$30 off During Our Annual Pro Sale. View Details »

Jupyter(主にnotebook)のご紹介

tmaeda
June 13, 2015

 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

More Decks by tmaeda

Other Decks in Programming

Transcript

  1. 2015/06/13 SapporoR#4
    Jupyter (ओʹnotebook) ͷ͝঺հ
    @tmaeda ͑ʹ͠ςοΫ

    View Slide

  2. @tmaeda
    ✤ ʢגʣ͑ʹ͠ςοΫͷϓϩάϥϚ!
    ✤ ओʹडୗ։ൃͳͲ!
    ✤ ࠷ۙ࡞ͬͨ΋ͷ(VoiceText WebAPI)!
    ✤ R΋౷ܭ΋Jupyter΋ݟΑ͏ݟ·ͶͰ࢖͍ͬͯΔఔ౓Ͱ
    ͢!
    ✤ SapporoR͸#1ҎདྷͷࢀՃͰ͢

    View Slide

  3. VoiceText WebAPI(w/HOYAαʔϏε༷)

    View Slide

  4. 2015/06/13 SapporoR#4
    Jupyter (ओʹnotebook) ͷ͝঺հ
    @tmaeda ͑ʹ͠ςοΫ

    View Slide

  5. Jupyterͱ͸
    ✤ https://jupyter.org/!
    ✤ ΋ͱ΋ͱ͸IPythonͱ͍͏Python༻ͷΠϯλϥΫςΟ
    ϒ؀ڥͰͨ͠ɻ!
    ✤ notebookɺϑΝΠϧϑΥʔϚοτɺϓϩτίϧͳͲ͸
    PythonҎ֎ͷݴޠͰ΋࢖͑ΔͷͰ͸ʁ!
    ✤ Julia, Python, R→JuPyteR

    View Slide

  6. Jupyter notebook ͱ͸
    ✤ Webϒϥ΢β্Ͱಈ͘ΠϯλϥΫςΟϒίʔσΟϯά
    ؀ڥʴMarkdownܗࣜʹΑΔυΩϡϝϯτهड़(TeX֦
    ு෇͖)!
    ✤ Mathematica notebookʹΠϯεύΠΞ͞Εͯ࡞ͬͨΒ
    ͍͠ɻ( http://blog.fperez.org/2012/01/ipython-
    notebook-historical.html )
    https://twitter.com/fperez_org

    View Slide

  7. 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

    View Slide

  8. 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
    ͱඇৗʹ໘౗ͳͷͰ….

    View Slide

  9. ͓ࢼ͠͸ try.jupyter.org

    View Slide

  10. ৽نϑΝΠϧΛ࡞ͬͯ
    ༨ஊͰ͕͢ɺ!
    RҎ֎ʹ΋!
    ͍ΖΜͳݴޠ͕!
    ࢖͑·͢ɻ

    View Slide

  11. ܭࢉ΍άϥϑ͸΋ͪΖΜ

    View Slide

  12. ߦྻσʔλ΋දܗࣜͰݟ΍͘͢දࣔ

    View Slide

  13. MarkdownͰυΩϡϝϯτ͕ॻ͚ͯ

    View Slide

  14. TeXͰ਺ࣜ΋ॻ͚·͢

    View Slide

  15. .ipynbܗࣜͷϑΝΠϧ
    ✤ JSONΈ͍ͨͳܗࣜɻ!
    ✤ άϥϑͳͲ͸ը૾ͱͯ͠ຒΊࠐ·Ε͍ͯΔɻ!
    ✤ http://nbviewer.ipython.org/ ͰදࣔͰ͖ͨΓ!
    ✤ github Ͱ΋දࣔͰ͖·͢ɻ

    View Slide

  16. σϞ
    ࠓ೔ͷ@kazutanઌੜ
    ͷϫʔΫγϣοϓ΋
    ͍͍࣮ͩͨߦͰ͖·͠
    ͨ

    View Slide

  17. Ϗʔϧͷྫͱ͔

    View Slide

  18. ggplotͷྫͱ͔

    View Slide

  19. ࣗ෼Ͱߏஙͨ͠JupyterʹύοέʔδΛೖΕΕ͹
    ࠓ೔ͷdplyrͷྫͳΜ͔΋࣮ߦͰ͖·͢ɻ

    View Slide

  20. ׆༻ͷ͔ͨ͠
    ✤ ௐࠪɾݚڀͷࢼߦࡨޡʹ!
    ✤ ݚڀ੒Ռͷެ։ʹ!
    ✤ νϡʔτϦΞϧ΍ڭҭʹ

    View Slide

  21. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ

    View Slide