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
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