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
Astronomical software
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Dan Foreman-Mackey
October 25, 2021
Science
770
1
Share
Astronomical software
My slides from the 5-year anniversary of CCA.
Dan Foreman-Mackey
October 25, 2021
More Decks by Dan Foreman-Mackey
See All by Dan Foreman-Mackey
Open software for Astronomical Data Analysis
dfm
0
200
Open Software for Astrophysics, AAS241
dfm
2
590
My research talk for CCA promotion
dfm
1
810
emcee-odi
dfm
1
730
Exoplanet population inference: a tutorial
dfm
3
510
Data-driven discovery in the astronomical time domain
dfm
6
750
TensorFlow for astronomers
dfm
6
870
How to find a transiting exoplanets
dfm
1
520
Long-period transiting exoplanets
dfm
1
350
Other Decks in Science
See All in Science
Conversation is the New Dashboard: 属人性を排除する第4世代BIツールの勢力図
shomaekawa
1
560
ハミルトン・ヤコビ方程式の解の性質と物理的意味
enakai00
0
380
Understanding CVP Waveforms: Interpretation and Clinical Implications in Anesthesiology
taka88
0
500
やるべきときにMLをやる AIエージェント開発
fufufukakaka
2
1.4k
Kaggle: NeurIPS - Open Polymer Prediction 2025 コンペ 反省会
calpis10000
0
550
Bear-safety-running
akirun_run
0
140
検索と推論タスクに関する論文の紹介
ynakano
1
210
Accelerating operator Sinkhorn iteration with overrelaxation
tasusu
0
320
AIによる科学の加速: 各領域での革新と共創の未来
masayamoriofficial
0
540
HDC tutorial
michielstock
2
660
Algorithmic Aspects of Quiver Representations
tasusu
0
330
なぜ21は素因数分解されないのか? - Shorのアルゴリズムの現在と壁
daimurat
0
410
Featured
See All Featured
Git: the NoSQL Database
bkeepers
PRO
432
67k
Digital Projects Gone Horribly Wrong (And the UX Pros Who Still Save the Day) - Dean Schuster
uxyall
0
1.4k
The Curious Case for Waylosing
cassininazir
1
340
Designing Experiences People Love
moore
143
24k
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
sarafernandez
0
180
How Fast Is Fast Enough? [PerfNow 2025]
tammyeverts
3
560
Reflections from 52 weeks, 52 projects
jeffersonlam
356
21k
Statistics for Hackers
jakevdp
799
230k
The SEO identity crisis: Don't let AI make you average
varn
0
460
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
35
2.4k
The Limits of Empathy - UXLibs8
cassininazir
1
330
Navigating Weather and Climate Data
rabernat
0
190
Transcript
ASTRONOMICAL SOFTWARE a brief & biased story by Dan Foreman-Mackey
[today] The past, present, & future of open - source
software development and support at CCA.
None
None
None
None
open - source (scientif i c) software? Linux < =
= = > Untitled42.ipynb
a selection of some* CCA-supported software: and some open -
source meta projects: * my apologies for neglecting your favorites!
[here at CCA] We have a lot of shared expertise
[here at CCA] We support software that is: [1] Useful
(often broadly) [2] Easy to use [3] Well - tested & documented
[here at CCA] We have the privilege of developing methods/libraries/etc.
without being in service to a specif i c project
[here at CCA] We have a responsibility to share what
we have learned
None
None
[coming soon] Advanced Astronomical Software Development, a Crash Course (probably)
May 9-13, 2022 @ CCA
SO. DOES IT WORK?
How do we measure the impact of scientif i c
software?
Figure credit: Adrian Price-Whelan / / Data credit: SAO/NASA ADS
None
None
None
None
Figure credit: Adrian Price-Whelan / / Data credit: AstroPy git
repository
GREAT! SO WE’RE DONE?
Is the astronomical software ecosystem sustainable? 1
Many fundamental software packages have a shockingly small number of
maintainers.
Figure credit: Adrian Price-Whelan / / Data credit: AstroPy git
repository
Many fundamental software packages have a single point of failure.
What is the career trajectory for a software developer in
astrophysics? 2
2
A lot of useful open - source software is produced
by astronomers who don’t have the expertise or capacity to maintain it. 3
We have an opportunity to def i ne CCA’s role
in this: [education] [consulting] [support] […]
[here at CCA] Some opportunities: [1] Hiring [2] Presenting shared
values [3] Building & supporting communities [4] More!
HERE’S TO MANY MORE YEARS OF SOFTWARE AT CCA!