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TokyoR #39 LT Figure: “The Bread-and-butter-fly”: in “Through the Looking Glass” by John Tenniel. Wood-engraving by the Dalziels. dcjones.github.io/Gadfly.jl/ @sorami 2014/05/31

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ٕज़ܭࢉͷͨΊͷ৽ݴޠ
 2012~ɻ׆ൃͳίϛϡχςΟɻ

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ٕज़ܭࢉͷͨΊͷ৽ݴޠ
 2012~ɻ׆ൃͳίϛϡχςΟɻ ɹߴਫ४ & ಈత ચ࿅͞ΕͨܕγεςϜɻଟॏσΟεύονɻ

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ٕज़ܭࢉͷͨΊͷ৽ݴޠ
 2012~ɻ׆ൃͳίϛϡχςΟɻ ɹߴਫ४ & ಈత ચ࿅͞ΕͨܕγεςϜɻଟॏσΟεύονɻ ߴ଎
 JITίϯύΠϥɻ C΍Fortranʹඖఢ͢ΔϨϕϧɻ

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Image:

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ͳͥ৽ݴޠ? Image:

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ͳͥ৽ݴޠ? 2ஈߏ଄ Image:

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ͳͥ৽ݴޠ? 2ஈߏ଄ ߴϨϕϧͷϩδοΫ͸ಈతݴޠ e.g. R, Python ଎͕͞ඞཁͳͱ͖͸௿ਫ४ݴޠ e.g. C, Fortran Image:

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ͳͥ৽ݴޠ? ศར͞ͱ଎͞ͷτϨʔυΦϑ 2ஈߏ଄ ߴϨϕϧͷϩδοΫ͸ಈతݴޠ e.g. R, Python ଎͕͞ඞཁͳͱ͖͸௿ਫ४ݴޠ e.g. C, Fortran Image:

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ͳͥ৽ݴޠ? ศར͞ͱ଎͞ͷτϨʔυΦϑ 2ஈߏ଄ શ෦ͻͱͭͷݴޠͰ΍Γ͍ͨ! ߴϨϕϧͷϩδοΫ͸ಈతݴޠ e.g. R, Python ଎͕͞ඞཁͳͱ͖͸௿ਫ४ݴޠ e.g. C, Fortran Image:

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طଘͷݴޠΛ ଎͘͢Ε͹͍͍ͷͰ͸ʁ

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طଘͷݴޠΛ ଎͘͢Ε͹͍͍ͷͰ͸ʁ → ΠϯλϓϦλͰͷ࣮૷Λ
 ɹ Ծఆͯ͠ઃܭ͞Ε͍ͯΔɻ → ߴ଎Խ͸೉͍͠ɻ

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Code: julialang.org/

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Graph: github.com/ViralBShah/julia-presentations/raw/master/Fifth-Elephant-2013/Fifth-Elephant-2013.pdf

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Graph: github.com/ViralBShah/julia-presentations/raw/master/Fifth-Elephant-2013/Fifth-Elephant-2013.pdf

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Graph: github.com/ViralBShah/julia-presentations/raw/master/Fifth-Elephant-2013/Fifth-Elephant-2013.pdf

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http://speed.julialang.org/

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docs.julialang.org/en/latest/packages/packagelist/

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MCMC, ࠷దԽ, ઢܗϞσϧ, ࣌ܥྻ෼ੳ, ՄࢹԽ, DataFrames, CUDA, OpenGL, etc… docs.julialang.org/en/latest/packages/packagelist/

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juliaopt.org/

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www.mit.edu/~mlubin/juliacomputing.pdf

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IJulia Ipython for Julia ! Powerful browser-based graphical notebook Image: julialang.org/ github.com/JuliaLang/IJulia.jl

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http://forio.com/julia/

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ex.nicovideo.jp/denou/tournament/

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ex.nicovideo.jp/denou/tournament/

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ϝΧঁࢠকع Ξϐʔϧจॻˑ

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juliacon.org/

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2014/06/26~27 @ Chicago ্࢙ॳͷJuliaʹؔ͢Δձٞ juliacon.org/

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Douglas Bates 
 lme4, etc. dmbates.blogspot.jp/2012/04/r-programmer-looks-at-julia.html

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johnmyleswhite.com/notebook/2012/03/31/julia-i-love-you/ John Myles White 
 ΦϥΠϦʔʮೖ໳ ػցֶशʯ, etc.

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vincebuffalo.org/2012/03/07/thoughts-on-julia.html Vince Buffalo

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vincebuffalo.org/2012/03/07/thoughts-on-julia.html Vince Buffalo * What’s wrong with R? * What would it take to “challenge” R?

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groups.google.com/forum/#!topic/julia-dev/n3ntT4M0gwo Harlan Harris Data Community DC Julia։ൃऀϝʔϦϯάϦετʹͯ

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R։ൃऀϝʔϦϯάϦετʹͯ r.789695.n4.nabble.com/Julia-td4435583.html

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R։ൃऀϝʔϦϯάϦετʹͯ r.789695.n4.nabble.com/Julia-td4435583.html

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Cons

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·ͩv0.2 / 0.3-dev Cons

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·ͩv0.2 / 0.3-dev Cons ·ͩR΄Ͳύοέʔδ͕
 ॆ࣮͍ͯ͠ͳ͍

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·ͩv0.2 / 0.3-dev Cons ·ͩR΄Ͳύοέʔδ͕
 ॆ࣮͍ͯ͠ͳ͍ ͦ΋ͦ΋RͰຬ଍͍ͯ͠ΔͳΒɺ
 Ҡߦ͢Δཧ༝͕ͳ͍….ʁ

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julialang.org ٕज़ܭࢉͷͨΊͷ৽ݴޠ
 2012~ɻ׆ൃͳίϛϡχςΟɻ ɹߴਫ४ & ಈత ચ࿅͞ΕͨܕγεςϜɻଟॏσΟεύονɻ ߴ଎
 JITίϯύΠϥɻ C΍Fortranʹඖఢ͢ΔϨϕϧɻ

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Juliaษڧձ
 ΍Γ͍ͨʂ

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‣ Julia: A Fast Dynamic Language for Technical Computing Academic paper ‣ An introductory presentation ‣ Learn X in Y minutes - where X=julia ‣ Videos from the Julia tutorial at MIT ‣ Julia tutorial @ DataGotham2013 ‣ Forio Julia tutorial ‣ Project Euler with Julia ‣ Linear Models with Julia ‣ “Julia: A Fast Dynamic Language for Technical Computing” @ SciPy 2012 ‣ “Julia and Python: a dynamic duo for scientific computing” @ SciPy 2013 G E T T I N G S TA R T E D …