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
Dan Foreman-Mackey
October 25, 2021
Science
1
730
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
140
Open Software for Astrophysics, AAS241
dfm
2
530
My research talk for CCA promotion
dfm
1
770
emcee-odi
dfm
1
660
Exoplanet population inference: a tutorial
dfm
3
450
Data-driven discovery in the astronomical time domain
dfm
6
710
TensorFlow for astronomers
dfm
6
800
How to find a transiting exoplanets
dfm
1
460
Long-period transiting exoplanets
dfm
1
310
Other Decks in Science
See All in Science
IWASAKI Hideo
genomethica
0
120
データベース05: SQL(2/3) 結合質問
trycycle
PRO
0
720
白金鉱業Meetup Vol.16_【初学者向け発表】 数理最適化のはじめの一歩 〜身近な問題で学ぶ最適化の面白さ〜
brainpadpr
11
2.3k
Explanatory material
yuki1986
0
340
機械学習 - ニューラルネットワーク入門
trycycle
PRO
0
820
07_浮世満理子_アイディア高等学院学院長_一般社団法人全国心理業連合会代表理事_紹介資料.pdf
sip3ristex
0
510
Accelerated Computing for Climate forecast
inureyes
PRO
0
100
学術講演会中央大学学員会府中支部
tagtag
0
280
ウェブ・ソーシャルメディア論文読み会 第25回: Differences in misinformation sharing can lead to politically asymmetric sanctions (Nature, 2024)
hkefka385
0
120
05_山中真也_室蘭工業大学大学院工学研究科教授_だてプロの挑戦.pdf
sip3ristex
0
530
メール送信サーバの集約における透過型SMTP プロキシの定量評価 / Quantitative Evaluation of Transparent SMTP Proxy in Email Sending Server Aggregation
linyows
0
960
機械学習 - K近傍法 & 機械学習のお作法
trycycle
PRO
0
1.2k
Featured
See All Featured
Docker and Python
trallard
45
3.5k
Large-scale JavaScript Application Architecture
addyosmani
512
110k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
What’s in a name? Adding method to the madness
productmarketing
PRO
23
3.5k
Making Projects Easy
brettharned
116
6.3k
Fireside Chat
paigeccino
37
3.5k
The Pragmatic Product Professional
lauravandoore
35
6.7k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
8
700
Reflections from 52 weeks, 52 projects
jeffersonlam
351
21k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
138
34k
Documentation Writing (for coders)
carmenintech
72
4.9k
How GitHub (no longer) Works
holman
314
140k
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!