{"id":2543,"date":"2023-07-21T19:35:49","date_gmt":"2023-07-21T19:35:49","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%89%e1%85%b5%e1%84%80%e1%85%b3%e1%84%86%e1%85%a9%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%92%e1%85%a1%e1%86%b7%e1%84%89%e1%85%ae\/"},"modified":"2023-07-21T19:35:49","modified_gmt":"2023-07-21T19:35:49","slug":"%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%89%e1%85%b5%e1%84%80%e1%85%b3%e1%84%86%e1%85%a9%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%92%e1%85%a1%e1%86%b7%e1%84%89%e1%85%ae","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%89%e1%85%b5%e1%84%80%e1%85%b3%e1%84%86%e1%85%a9%e1%84%8b%e1%85%b5%e1%84%83%e1%85%b3-%e1%84%92%e1%85%a1%e1%86%b7%e1%84%89%e1%85%ae\/","title":{"rendered":"Python\uc5d0\uc11c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/en.wikipedia.org\/wiki\/Sigmoid_function\" target=\"_blank\" rel=\"noopener\">\uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub294<\/a> \uadf8\ub9b4 \ub54c &#8220;S&#8221; \ubaa8\uc591\uc758 \uace1\uc120\uc744 \ub098\ud0c0\ub0b4\ub294 \uc218\ud559 \ud568\uc218\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\uc758 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uc608\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub418\ub294 \ub85c\uc9c0\uc2a4\ud2f1 \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>F(x) = 1 \/ (1 + e <sup>-x<\/sup> )<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Python\uc5d0\uc11c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 \ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 <strong>SciPy<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.special.expit.html\" target=\"_blank\" rel=\"noopener\">expit()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">special<\/span> <span style=\"color: #008000;\">import<\/span> expit\n\n<span style=\"color: #008080;\">#calculate sigmoid function for x = 2.5\n<\/span>expire(2.5)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \uae30\ub2a5\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 1: \uac12\uc5d0 \ub300\ud55c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218 \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 x = 2.5 \uac12\uc5d0 \ub300\ud55c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">special<\/span> <span style=\"color: #008000;\">import<\/span> expit\n\n<span style=\"color: #008080;\">#calculate sigmoid function for x = 2.5\n<\/span>expire(2.5)\n\n0.9241418199787566\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">x = 2.5\uc5d0 \ub300\ud55c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\uc758 \uac12\uc740 <strong>0.924<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac12\uc744 \uc218\ub3d9\uc73c\ub85c \uacc4\uc0b0\ud558\uc5ec \uc774\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">F(x) = 1 \/ (1 + e <sup>-x<\/sup> )<\/span><\/li>\n<li> <span style=\"color: #000000;\">F(x) = 1 \/ (1 + e <sup>-2.5<\/sup> )<\/span><\/li>\n<li> <span style=\"color: #000000;\">F(x) = 1 \/ (1 + 0.082)<\/span><\/li>\n<li> <span style=\"color: #000000;\">F(x) = <strong>0.924<\/strong><\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 2: \uc5ec\ub7ec \uac12\uc5d0 \ub300\ud55c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218 \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc5ec\ub7ec x \uac12\uc5d0 \ub300\ud55c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub97c \ud55c \ubc88\uc5d0 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">special<\/span> <span style=\"color: #008000;\">import<\/span> expit\n<\/span>\n#define list of values\n<span style=\"color: #000000;\">values = [-2, -1, 0, 1, 2]\n\n<span style=\"color: #008080;\">#calculate sigmoid function for each value in list\n<\/span>expire(values)\n\narray([0.11920292, 0.26894142, 0.5, 0.73105858, 0.88079708])\n<\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 3: \uac12 \ubc94\uc704\uc5d0 \ub300\ud55c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218 \ub3c4\ud45c\ud654<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <a href=\"https:\/\/matplotlib.org\/\" target=\"_blank\" rel=\"noopener\">matplotlib\ub97c<\/a> \uc0ac\uc6a9\ud558\uc5ec x \uac12 \ubc94\uc704\uc5d0 \ub300\ud55c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\uc758 \uac12\uc744 \ud50c\ub86f\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import <span style=\"color: #000000;\">matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">special<\/span> <span style=\"color: #008000;\">import<\/span> expit\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define range of x-values\n<\/span>x = np. <span style=\"color: #3366ff;\">linspace<\/span> (-10, 10, 100)\n\n<span style=\"color: #008080;\">#calculate sigmoid function for each x-value\n<\/span>y = expire(x)\n  \n<span style=\"color: #008080;\">#createplot\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x, y)\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">x<\/span> ')\nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">F(x)<\/span> ')\n\n<span style=\"color: #008080;\">#displayplot\n<\/span>plt. <span style=\"color: #3366ff;\">show<\/span> ()\n<\/span><\/span><\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22606\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sigmoide_python.jpg\" alt=\"Python\uc758 \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\" width=\"495\" height=\"377\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ud50c\ub86f\uc740 \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\uc758 &#8220;S&#8221; \ubaa8\uc591 \uace1\uc120 \ud2b9\uc131\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/python\u110b\u1166\u1109\u1165-\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-\u1111\u1173\u11af\u1105\u1169\u11ba\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \uace1\uc120\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub294 \uadf8\ub9b4 \ub54c &#8220;S&#8221; \ubaa8\uc591\uc758 \uace1\uc120\uc744 \ub098\ud0c0\ub0b4\ub294 \uc218\ud559 \ud568\uc218\uc785\ub2c8\ub2e4. \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\uc758 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uc608\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub418\ub294 \ub85c\uc9c0\uc2a4\ud2f1 \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\uc785\ub2c8\ub2e4. F(x) = 1 \/ (1 + e -x ) Python\uc5d0\uc11c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 \ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 SciPy \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 expit() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. from scipy. special import expit #calculate sigmoid function [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-2543","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\uc5d0\uc11c \uc2dc\uadf8\ubaa8\uc774\ub4dc \ud568\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - 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