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
Manage and share data with GitHub and R packages
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Mauro Lepore
March 28, 2017
Science
0
39
Manage and share data with GitHub and R packages
iDigBio workshop 2017
Mauro Lepore
March 28, 2017
Tweet
Share
More Decks by Mauro Lepore
See All by Mauro Lepore
Pristine Reef Wanted Dead or Alive
maurolepore
0
59
be_pragmatic( ): Principles to Improve Work and Life
maurolepore
0
47
Other Decks in Science
See All in Science
AIによる科学の加速: 各領域での革新と共創の未来
masayamoriofficial
0
410
やるべきときにMLをやる AIエージェント開発
fufufukakaka
2
1.1k
知能とはなにかーヒトとAIのあいだー
tagtag
PRO
0
150
データベース04: SQL (1/3) 単純質問 & 集約演算
trycycle
PRO
0
1.1k
Hakonwa-Quaternion
hiranabe
1
170
イロレーティングを活用した関東大学サッカーの定量的実力評価 / A quantitative performance evaluation of Kanto University Football Association using Elo rating
konakalab
0
190
データベース14: B+木 & ハッシュ索引
trycycle
PRO
0
660
機械学習 - K近傍法 & 機械学習のお作法
trycycle
PRO
0
1.3k
データベース06: SQL (3/3) 副問い合わせ
trycycle
PRO
1
720
Agent開発フレームワークのOverviewとW&B Weaveとのインテグレーション
siyoo
0
420
動的トリートメント・レジームを推定するDynTxRegimeパッケージ
saltcooky12
0
250
力学系から見た現代的な機械学習
hanbao
3
3.9k
Featured
See All Featured
Groundhog Day: Seeking Process in Gaming for Health
codingconduct
0
94
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
910
WCS-LA-2024
lcolladotor
0
450
How Fast Is Fast Enough? [PerfNow 2025]
tammyeverts
3
450
エンジニアに許された特別な時間の終わり
watany
106
230k
Digital Projects Gone Horribly Wrong (And the UX Pros Who Still Save the Day) - Dean Schuster
uxyall
0
380
StorybookのUI Testing Handbookを読んだ
zakiyama
31
6.6k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
32
2.1k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
3k
Principles of Awesome APIs and How to Build Them.
keavy
128
17k
From π to Pie charts
rasagy
0
120
Building a A Zero-Code AI SEO Workflow
portentint
PRO
0
320
Transcript
Go to next slide
@mauro_lepore Manage and Share Data
How do you manage and share data? Git for Humans,
Alice Bartlett. This gets messy and suggest that projects evolve linearly, which is false.
Do your projects evolve as a single straight line? What
challenges do you face? Git for Humans, Alice Bartlett.
Can your system control the consequences? Is your system error
prone?
What will future-you say about your work now?
Can a better system help you? Behaviour design; Focus on
systems.
GitHub is one useful solution
What changed? When? Why? Who changed it? Happy Git and
GitHub for the R useR by Jenny Bryan.
Can we discuss this change? Photo from Happy Git and
GitHub for the R useR by Jenny Bryan.
How much structure can GitHub handle?
How I manage privileges among collaborators? Collaborators Privileges Protection specific
project branches users teams of users · · admin write read none · · · ·
Manage and share data R packages make it easier
How hard is it to create an R package? devtools::install_github("<GITHUB_USER>/<PACKAGE>")
How can you access R-pkg data and meta-data?
Where to from here? GitHub hello world, 10' read. Happy
git and github for the useR, book and presentation, by Jenny Bryan. Git for Humans, presentation by Alice Bartlett. R Packages, book by Hadley Wickham (includes chapter on git and github).
Manage and share data (with GitHub & R-pkgs) @mauro_lepore
end