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
Jupyter(主にnotebook)のご紹介
Search
tmaeda
June 13, 2015
Programming
1
1.4k
Jupyter(主にnotebook)のご紹介
SapporoR#4 での LT の発表資料です。
tmaeda
June 13, 2015
Tweet
Share
More Decks by tmaeda
See All by tmaeda
アクターモデルの話
tmaedax
7
1.7k
VoiceText Web APIでのGolang利用事例のご紹介
tmaedax
2
2.2k
それ NArray でできるよ
tmaedax
18
11k
AngularJSのご紹介
tmaedax
12
6.5k
静的型付き関数型言語のススメ
tmaedax
3
1.4k
Other Decks in Programming
See All in Programming
AI時代のUIはどこへ行く?
yusukebe
18
9.1k
Zendeskのチケットを Amazon Bedrockで 解析した
ryokosuge
3
320
testingを眺める
matumoto
1
140
Compose Multiplatform × AI で作る、次世代アプリ開発支援ツールの設計と実装
thagikura
0
170
Reading Rails 1.0 Source Code
okuramasafumi
0
250
@Environment(\.keyPath)那么好我不允许你们不知道! / atEnvironment keyPath is so good and you should know it!
lovee
0
130
Cache Me If You Can
ryunen344
2
4k
速いWebフレームワークを作る
yusukebe
5
1.7k
MCPとデザインシステムに立脚したデザインと実装の融合
yukukotani
4
1.5k
知っているようで知らない"rails new"の世界 / The World of "rails new" You Think You Know but Don't
luccafort
PRO
1
190
Navigation 2 を 3 に移行する(予定)ためにやったこと
yokomii
0
350
旅行プランAIエージェント開発の裏側
ippo012
2
930
Featured
See All Featured
Building Better People: How to give real-time feedback that sticks.
wjessup
368
19k
YesSQL, Process and Tooling at Scale
rocio
173
14k
We Have a Design System, Now What?
morganepeng
53
7.8k
Mobile First: as difficult as doing things right
swwweet
224
9.9k
A Tale of Four Properties
chriscoyier
160
23k
Building Applications with DynamoDB
mza
96
6.6k
It's Worth the Effort
3n
187
28k
Imperfection Machines: The Place of Print at Facebook
scottboms
268
13k
The World Runs on Bad Software
bkeepers
PRO
70
11k
BBQ
matthewcrist
89
9.8k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
162
15k
XXLCSS - How to scale CSS and keep your sanity
sugarenia
248
1.3M
Transcript
2015/06/13 SapporoR#4 Jupyter (ओʹnotebook) ͷ͝հ @tmaeda ͑ʹ͠ςοΫ
@tmaeda ✤ ʢגʣ͑ʹ͠ςοΫͷϓϩάϥϚ! ✤ ओʹडୗ։ൃͳͲ! ✤ ࠷ۙ࡞ͬͨͷ(VoiceText WebAPI)! ✤ R౷ܭJupyterݟΑ͏ݟ·ͶͰ͍ͬͯΔఔͰ
͢! ✤ SapporoR#1ҎདྷͷࢀՃͰ͢
VoiceText WebAPI(w/HOYAαʔϏε༷)
2015/06/13 SapporoR#4 Jupyter (ओʹnotebook) ͷ͝հ @tmaeda ͑ʹ͠ςοΫ
Jupyterͱ ✤ https://jupyter.org/! ✤ ͱͱIPythonͱ͍͏Python༻ͷΠϯλϥΫςΟ ϒڥͰͨ͠ɻ! ✤ notebookɺϑΝΠϧϑΥʔϚοτɺϓϩτίϧͳͲ PythonҎ֎ͷݴޠͰ͑ΔͷͰʁ! ✤
Julia, Python, R→JuPyteR
Jupyter notebook ͱ ✤ Webϒϥβ্Ͱಈ͘ΠϯλϥΫςΟϒίʔσΟϯά ڥʴMarkdownܗࣜʹΑΔυΩϡϝϯτهड़(TeX֦ ு͖)! ✤ Mathematica notebookʹΠϯεύΠΞ͞Εͯ࡞ͬͨΒ
͍͠ɻ( http://blog.fperez.org/2012/01/ipython- notebook-historical.html ) https://twitter.com/fperez_org
Πϯετʔϧͱىಈ $ brew install libzmq3 czmq zmq! $ sudo pip
install ipython pyzmq jinja2 tornado jsonschema! $ git clone https://github.com/armstrtw/rzmq.git --recursive! $ r! > install.packages(“devtools")! > install.packages('RCurl') ! > library(devtools) ! > install_local('./rzmq') ! > install_github("IRkernel/IRdisplay") ! > install_github(“IRkernel/IRkernel")! > IRkernel::installspec()! > ͦͷଞඞཁʹԠͯ͡ϥΠϒϥϦ͍Ζ͍Ζ…! $ ipython notebook
Πϯετʔϧͱىಈ $ brew install libzmq3 czmq zmq! $ sudo pip
install ipython pyzmq jinja2 tornado jsonschema! $ git clone https://github.com/armstrtw/rzmq.git --recursive! $ r! > install.packages(“devtools")! > install.packages('RCurl') ! > library(devtools) ! > install_local('./rzmq') ! > install_github("IRkernel/IRdisplay") ! > install_github(“IRkernel/IRkernel")! > IRkernel::installspec()! > ͦͷଞඞཁʹԠͯ͡ϥΠϒϥϦ͍Ζ͍Ζ…! $ ipython notebook ͱඇৗʹ໘ͳͷͰ….
͓ࢼ͠ try.jupyter.org
৽نϑΝΠϧΛ࡞ͬͯ ༨ஊͰ͕͢ɺ! RҎ֎ʹ! ͍ΖΜͳݴޠ͕! ͑·͢ɻ
ܭࢉάϥϑͪΖΜ
ߦྻσʔλදܗࣜͰݟ͘͢දࣔ
MarkdownͰυΩϡϝϯτ͕ॻ͚ͯ
TeXͰࣜॻ͚·͢
.ipynbܗࣜͷϑΝΠϧ ✤ JSONΈ͍ͨͳܗࣜɻ! ✤ άϥϑͳͲը૾ͱͯ͠ຒΊࠐ·Ε͍ͯΔɻ! ✤ http://nbviewer.ipython.org/ ͰදࣔͰ͖ͨΓ! ✤ github
ͰදࣔͰ͖·͢ɻ
σϞ ࠓͷ@kazutanઌੜ ͷϫʔΫγϣοϓ ͍͍࣮ͩͨߦͰ͖·͠ ͨ
Ϗʔϧͷྫͱ͔
ggplotͷྫͱ͔
ࣗͰߏஙͨ͠JupyterʹύοέʔδΛೖΕΕ ࠓͷdplyrͷྫͳΜ͔࣮ߦͰ͖·͢ɻ
׆༻ͷ͔ͨ͠ ✤ ௐࠪɾݚڀͷࢼߦࡨޡʹ! ✤ ݚڀՌͷެ։ʹ! ✤ νϡʔτϦΞϧڭҭʹ
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ