Jupyter(主にnotebook)のご紹介

SapporoR#4 での LT の発表資料です。

Transcript

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

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

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3. VoiceText WebAPI(w/HOYAαʔϏε༷)
   

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

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

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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
   

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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
   

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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….
   

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9. ͓ࢼ͠͸ try.jupyter.org
   

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

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11. ܭࢉ΍άϥϑ͸΋ͪΖΜ
    

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12. ߦྻσʔλ΋දܗࣜͰݟ΍͘͢දࣔ
    

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13. MarkdownͰυΩϡϝϯτ͕ॻ͚ͯ
    

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14. TeXͰ਺ࣜ΋ॻ͚·͢
    

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

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

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17. Ϗʔϧͷྫͱ͔
    

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18. ggplotͷྫͱ͔
    

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

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

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21. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ
    

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