Upgrade to PRO for Only $50/Year—Limited-Time Offer! 🔥
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Astronomical software
Search
Dan Foreman-Mackey
October 25, 2021
Science
1
750
Astronomical software
My slides from the 5-year anniversary of CCA.
Dan Foreman-Mackey
October 25, 2021
Tweet
Share
More Decks by Dan Foreman-Mackey
See All by Dan Foreman-Mackey
Open software for Astronomical Data Analysis
dfm
0
160
Open Software for Astrophysics, AAS241
dfm
2
560
My research talk for CCA promotion
dfm
1
790
emcee-odi
dfm
1
690
Exoplanet population inference: a tutorial
dfm
3
470
Data-driven discovery in the astronomical time domain
dfm
6
730
TensorFlow for astronomers
dfm
6
830
How to find a transiting exoplanets
dfm
1
480
Long-period transiting exoplanets
dfm
1
320
Other Decks in Science
See All in Science
データベース15: ビッグデータ時代のデータベース
trycycle
PRO
0
400
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
200
NASの容量不足のお悩み解決!災害対策も兼ねた「Wasabi Cloud NAS」はここがスゴイ
climbteam
1
250
データマイニング - コミュニティ発見
trycycle
PRO
0
180
(メタ)科学コミュニケーターからみたAI for Scienceの同床異夢
rmaruy
0
140
ランサムウェア対策にも考慮したVMware、Hyper-V、Azure、AWS間のリアルタイムレプリケーション「Zerto」を徹底解説
climbteam
0
170
研究って何だっけ / What is Research?
ks91
PRO
2
160
Lean4による汎化誤差評価の形式化
milano0017
1
380
白金鉱業Meetup_Vol.20 効果検証ことはじめ / Introduction to Impact Evaluation
brainpadpr
2
1.4k
機械学習 - K-means & 階層的クラスタリング
trycycle
PRO
0
1.2k
Rashomon at the Sound: Reconstructing all possible paleoearthquake histories in the Puget Lowland through topological search
cossatot
0
150
【RSJ2025】PAMIQ Core: リアルタイム継続学習のための⾮同期推論・学習フレームワーク
gesonanko
0
380
Featured
See All Featured
Producing Creativity
orderedlist
PRO
348
40k
YesSQL, Process and Tooling at Scale
rocio
174
15k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
22k
Building Flexible Design Systems
yeseniaperezcruz
329
39k
Bash Introduction
62gerente
615
210k
Why You Should Never Use an ORM
jnunemaker
PRO
60
9.6k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
PRO
196
69k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
31
2.7k
Measuring & Analyzing Core Web Vitals
bluesmoon
9
700
jQuery: Nuts, Bolts and Bling
dougneiner
65
8.1k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
120
20k
Fireside Chat
paigeccino
41
3.7k
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!