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
16
4.1k
In Defense of Extreme Openness
Lightning Talk at Python in Astronomy 2016
Jake VanderPlas
March 22, 2016
Tweet
Share
More Decks by Jake VanderPlas
See All by Jake VanderPlas
Altair Tutorial Intro - PyCon 2018
jakevdp
28
5.2k
Seven Strategies for Optimizing Numerical Code
jakevdp
55
12k
Intro to Pydata
jakevdp
18
3.3k
Bespoke Visualizations with a Declarative Twist
jakevdp
3
2.3k
Statistics, Data Mining, and Machine Learning (mostly don't work) in Astronomy
jakevdp
3
1.6k
Image Analysis At Scale
jakevdp
8
2k
PyData 101
jakevdp
25
11k
Python's Visualization Landscape (PyCon 2017)
jakevdp
43
110k
The Unexpected Effectiveness of Python in Science
jakevdp
22
9.4k
Other Decks in Science
See All in Science
Onsager代数とその周辺 / Onsager algebra tsudoi
usamik26
0
380
FIBA W杯の日本代表って組み合わせ次第で2次ラウンド行けたんじゃね?をデータで検証
saltcooky12
0
200
SIGDIAL論文読み会: PGTask: Introducing the Task of Profile Generation from Dialogues
kaiyo3
0
100
2023-10-03-FOGBoston
lcolladotor
0
170
ultraArmをモニター提供してもらった話
miura55
0
110
O ChatGPT e outras IAs vão mudar toda a pesquisa científica
cardososampaio
0
170
Machine Learning for Materials (Lecture 5)
aronwalsh
0
550
AI科学の何が“哲学”の問題になるのか ~問いマッピングの試み~
rmaruy
1
1.2k
AI(人工知能)の過去・現在・未来 —AIは人間を超えるのか—
tagtag
0
260
Презентация программы бакалавриата СПбГУ "Искусственный интеллект и наука о данных"
dscs
0
110
History towards Universal Neural Network Potential for Material Discovery
matlantis
0
150
Transformer系機械学習モデルを取り巻くライブラリや用語を整理する
bobfromjapan
2
480
Featured
See All Featured
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
39
4.4k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
119
39k
Fantastic passwords and where to find them - at NoRuKo
philnash
36
2.5k
Designing the Hi-DPI Web
ddemaree
276
33k
Why Our Code Smells
bkeepers
PRO
331
56k
Ruby is Unlike a Banana
tanoku
96
10k
Atom: Resistance is Futile
akmur
258
25k
The World Runs on Bad Software
bkeepers
PRO
61
6.7k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
658
120k
Gamification - CAS2011
davidbonilla
76
4.6k
Making the Leap to Tech Lead
cromwellryan
123
8.5k
Six Lessons from altMBA
skipperchong
20
3k
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.