Jupyter(主にnotebook)のご紹介

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

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

   ͢! ✤ SapporoR͸#1ҎདྷͷࢀՃͰ͢

3. VoiceText WebAPI(w/HOYAαʔϏε༷)

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

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

   Julia, Python, R→JuPyteR

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

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

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….

9. ͓ࢼ͠͸ try.jupyter.org

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

11. ܭࢉ΍άϥϑ͸΋ͪΖΜ

12. ߦྻσʔλ΋දܗࣜͰݟ΍͘͢දࣔ

13. MarkdownͰυΩϡϝϯτ͕ॻ͚ͯ

14. TeXͰ਺ࣜ΋ॻ͚·͢

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

    Ͱ΋දࣔͰ͖·͢ɻ

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

17. Ϗʔϧͷྫͱ͔

18. ggplotͷྫͱ͔

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

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

21. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ