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Jupyter(主にnotebook)のご紹介
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tmaeda
June 13, 2015
Programming
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1.2k
Jupyter(主にnotebook)のご紹介
SapporoR#4 での LT の発表資料です。
tmaeda
June 13, 2015
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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