{"id":558,"date":"2020-07-21T20:37:09","date_gmt":"2020-07-21T11:37:09","guid":{"rendered":"http:\/\/www.mukgee.com\/?p=558"},"modified":"2020-12-27T01:24:16","modified_gmt":"2020-12-26T16:24:16","slug":"558","status":"publish","type":"post","link":"http:\/\/mukgee.com\/?p=558","title":{"rendered":"[M\/L]LOL \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c Skill \ud2b8\ub9ac \ud559\uc2b5(2)"},"content":{"rendered":"<p>[M\/L]LOL \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c Skill \ud2b8\ub9ac \ud559\uc2b5(1)\uc5d0 \uc774\uc5b4 \uc9c4\ud589\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc218\uc9d1\ub41c \ub370\uc774\ud130 set \uc740 \uc544\ub798\uc640 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" class=\"size-medium wp-image-559 aligncenter\" src=\"http:\/\/www.mukgee.com\/wp-content\/uploads\/2020\/07\/A046E251-4C05-471D-9B54-7A38F3A69496-300x118.jpeg\" alt=\"\" width=\"300\" height=\"118\" \/><\/p>\n<p>2\ubc88\uc9f8 column\uc758 \ub370\uc774\ud130\uac00 \ud504\ub85c\uac8c\uc774\uba38\ub4e4\uc774 \uc120\ud0dd\ud55c skill sequence \uc785\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uae30\uc5d0 \ub530\ub77c 18 \ub808\ubca8 \uc804\uc5d0 \ub05d\ub0a0\uc218\ub3c4 \uc788\uae30 \ub54c\ubb38\uc5d0 \uaf2d 18\uac1c\uc758 sequence \uac00 \uc874\uc7ac\ud558\ub294\uac74 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<p>\ubb38\uc7a5\uc744 bi-gram\uc73c\ub85c \ub098\ub204\ub4ef\uc774 skill sequence\ub97c \ud559\uc2b5 \uac00\ub2a5\ud55c \ud615\ud0dc\uc758 n-gram\uc73c\ub85c \ub9cc\ub4e4\uc5b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>skill set\uc758 n-gram\uc740 { 1,2,3,4 }\uc758 set\uc73c\ub85c \uad6c\uc131\ub41c n = 19 \uc778 \ub370\uc774\ud130 set \uc785\ub2c8\ub2e4.<\/p>\n<pre class=\"lang:python decode:true  \">sequences = list()\nfor line in data: \n    line = str(line)\n    for i,a in enumerate(line):\n        sequence = [c for c in line[:i+1]]\n        sequence.insert(0,'6') #begin point\ub97c 6\uc73c\ub85c \uc124\uc815\n        sequences.append(sequence)<\/pre>\n<p>\uadf8\ub9ac\uace0 max length = 19 \ubcf4\ub2e4 \uc9e7\uc740 \ub370\uc774\ud130\uc5d0 \ub300\ud574\uc11c\ub294 0\uc73c\ub85c padding \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<pre class=\"lang:python decode:true\">sequences = pad_sequences(sequences, maxlen=max_len, padding='pre')<\/pre>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c \uac00\uc7a5 \uae30\ubcf8\uc801\uc778 RNN \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uc5ec \ud559\uc2b5\uc2dc\ucf1c \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" class=\"aligncenter wp-image-560 size-large\" src=\"http:\/\/www.mukgee.com\/wp-content\/uploads\/2020\/07\/C2CD008E-FBDE-4141-9CE0-F360CCF21D43-1024x513.jpeg\" alt=\"\" width=\"843\" height=\"422\" \/><\/p>\n<p>\uacb0\uacfc\uac00 \uc88b\uc9c0 \uc54a\ub124\uc694<\/p>\n<p>validation loss \uac00 \uc904\uc5b4\ub4e4\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" class=\"aligncenter wp-image-561 size-large\" src=\"http:\/\/www.mukgee.com\/wp-content\/uploads\/2020\/07\/162A44FB-189D-4757-93B3-523DAE087574-1024x740.jpeg\" alt=\"\" width=\"843\" height=\"609\" \/><\/p>\n<p>\ubaa8\ub378\uc744 \ub2e4\uc2dc \uad6c\uc131\ud558\uace0 hyper paramerter\ub4e4\uc744 \ud29c\ub2dd\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[M\/L]LOL \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c Skill \ud2b8\ub9ac \ud559\uc2b5(1)\uc5d0 \uc774\uc5b4 \uc9c4\ud589\ud569\ub2c8\ub2e4. \uc218\uc9d1\ub41c \ub370\uc774\ud130 set \uc740 \uc544\ub798\uc640 \uac19\uc2b5\ub2c8\ub2e4. 2\ubc88\uc9f8 column\uc758 \ub370\uc774\ud130\uac00 \ud504\ub85c\uac8c\uc774\uba38\ub4e4\uc774 \uc120\ud0dd\ud55c skill sequence \uc785\ub2c8\ub2e4. \uacbd\uae30\uc5d0 \ub530\ub77c 18&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":""},"categories":[3],"tags":[24],"aioseo_notices":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/mukgee.com\/index.php?rest_route=\/wp\/v2\/posts\/558"}],"collection":[{"href":"http:\/\/mukgee.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/mukgee.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/mukgee.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/mukgee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=558"}],"version-history":[{"count":1,"href":"http:\/\/mukgee.com\/index.php?rest_route=\/wp\/v2\/posts\/558\/revisions"}],"predecessor-version":[{"id":598,"href":"http:\/\/mukgee.com\/index.php?rest_route=\/wp\/v2\/posts\/558\/revisions\/598"}],"wp:attachment":[{"href":"http:\/\/mukgee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=558"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/mukgee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=558"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/mukgee.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=558"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}