k
How STYLIGHT went responsive
nonsquared
100
5.6k
VelocityConf: Rendering Performance Case Studies
addyosmani
332
24k
Code Reviewing Like a Champion
maltzj
524
40k
How GitHub (no longer) Works
holman
314
140k
Keith and Marios Guide to Fast Websites
keithpitt
411
22k
For a Future-Friendly Web
brad_frost
179
9.8k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
161
15k
Unsuck your backbone
ammeep
671
58k
Balancing Empowerment & Direction
lara
1
460
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