Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
Astronomical software
Search
Dan Foreman-Mackey
October 25, 2021
Science
780
1
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
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
230
Open Software for Astrophysics, AAS241
dfm
2
620
My research talk for CCA promotion
dfm
1
820
emcee-odi
dfm
1
780
Exoplanet population inference: a tutorial
dfm
3
530
Data-driven discovery in the astronomical time domain
dfm
6
770
TensorFlow for astronomers
dfm
6
900
How to find a transiting exoplanets
dfm
1
540
Long-period transiting exoplanets
dfm
1
380
Other Decks in Science
See All in Science
機械学習 - SVM
trycycle
PRO
2
1.3k
GKE上でオセロの強化学習やってみた
akasan
0
110
Toward Causal Scientific Discovery with AI
sshimizu2006
0
200
20260722【JAWS-UG東京 ランチタイムLT会 #37④】AWS Well-Architectedフレームワークに沿った回答をするAIエージェントを作ってみた
nozakijcom
1
140
言葉をはかる:テキストマイニング入門①講義編
satocos135
0
240
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
690
データベース08: 実体関連モデルとは?
trycycle
PRO
0
1.7k
20260410_SystemsThinking
takusamar
1
160
データベース11: 正規化(1/2) - 望ましくない関係スキーマ
trycycle
PRO
0
1.7k
Leitner Inauguration Lecture Chalmers University of Technology
xleitix
0
370
2026 Introduction to University Math 01
kanaya
0
190
HOLO: Homography-Guided Pose Estimator Network for Fine-Grained Visual Localization on SD Maps
tomoaki0705
0
160
Featured
See All Featured
The Anti-SEO Checklist Checklist. Pubcon Cyber Week
ryanjones
0
250
First, design no harm
axbom
PRO
2
1.3k
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
1.3k
Being A Developer After 40
akosma
91
590k
GraphQLの誤解/rethinking-graphql
sonatard
75
12k
Test your architecture with Archunit
thirion
2
2.4k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.9k
Statistics for Hackers
jakevdp
799
230k
Into the Great Unknown - MozCon
thekraken
41
2.7k
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
133
20k
Abbi's Birthday
coloredviolet
4
10k
AI Search: Where Are We & What Can We Do About It?
aleyda
0
8k
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!