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
690
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
110
Open Software for Astrophysics, AAS241
dfm
2
470
My research talk for CCA promotion
dfm
1
750
emcee-odi
dfm
1
600
Exoplanet population inference: a tutorial
dfm
3
420
Data-driven discovery in the astronomical time domain
dfm
6
690
TensorFlow for astronomers
dfm
6
740
How to find a transiting exoplanets
dfm
1
450
Long-period transiting exoplanets
dfm
1
300
Other Decks in Science
See All in Science
はじめての「相関と因果とエビデンス」入門:“動機づけられた推論” に抗うために
takehikoihayashi
17
6.9k
深層学習を利用して 大豆の外部欠陥を判別した研究事例の紹介
kentaitakura
0
240
Analysis-Ready Cloud-Optimized Data for your community and the entire world with Pangeo-Forge
jbusecke
0
110
20分で分かる Human-in-the-Loop 機械学習におけるアノテーションとヒューマンコンピューターインタラクションの真髄
hurutoriya
5
2.4k
HAS Dark Site Orientation
astronomyhouston
0
5.4k
位相的データ解析とその応用例
brainpadpr
1
690
マテリアルズ・インフォマティクスの先端で起きていること / What's Happening at the Cutting Edge of Materials Informatics
snhryt
1
140
統計学入門講座 第1回スライド
techmathproject
0
130
多次元展開法を用いた 多値バイクラスタリング モデルの提案
kosugitti
0
190
Healthcare Innovation through Business Entrepreneurship
clintwinters
0
110
教師なしテンソル分解に基づく、有糸分裂後の転写再活性化におけるヒストン修飾ブックマークとしての転写因子候補の抽出法
tagtag
0
130
ultraArmをモニター提供してもらった話
miura55
0
200
Featured
See All Featured
How STYLIGHT went responsive
nonsquared
95
5.2k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
PRO
10
790
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
251
21k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
280
13k
Optimizing for Happiness
mojombo
376
70k
Fontdeck: Realign not Redesign
paulrobertlloyd
82
5.3k
How To Stay Up To Date on Web Technology
chriscoyier
789
250k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
44
9.3k
Building Your Own Lightsaber
phodgson
103
6.1k
Testing 201, or: Great Expectations
jmmastey
40
7.1k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
132
33k
We Have a Design System, Now What?
morganepeng
51
7.3k
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!