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
In Defense of Extreme Openness
Search
Jake VanderPlas
March 22, 2016
Science
4.6k
16
Share
In Defense of Extreme Openness
Lightning Talk at Python in Astronomy 2016
Jake VanderPlas
March 22, 2016
More Decks by Jake VanderPlas
See All by Jake VanderPlas
Altair Tutorial Intro - PyCon 2018
jakevdp
29
6.4k
Seven Strategies for Optimizing Numerical Code
jakevdp
54
12k
Intro to Pydata
jakevdp
18
3.8k
Bespoke Visualizations with a Declarative Twist
jakevdp
3
2.8k
Statistics, Data Mining, and Machine Learning (mostly don't work) in Astronomy
jakevdp
3
2.1k
Image Analysis At Scale
jakevdp
8
2.4k
PyData 101
jakevdp
25
12k
Python's Visualization Landscape (PyCon 2017)
jakevdp
43
110k
The Unexpected Effectiveness of Python in Science
jakevdp
22
10k
Other Decks in Science
See All in Science
フィードフォワードニューラルネットワークを用いた記号入出力制御系に対する制御器設計 / Controller Design for Augmented Systems with Symbolic Inputs and Outputs Using Feedforward Neural Network
konakalab
0
140
水耕栽培:古代の知恵から宇宙農業まで
grow_design_lab
0
120
Tensor Factorization Meets Deformed Information Geometry: Convex Relaxation under Deformed Algebra
gkazunii
0
110
検索と推論タスクに関する論文の紹介
ynakano
1
230
会社でMLモデルを作るとは @電気通信大学 データアントレプレナーフェロープログラム
yuto16
1
710
なぜエネルギーは保存する? 〜自由落下でわかる“対称性”とネーターの定理〜
syotasasaki593876
0
170
共生概念の整理と AIアライメントの構想
hiroakihamada
0
210
知能とはなにかーヒトとAIのあいだー
tagtag
PRO
0
210
医療 LLM ベンチマークの現在地:多面的評価 と日本ローカライズ
analokmaus
1
470
Vibecoding for Product Managers
ibknadedeji
0
170
「遂行理論の未来」(松島斉教授最終講義記念セッションの発表資料)
shunyanoda
0
910
KISHIMOTO Atsuo
genomethica
0
140
Featured
See All Featured
How GitHub (no longer) Works
holman
316
150k
A designer walks into a library…
pauljervisheath
211
24k
Done Done
chrislema
186
16k
AI Search: Implications for SEO and How to Move Forward - #ShenzhenSEOConference
aleyda
1
1.3k
4 Signs Your Business is Dying
shpigford
187
22k
Ten Tips & Tricks for a 🌱 transition
stuffmc
0
130
Google's AI Overviews - The New Search
badams
0
1k
A Tale of Four Properties
chriscoyier
163
24k
Organizational Design Perspectives: An Ontology of Organizational Design Elements
kimpetersen
PRO
1
720
Applied NLP in the Age of Generative AI
inesmontani
PRO
4
2.3k
Bash Introduction
62gerente
615
210k
brightonSEO & MeasureFest 2025 - Christian Goodrich - Winning strategies for Black Friday CRO & PPC
cargoodrich
3
720
Transcript
In Defense of Extreme Openness Jake VanderPlas Python In Astronomy
2016
I think we all see the benefit of coding in
the open . . . Eases Collaboration — Eases Sharing Heightens Visibility — Encourages Reproducibility Encourages Extensibility — Encourages Integrity etc. — etc.
. . . why not do all research in the
open? Eases Collaboration — Eases Sharing Heightens Visibility — Encourages Reproducibility Encourages Extensibility — Encourages Integrity etc. — etc.
A case study from yours truly . . .
https://github.com/jakevdp/multiband_LS/ We wrote this paper on GitHub from day 1
None
None
None
gh-publisher Each new commit triggers a Travis CI process which
builds the current paper PDF and pushes it to this website. . . https://github.com/ewanmellor/gh-publisher/
None
None
None
None
Jeff Scargle!!! — as in “Lomb-Scargle Periodogram”!!!!!!!
None
None
None
None
“But I might get scooped!”
. . . putting work on Github is publication!
. . . putting work on Github is publication! “Scooping”
→ “Plagiarism”
“But Jake. . . would you do this if there
were any real competition?”
Three very similar papers all published within a few months
last summer . . .
So. . . how did it turn out?
None
None
None
(* not that I’m keeping track . . .)
Be Open. Thank You.