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Data Science Env with Docker

Data Science Env with Docker

Dockerを使って研究環境を整備する
Lightning Talk at みんなのPython勉強会 #45

hyga2c

May 15, 2019
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  1. ࠷ॳͷ੒ޭ w ʢࣦഊͷੵΈॏͶͷޙʹʣ5FOTPS'MPX؀ڥͷߏஙʹ੒ޭ w %PDLFSલɿ5FOTPS'MPXͷόʔδϣϯͱ͔DVEBͷόʔδϣϯͱ͔શ͘ ཧղग़དྷࣦͣഊͷ࿈ଓʼ͍ͭʹ6CVOUVͷ࠶Πϯετʔϧ·Ͱ w %PDLFSಋೖτϥΠޙ w ࠷ॳͷࣦഊˠ2JJUBͷݹ͍هࣄΛࢀর͍ͯͨ͠


    ཧ༝ɿࣗ෼ͷ؀ڥͷDVEBͷόʔδϣϯ͕৽͗ͨ͢͠ w ೋ౓໨Ͱ੒ޭˠ੒ޭͷݪҼɿ5FOTPS'MPXެࣜΛࢀর w IUUQTXXXUFOTPSqPXPSHJOTUBMMEPDLFS w ڭ܇ɿͱʹ͔͘ݪయʹ͋ͨΔ
  2. ࣮ࡍʹԿΛ΍͍ͬͯΔ͔ w SNίϯςφऴྃ࣌ʹίϯςφࣗಈ࡟আ w Qϙʔτࢦఆɹʢ%PDLFSίϯςφʹΞΫηε͢Δϙʔτ൪߸ͱGPXBSEJOHΛࢦఆʣ w F؀ڥม਺ࢦఆʢࠓճ͸ىಈޙʹKVQZUFSMBCTΛىಈʣ w OBNFίϯςφͷ໊લࢦఆʢŠSN͢ΔͳΒ͹ w

    WσΟϨΫτϦͷڞ༗ˠϗετଆͷσΟϨΫτϦ NOUTTEXPSL ͱίϯςφ಺ͷʢIPNF KPWZBOXPSL σΟϨΫτϦΛಉظ w $ docker run --rm -p 8888:8888 \ -e JUPYTER_ENABLE_LAB=yes\ --name jupyter-labs\ -v /mnt/ssd/work/:/home/jovyan/work\ jupyter/scipy-notebook