{"id":41614,"date":"2024-11-07T16:56:18","date_gmt":"2024-11-07T16:56:18","guid":{"rendered":"https:\/\/atmokpo.com\/w\/?p=41614"},"modified":"2024-11-26T06:36:10","modified_gmt":"2024-11-26T06:36:10","slug":"18-%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%9b%88%eb%a0%a8%ec%9a%a9-%ec%84%9c%eb%b2%84-%ea%b5%ac%ec%b6%95%ed%95%98%ea%b8%b0-%ea%b0%80%ec%83%81-%ed%99%98%ea%b2%bd-%ec%84%a4%ec%a0%95-conda%eb%82%98-vi","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/41614\/","title":{"rendered":"18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, \uac00\uc0c1 \ud658\uacbd \uc124\uc815  Conda\ub098 Virtualenv\ub97c \uc774\uc6a9\ud55c \ub3c5\ub9bd\uc801\uc778 \uc778\uacf5\uc9c0\ub2a5 \uac1c\ubc1c \ud658\uacbd \uad6c\uc131"},"content":{"rendered":"<p><body><\/p>\n<p>\ucd5c\uadfc \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc5d0 \ub530\ub77c, \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\uc2dc\ud0a4\uae30 \uc704\ud55c \ud658\uacbd \uad6c\ucd95\uc758 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uac15\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub2e4\uc591\ud55c AI \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub4e4\uc774 \uc874\uc7ac\ud558\uae30 \ub54c\ubb38\uc5d0, \uac01\uac01\uc758 \ud504\ub85c\uc81d\ud2b8\ub9c8\ub2e4 \ub3c5\ub9bd\uc801\uc778 \uac1c\ubc1c \ud658\uacbd\uc774 \ud544\uc694\ud55c \uc0c1\ud669\uc785\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 Conda\uc640 Virtualenv\uc640 \uac19\uc740 \uac00\uc0c1 \ud658\uacbd \uad00\ub9ac \ub3c4\uad6c\ub97c \uc774\uc6a9\ud558\uc5ec \ub3c5\ub9bd\uc801\uc778 \uc778\uacf5\uc9c0\ub2a5 \uac1c\ubc1c \ud658\uacbd\uc744 \uad6c\uc131\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uac00\uc0c1 \ud658\uacbd\uc758 \ud544\uc694\uc131<\/h2>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \uc124\uc815\ud558\ub294 \uc8fc\ub41c \uc774\uc720\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc758\uc874\uc131 \uad00\ub9ac: \uac01 \ud504\ub85c\uc81d\ud2b8\uc758 \ud328\ud0a4\uc9c0 \ubc84\uc804\uc774 \ucda9\ub3cc\ud558\uc9c0 \uc54a\ub3c4\ub85d \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc7ac\ud604\uc131: \ud2b9\uc815 \ubc84\uc804\uc758 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3d9\uc77c\ud55c \uacb0\uacfc\ub97c \uc7ac\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ud504\ub85c\uc81d\ud2b8 \ubd84\ub9ac: \uc11c\ub85c \ub2e4\ub978 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc0ac\uc6a9\ud558\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uae54\ub054\ud558\uac8c \ubd84\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>2. Conda \ubc0f Virtualenv \uc18c\uac1c<\/h2>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \uc124\uc815\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub3c4\uad6c\ub85c\ub294 Conda\uc640 Virtualenv\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc5d0\uc11c \ub450 \uac00\uc9c0 \ub3c4\uad6c\uc758 \ud2b9\uc9d5\uacfc \uc124\uce58 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<h3>2.1 Conda<\/h3>\n<p>Conda\ub294 Anaconda\uc640 Miniconda\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ud328\ud0a4\uc9c0 \uad00\ub9ac \ubc0f \uac00\uc0c1 \ud658\uacbd \uad00\ub9ac \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ud2b9\ud788 \ub370\uc774\ud130 \uacfc\ud559\uacfc \uc778\uacf5\uc9c0\ub2a5 \uad00\ub828 \ud328\ud0a4\uc9c0\ub97c \ub2e4\ub8e8\ub294 \ub370 \ud2b9\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4>2.1.1 Conda \uc124\uce58<\/h4>\n<ol>\n<li><a href=\"https:\/\/www.anaconda.com\/products\/distribution\">Anaconda \ubc30\ud3ec\ud310<\/a>\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud558\uc5ec \uc124\uce58\ud569\ub2c8\ub2e4. Miniconda\ub294 \uacbd\ub7c9\uc758 \ub300\uc548\uc73c\ub85c, \uae30\ubcf8 \ud328\ud0a4\uc9c0\ub9cc \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc124\uce58 \uacfc\uc815\uc5d0\uc11c \ud658\uacbd \ubcc0\uc218 \uc124\uc815\uc744 \uc120\ud0dd\ud558\uc5ec, Conda \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h4>2.1.2 Conda \uac00\uc0c1 \ud658\uacbd \uc0dd\uc131<\/h4>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \uc0dd\uc131\ud558\ub294 \uba85\ub839\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>conda create --name myenv python=3.8<\/code><\/pre>\n<p>\uc774 \uba85\ub839\uc740 &#8216;myenv&#8217;\ub77c\ub294 \uc774\ub984\uc758 \uac00\uc0c1 \ud658\uacbd\uc744 \uc0dd\uc131\ud558\uace0, Python 3.8\uc744 \uc124\uce58\ud569\ub2c8\ub2e4.<\/p>\n<h4>2.1.3 Conda \uac00\uc0c1 \ud658\uacbd \ud65c\uc131\ud654 \ubc0f \ube44\ud65c\uc131\ud654<\/h4>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \ud65c\uc131\ud654\ud558\ub824\uba74 \ub2e4\uc74c \uba85\ub839\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>conda activate myenv<\/code><\/pre>\n<p>\ube44\ud65c\uc131\ud654\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \ud569\ub2c8\ub2e4:<\/p>\n<pre><code>conda deactivate<\/code><\/pre>\n<h3>2.2 Virtualenv<\/h3>\n<p>Virtualenv\ub294 Python \ud45c\uc900 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0 \ud3ec\ud568\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc9c0\ub9cc, \ub3c5\ub9bd\uc801\uc778 Python \ud658\uacbd\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uac8c \ud574\uc8fc\ub294 \ub3c4\uad6c\uc785\ub2c8\ub2e4. Python \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<h4>2.2.1 Virtualenv \uc124\uce58<\/h4>\n<p>Virtualenv\ub294 pip\ub97c \ud1b5\ud574 \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>pip install virtualenv<\/code><\/pre>\n<h4>2.2.2 Virtualenv \uac00\uc0c1 \ud658\uacbd \uc0dd\uc131<\/h4>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>virtualenv myenv<\/code><\/pre>\n<p>\uc774 \uba85\ub839\uc5b4\ub294 &#8216;myenv&#8217;\ub77c\ub294 \uc774\ub984\uc758 \uac00\uc0c1 \ud658\uacbd\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<h4>2.2.3 Virtualenv \uac00\uc0c1 \ud658\uacbd \ud65c\uc131\ud654 \ubc0f \ube44\ud65c\uc131\ud654<\/h4>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \ud65c\uc131\ud654\ud558\ub824\uba74 \ub2e4\uc74c \uba85\ub839\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4:<\/p>\n<pre><code># macOS\/Linux\nsource myenv\/bin\/activate\n\n# Windows\nmyenv\\Scripts\\activate<\/code><\/pre>\n<p>\ube44\ud65c\uc131\ud654\ub294 \ub2e4\uc74c \uba85\ub839\uc73c\ub85c \uc218\ud589\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>deactivate<\/code><\/pre>\n<h2>3. \uc778\uacf5\uc9c0\ub2a5 \uac1c\ubc1c\uc744 \uc704\ud55c \uae30\ubcf8 \uc124\uc815<\/h2>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \uc124\uc815\ud55c \ud6c4, \uc778\uacf5\uc9c0\ub2a5 \ubc0f \ub370\uc774\ud130 \uacfc\ud559 \uad00\ub828 \ud328\ud0a4\uc9c0\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \ud328\ud0a4\uc9c0\ub97c \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><code>numpy<\/code>: \uc218\uce58 \uacc4\uc0b0 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li><code>pandas<\/code>: \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc870\uc791\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li><code>matplotlib<\/code>: \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li><code>scikit-learn<\/code>: \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li><code>tensorflow<\/code> \ub610\ub294 <code>pytorch<\/code>: \ub525\ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c<\/li>\n<\/ul>\n<h3>3.1 \ud544\uc694\ud55c \ud328\ud0a4\uc9c0 \uc124\uce58<\/h3>\n<p>\uc124\uce58 \ubc29\ubc95\uc740 Conda\uc640 pip\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc774 \uc9c4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<h4>3.1.1 Conda\ub97c \uc774\uc6a9\ud55c \ud328\ud0a4\uc9c0 \uc124\uce58<\/h4>\n<pre><code>conda install numpy pandas matplotlib scikit-learn tensorflow<\/code><\/pre>\n<h4>3.1.2 Pip\uc744 \uc774\uc6a9\ud55c \ud328\ud0a4\uc9c0 \uc124\uce58<\/h4>\n<pre><code>pip install numpy pandas matplotlib scikit-learn tensorflow<\/code><\/pre>\n<h2>4. \uac00\uc0c1 \ud658\uacbd\uc744 \uc774\uc6a9\ud55c \ud504\ub85c\uc81d\ud2b8 \uad00\ub9ac<\/h2>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \uc798 \uad00\ub9ac\ud558\uba74 \uc5ec\ub7ec \ud504\ub85c\uc81d\ud2b8\ub97c \ub3d9\uc2dc\uc5d0 \uc9c4\ud589\ud560 \ub54c\uc758 \ubd88\ud3b8\ud568\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uac00\uc0c1 \ud658\uacbd\uc744 \uc798 \ud65c\uc6a9\ud558\ub294 \uba87 \uac00\uc9c0 \ud301\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uac01 \ud504\ub85c\uc81d\ud2b8\ub9c8\ub2e4 \ubcc4\ub3c4\uc758 \uac00\uc0c1 \ud658\uacbd\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc744 \uad8c\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<li>\uac00\uc0c1 \ud658\uacbd\uc744 \uc0ac\uc6a9\ud560 \ub54c\ub294 \ud56d\uc0c1 \ud65c\uc131\ud654\ub41c \uc0c1\ud0dc\uc5d0\uc11c \uc791\uc5c5\ud558\uc138\uc694.<\/li>\n<li>\ud544\uc694\ud55c \ud328\ud0a4\uc9c0 \uc124\uce58 \ud6c4, \ud574\ub2f9 \ud658\uacbd\uc758 <code>requirements.txt<\/code> \ud30c\uc77c\uc744 \ub9cc\ub4e4\uc5b4 \ub2e4\ub978 \uc0ac\ub78c\uacfc \uacf5\uc720\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/li>\n<pre><code>pip freeze &gt; requirements.txt<\/code><\/pre>\n<li>README.md \ud30c\uc77c\uc5d0 \ud504\ub85c\uc81d\ud2b8 \uc124\uba85\uacfc \uc124\uce58 \ubc29\ubc95\uc744 \ud568\uaed8 \uae30\uc7ac\ud574 \ub450\uba74 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>5. \uacb0\ub860<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\uc744 \uc704\ud574 \uac00\uc0c1 \ud658\uacbd \uc124\uc815\uc740 \ud544\uc218\uc801\uc778 \uacfc\uc815\uc785\ub2c8\ub2e4. Conda\uc640 Virtualenv\ub97c \ud1b5\ud574 \ub3c5\ub9bd\uc801\uc778 \uac1c\ubc1c \ud658\uacbd\uc744 \uad6c\uc131\ud558\uace0, \uc5c5\ubb34\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc704\uc5d0\uc11c \uc124\uba85\ud55c \ubc29\ubc95\ub4e4\uc744 \ud65c\uc6a9\ud558\uc5ec \uc5ec\ub7ec\ubd84\uc758 \uc778\uacf5\uc9c0\ub2a5 \ud504\ub85c\uc81d\ud2b8\ub97c \ud55c\uce35 \ubc1c\uc804\uc2dc\ud0a4\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ucd5c\uadfc \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc5d0 \ub530\ub77c, \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\uc2dc\ud0a4\uae30 \uc704\ud55c \ud658\uacbd \uad6c\ucd95\uc758 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uac15\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub2e4\uc591\ud55c AI \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub4e4\uc774 \uc874\uc7ac\ud558\uae30 \ub54c\ubb38\uc5d0, \uac01\uac01\uc758 \ud504\ub85c\uc81d\ud2b8\ub9c8\ub2e4 \ub3c5\ub9bd\uc801\uc778 \uac1c\ubc1c \ud658\uacbd\uc774 \ud544\uc694\ud55c \uc0c1\ud669\uc785\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 Conda\uc640 Virtualenv\uc640 \uac19\uc740 \uac00\uc0c1 \ud658\uacbd \uad00\ub9ac \ub3c4\uad6c\ub97c \uc774\uc6a9\ud558\uc5ec \ub3c5\ub9bd\uc801\uc778 \uc778\uacf5\uc9c0\ub2a5 \uac1c\ubc1c \ud658\uacbd\uc744 \uad6c\uc131\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uac00\uc0c1 \ud658\uacbd\uc758 \ud544\uc694\uc131 \uac00\uc0c1 \ud658\uacbd\uc744 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/41614\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, \uac00\uc0c1 \ud658\uacbd \uc124\uc815  Conda\ub098 Virtualenv\ub97c \uc774\uc6a9\ud55c \ub3c5\ub9bd\uc801\uc778 \uc778\uacf5\uc9c0\ub2a5 \uac1c\ubc1c \ud658\uacbd \uad6c\uc131&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[179],"tags":[],"class_list":["post-41614","post","type-post","status-publish","format-standard","hentry","category-179"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - 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