{"id":3846,"date":"2023-09-15T15:26:05","date_gmt":"2023-09-15T06:26:05","guid":{"rendered":"https:\/\/julialang.kr\/?p=3846"},"modified":"2023-09-15T15:26:35","modified_gmt":"2023-09-15T06:26:35","slug":"julia-turing-julia-turing-package%eb%a5%bc-%ec%82%ac%ec%9a%a9%ed%95%98%ec%97%ac-%ec%82%ac%ed%9b%84%eb%b6%84%ed%8f%ac%eb%a5%bc-%ec%98%a8%eb%9d%bc%ec%9d%b8-%ec%97%85%eb%8d%b0%ec%9d%b4%ed%8a%b8","status":"publish","type":"post","link":"https:\/\/julialang.kr\/?p=3846","title":{"rendered":"[Julia, Turing] Julia Turing package\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\ud6c4\ubd84\ud3ec\ub97c \uc628\ub77c\uc778 \uc5c5\ub370\uc774\ud2b8 \uac00\ub2a5\ud558\uac8c \ud560 \uc218 \uc788\ub098?"},"content":{"rendered":"\n

ChatGPT4\uc758 \ub2f5\ubcc0<\/p>\n\n\n\n

Turing.jl<\/code>\uc740 Julia \uc5b8\uc5b4\uc5d0\uc11c \ubca0\uc774\uc9c0\uc548 \ud1b5\uacc4 \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud328\ud0a4\uc9c0\uc785\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c Turing.jl<\/code>\uc740 \uc815\uc801 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc0ac\ud6c4 \ubd84\ud3ec\ub97c \ucd94\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc628\ub77c\uc778 \uc5c5\ub370\uc774\ud2b8, \uc989 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uac00 \ub3c4\ucc29\ud560 \ub54c\ub9c8\ub2e4 \uc0ac\ud6c4 \ubd84\ud3ec\ub97c \uc5c5\ub370\uc774\ud2b8\ud558\ub294 \uac83\uc740 \uc804\ud1b5\uc801\uc778 MCMC \ubc29\ubc95\uc73c\ub85c\ub294 \uc9c1\uc811\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc628\ub77c\uc778 \ubca0\uc774\uc9c0\uc548 \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud574\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc811\uadfc \ubc29\ubc95\uc744 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n

    \n
  1. \ubca0\uc774\uc9c0\uc548 \ud544\ud130\ub9c1<\/strong>: \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub098 \uc21c\ucc28\uc801 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc628\ub77c\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud574 \ubca0\uc774\uc9c0\uc548 \ud544\ud130\ub9c1 \ubc29\ubc95, \uc608\ub97c \ub4e4\uba74 \ud30c\ud2f0\ud074 \ud544\ud130(particle filter)\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
  2. \ubcc0\ubd84 \ubca0\uc774\uc9c0\uc548 \ubc29\ubc95<\/strong>: \ubcc0\ubd84 \ubca0\uc774\uc9c0\uc548 \ubc29\ubc95\uc740 \uc0ac\ud6c4 \ubd84\ud3ec\ub97c \uadfc\uc0ac\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uba70, \uc628\ub77c\uc778 \uc5c5\ub370\uc774\ud2b8\uc5d0 \uc801\ud569\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uba74, Stochastic Variational Inference (SVI)\uc640 \uac19\uc740 \ubc29\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
  3. \ubbf8\ub2c8\ubc30\uce58 \ubc29\ubc95<\/strong>: \uc804\uccb4 \ub370\uc774\ud130\uc14b \ub300\uc2e0 \ubbf8\ub2c8\ubc30\uce58\ub97c \uc0ac\uc6a9\ud558\uc5ec MCMC\ub098 \ubcc0\ubd84 \ucd94\ub860\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \ud070 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud55c \ubca0\uc774\uc9c0\uc548 \ucd94\ub860\uc744 \uac00\uc18d\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n

    Turing.jl<\/code> \uc790\uccb4\ub294 \uae30\ubcf8\uc801\uc73c\ub85c \uc628\ub77c\uc778 \uc5c5\ub370\uc774\ud2b8 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc704\uc5d0\uc11c \uc5b8\uae09\ud55c \ubc29\ubc95\ub4e4\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc9c1\uc811 \uad6c\ud604\ud558\uac70\ub098, \ub2e4\ub978 Julia \ud328\ud0a4\uc9c0\uc640 \uc870\ud569\ud558\uc5ec \uc628\ub77c\uc778 \ubca0\uc774\uc9c0\uc548 \uc5c5\ub370\uc774\ud2b8\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

    \ub610\ud55c, \uc628\ub77c\uc778 \ubca0\uc774\uc9c0\uc548 \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uc804\uc6a9 \ud328\ud0a4\uc9c0\ub098 \ub3c4\uad6c\uac00 Julia \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \uac1c\ubc1c\ub418\uace0 \uc788\uc744 \uc218 \uc788\uc73c\ubbc0\ub85c, \uad00\ub828 \ub9ac\uc18c\uc2a4\ub098 \ucd5c\uc2e0 \ub3c4\uad6c\ub97c \ucc3e\uc544\ubcf4\ub294 \uac83\ub3c4 \uc88b\uc740 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"

    ChatGPT4\uc758 \ub2f5\ubcc0 Turing.jl\uc740 Julia \uc5b8\uc5b4\uc5d0\uc11c \ubca0\uc774\uc9c0\uc548 \ud1b5\uacc4 \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ud328\ud0a4\uc9c0\uc785\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c Turing.jl\uc740 \uc815\uc801 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc0ac\ud6c4 \ubd84\ud3ec\ub97c \ucd94\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc628\ub77c\uc778 \uc5c5\ub370\uc774\ud2b8, \uc989 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uac00 \ub3c4\ucc29\ud560 \ub54c\ub9c8\ub2e4 \uc0ac\ud6c4 \ubd84\ud3ec\ub97c \uc5c5\ub370\uc774\ud2b8\ud558\ub294 \uac83\uc740 \uc804\ud1b5\uc801\uc778 MCMC \ubc29\ubc95\uc73c\ub85c\ub294 \uc9c1\uc811\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \uc628\ub77c\uc778 \ubca0\uc774\uc9c0\uc548 \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud574\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc811\uadfc \ubc29\ubc95\uc744 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4: Turing.jl \uc790\uccb4\ub294 \uae30\ubcf8\uc801\uc73c\ub85c \uc628\ub77c\uc778 \uc5c5\ub370\uc774\ud2b8 \uae30\ub2a5\uc744 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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