{"id":2805,"date":"2015-05-23T22:00:13","date_gmt":"2015-05-23T13:00:13","guid":{"rendered":"http:\/\/www.itbook.info\/web\/?p=2805"},"modified":"2015-05-23T22:00:13","modified_gmt":"2015-05-23T13:00:13","slug":"ut-hacks%e3%81%95%e3%82%93%e4%b8%bb%e5%82%ac%e3%81%ae%e3%80%8cdeeplearning%e3%81%ab%e5%85%88%e7%ab%8b%e3%81%a4%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e8%ac%9b%e7%bf%92%e4%bc%9a%e3%80%8d%e5%8f%82%e5%8a%a0","status":"publish","type":"post","link":"https:\/\/www.itbook.info\/web\/2015\/05\/ut-hacks%e3%81%95%e3%82%93%e4%b8%bb%e5%82%ac%e3%81%ae%e3%80%8cdeeplearning%e3%81%ab%e5%85%88%e7%ab%8b%e3%81%a4%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e8%ac%9b%e7%bf%92%e4%bc%9a%e3%80%8d%e5%8f%82%e5%8a%a0.html","title":{"rendered":"UT-HACKs\u3055\u3093\u4e3b\u50ac\u306e\u300cDeepLearning\u306b\u5148\u7acb\u3064\u6a5f\u68b0\u5b66\u7fd2\u8b1b\u7fd2\u4f1a\u300d\u53c2\u52a0\u30e1\u30e2"},"content":{"rendered":"<aside class=\"row veu_insertAds before\"><div class=\"col-md-12\"><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\r\n                        <!-- cat_\u4e0a\u90e8 -->\r\n                        <ins class=\"adsbygoogle\" style=\"display:block\" data-ad-client=\"ca-pub-6102004203189610\" data-ad-slot=\"9628163001\" data-ad-format=\"auto\"><\/ins>\r\n                        <script>\r\n                        (adsbygoogle = window.adsbygoogle || []).push({});\r\n                        <\/script><\/div><\/aside><p>UT-HACKs\u3055\u3093\u4e3b\u50ac\u306e\u300cDeepLearning\u306b\u5148\u7acb\u3064\u6a5f\u68b0\u5b66\u7fd2\u8b1b\u7fd2\u4f1a\u300d\u306b\u53c2\u52a0\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><a href=\"https:\/\/machinelearningstudy.doorkeeper.jp\/events\/24979\">DeepLearning\u306b\u5148\u7acb\u3064\u6a5f\u68b0\u5b66\u7fd2\u8b1b\u7fd2\u4f1a &#8211; \u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u52c9\u5f37\u4f1a | Doorkeeper<\/a><\/p>\n<p>\u6e80\u54e1\u5fa1\u793c\u3067\u90e8\u5c4b\u304c\u7d50\u69cb\u7aae\u5c48\u3067\u3057\u305f\u304c\u3001\u5185\u5bb9\u81ea\u4f53\u306f\u3068\u3066\u3082\u5206\u304b\u308a\u3084\u3059\u304f\u3001\u6a5f\u68b0\u5b66\u7fd2\u521d\u5fc3\u8005\u306b\u306f\u6700\u9069\u306a\u5185\u5bb9\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u6700\u8fd1\u306f\u6a5f\u68b0\u5b66\u7fd2\u3068\u304bDeepLearning\u3068\u3044\u3046\u30ad\u30fc\u30ef\u30fc\u30c9\u306f\u6ce8\u76ee\u5ea6\u9ad8\u3044\u3063\u3059\u306d\u3002<\/p>\n<p>\u4ee5\u4e0b\u96d1\u591a\u306a\u30e1\u30e2\u3067\u3059\u3002<\/p>\n<h1 id=\"\u8b1b\u7fd2\u4f1a\u3067\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\">\u8b1b\u7fd2\u4f1a\u3067\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068<\/h1>\n<ul>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u304c\u5206\u304b\u308b<\/li>\n<li>Python\u3067\u30c7\u30fc\u30bf\u89e3\u6790\u304c\u3067\u304d\u308b<\/li>\n<\/ul>\n<h1 id=\"deeplearning\u3068\u306f\">Deep Learning\u3068\u306f<\/h1>\n<h2 id=\"google\u304c\u732b\u3092\u767a\u898b\u3057\u305f\">Google\u304c\u732b\u3092\u767a\u898b\u3057\u305f<\/h2>\n<p>Google\u304cYoutube\u306e\u6620\u50cf\u304b\u3089Deep Leaning\u3092\u4f7f\u3063\u3066\u732b\u3092\u898b\u3064\u3051\u305f\u3068\u3044\u3046\u306e\u306f\u6709\u540d\u306a\u8a71\u3002<\/p>\n<blockquote cite=\"http:\/\/wired.jp\/2012\/07\/06\/google-recognizes-kittens\/\"title=\"\u732b\u3092\u8a8d\u8b58\u3067\u304d\u308bGoogle\u306e\u5de8\u5927\u982d\u8133 \u00ab WIRED.jp\">\n<p>\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5dde\u30de\u30a6\u30f3\u30c6\u30f3\u30f4\u30e5\u30fc\u306e\u7814\u7a76\u6240\u3067\u3001\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u81ea\u8eab\u304cYouTube\u4e0a\u306e\u732b\u306e\u753b\u50cf\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u3092\u5b66\u7fd2\u3057\u305f\u3002\u79d8\u5bc6\u306f\u3001\u83ab\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u304b\u3051\u308b\u3053\u3068\u3060\u3002<\/p>\n<p><cite>via:<a href=\"http:\/\/wired.jp\/2012\/07\/06\/google-recognizes-kittens\/\"target=\"_blank\">\u732b\u3092\u8a8d\u8b58\u3067\u304d\u308bGoogle\u306e\u5de8\u5927\u982d\u8133 \u00ab WIRED.jp<\/a><\/cite><\/p><\/blockquote>\n<h2 id=\"\u4e00\u822c\u7269\u4f53\u8a8d\u8b58\">\u4e00\u822c\u7269\u4f53\u8a8d\u8b58<\/h2>\n<ul>\n<li>\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3092\u5f53\u3066\u308b\u30b3\u30f3\u30c6\u30b9\u30c8<br \/>\n\u9593\u9055\u3048\u65b9\u3082\u81ea\u7136<\/li>\n<\/ul>\n<p>Deep Learinig\u306f\u7121\u9650\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u304c\u3001\u8aa4\u89e3\u3055\u308c\u3066\u3044\u308b\u3002\u3000<br \/>\n\u30bb\u30df\u30ca\u30fc\u306e\u76ee\u7684\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u4e01\u5be7\u306b\u3084\u3055\u3057\u304f\u3001\u6570\u5f0f\u5c11\u306a\u3081\u3067\u89e3\u8aac\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084DeepLearning\u306b\u307e\u3064\u308f\u308b\u30ba\u30ec\u305f\u30a4\u30e1\u30fc\u30b8\u3092\u89e3\u3044\u3066\u3044\u304d\u305f\u3044\u3002<\/p>\n<h2 id=\"\u6a5f\u68b0\u5b66\u7fd2\u306e\u30bf\u30a4\u30d7\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u30bf\u30a4\u30d7<\/h2>\n<h3 id=\"\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\">\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/h3>\n<p>\u6b63\u89e3\u306e\u3042\u308b\u30c7\u30fc\u30bf\u304b\u3089\u898f\u5247\u6027\u3092\u898b\u3064\u3051\u308b<br \/>\nGoogle\u306e\u5e74\u9f62\u5f53\u3066<\/p>\n<h3 id=\"\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\">\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<\/h3>\n<p>\u6b63\u89e3\u306e\u306a\u3044\u30c7\u30fc\u30bf\u304b\u3089\u898f\u5247\u6027\u3092\u898b\u3064\u3051\u308b<\/p>\n<p>\u4ee5\u4e0b\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u8b1b\u5e2b\u304c\u95a2\u308f\u3063\u3066\u3044\u308b\u300c\u4eba\u5de5\u77e5\u80fd\u3092\u4f7f\u3063\u305f\u7c21\u5358\u30a2\u30d5\u30a3\u30ea\u30a8\u30a4\u30c8\u30c4\u30fc\u30eb\u300d\u3002<\/p>\n<p><a href=\"http:\/\/www.linkplaza.jp\/\">Linkplaza\uff08\u30ea\u30f3\u30af\u30d7\u30e9\u30b6\uff09<\/a><\/p>\n<h3 id=\"\u5f37\u5316\u5b66\u7fd2\">\u5f37\u5316\u5b66\u7fd2<\/h3>\n<p>\u8a66\u884c\u932f\u8aa4\u3092\u901a\u3058\u3066\u74b0\u5883\u306b\u9069\u5fdc\u3059\u308b\u5b66\u7fd2<br \/>\n\u56de\u6570\u3092\u91cd\u306d\u308b\u3053\u3068\u3067\u5b66\u3093\u3067\u3044\u304f<br \/>\nDeep Q network\u304c\u6709\u540d<\/p>\n<h3 id=\"\u30d6\u30ed\u30c3\u30af\u5d29\u3057\u3092\u5f37\u5316\u5b66\u7fd2\u3055\u305b\u3066\u307f\u305f\u8a71\">\u30d6\u30ed\u30c3\u30af\u5d29\u3057\u3092\u5f37\u5316\u5b66\u7fd2\u3055\u305b\u3066\u307f\u305f\u8a71<\/h3>\n<p>\u6700\u521d\u306f\u5168\u7136\u30c0\u30e1\u3060\u3051\u3069\u3001\u6700\u5f8c\u306f\u6226\u7565\u3092\u898b\u3064\u3051\u308b\u307e\u3067\u5f37\u5316\u3055\u308c\u305f\u3002<\/p>\n<p><iframe loading=\"lazy\" width=\"480\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/LJ4oCb6u7kk\" frameborder=\"0\" allowfullscreen><\/iframe><\/p>\n<h2 id=\"\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\">\u6559\u5e2b\u3042\u308a\u5b66\u7fd2<\/h2>\n<p>\u6b63\u89e3\u3068\u306a\u308b\u5024\uff1bTarget\uff08\u76ee\u7684\u5909\u6570\uff09<br \/>\n\u4e88\u6e2c\u306e\u3082\u3068\u306b\u306a\u308b\u5024\uff1aFeature\uff08\u7279\u5fb4\u91cf\uff09<\/p>\n<h3 id=\"\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u76ee\u7684\">\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u76ee\u7684<\/h3>\n<p>Target\u3092Feature\u306e\u95a2\u6570\u3067\u66f8\u304d\u8868\u3057\u305f\u3044<\/p>\n<h3 id=\"\u5206\u985e\u3068\u56de\u5e30\">\u5206\u985e\u3068\u56de\u5e30<\/h3>\n<h4 id=\"\u5206\u985e\">\u5206\u985e<\/h4>\n<ul>\n<li>\u6b63\u89e3\u304c\u96e2\u6563\u7684<\/li>\n<li>\u660e\u65e5\u306e\u5929\u6c17\u306f\u6674\u308c\uff1f\u66c7\u308a\uff1f\u96e8\uff1f<\/li>\n<\/ul>\n<h4 id=\"\u56de\u5e30\">\u56de\u5e30<\/h4>\n<ul>\n<li>\u6b63\u89e3\u304c\u9023\u7d9a\u7684<\/li>\n<li>\u660e\u65e5\u306e\u6c17\u6e29\u306f\u4f55\u5ea6\uff1f<\/li>\n<\/ul>\n<h3 id=\"\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\">\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h3>\n<ul>\n<li>\u7dda\u5f62\u56de\u5e30<\/li>\n<li>\u30ed\u30b8\u30b9\u30c6\u30c3\u30af\u56de\u5e30<\/li>\n<li>k-\u8fd1\u508d\u65b9<\/li>\n<li>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/li>\n<li>\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8<\/li>\n<\/ul>\n<p>\u306a\u3069\u306a\u3069<\/p>\n<h3 id=\"\u4e00\u756a\u826f\u3044\u624b\u6cd5\u3063\u3066\u4f55\uff1f\">\u4e00\u756a\u826f\u3044\u624b\u6cd5\u3063\u3066\u4f55\uff1f<\/h3>\n<p>\u7d76\u5bfe\u7684\u306b\u826f\u3044\u624b\u6cd5\u306f\u306a\u3044<br \/>\n\u4e16\u306e\u4e2d\u305d\u3093\u306a\u306b\u7518\u304f\u306a\u3044<br \/>\n\u5e38\u306b\u512a\u308c\u3066\u3044\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u5b58\u5728\u3057\u306a\u3044<br \/>\n\u5404\u554f\u984c\u306b\u3042\u3063\u305f\u624b\u6cd5\u3092\u63a1\u7528\u3057\u306a\u304f\u3066\u306f\u3044\u3051\u306a\u3044<\/p>\n<p>\u3069\u3046\u3084\u3063\u3066\u9078\u3076\u304b\u3068\u3044\u3046\u3068\u3001\u4eba\u306e\u624b\u306b\u3088\u308b\u8a66\u884c\u932f\u8aa4<\/p>\n<h3 id=\"underfitting\u3068overfitting\">Under fitting\u3068Over fitting<\/h3>\n<p>\u5358\u7d14\u3059\u304e\u3066\u3082\u8907\u96d1\u3059\u304e\u3066\u3082\u30c0\u30e1<br \/>\n* Under Fitting<br \/>\n \u5b66\u7fd2\u8aa4\u5dee\u5927\u3001\u4e88\u6e2c\u8aa4\u5dee\u5927<br \/>\n* Over Fiting<br \/>\n \u5b66\u7fd2\u8aa4\u5dee\u5c0f\u3001\u4e88\u6e2c\u8aa4\u5dee\u5927<\/p>\n<p>\u4e01\u5ea6\u826f\u3044\u8aa4\u5dee\u3092\u63a2\u3059\u3057\u304b\u306a\u3044<\/p>\n<h2 id=\"\u3067\u306f\u3001\u4f7f\u3046\u624b\u6cd5\u304c\u5168\u3066\u306a\u306e\u304b\">\u3067\u306f\u3001\u4f7f\u3046\u624b\u6cd5\u304c\u5168\u3066\u306a\u306e\u304b<\/h2>\n<p>\u4f7f\u3046\u30c7\u30fc\u30bf\u304c\u5168\u3066\u3067\u3042\u308b<\/p>\n<ul>\n<li>\u624b\u6cd5\u306e\u6539\u826f\u3067\u7cbe\u5ea6\u306e\u6539\u5584\u306f\u6570%\u7a0b\u5ea6<\/li>\n<li>\u826f\u3044Feature\u3067\u3042\u308c\u3070\u3001\u6700\u4f4e15%\u7a0b\u5ea6\u306e\u6539\u5584<\/li>\n<\/ul>\n<h2 id=\"\u3058\u3083\u3042\u826f\u3044feature\u3063\u3066\u4f55\uff1f\">\u3058\u3083\u3042\u826f\u3044Feature\u3063\u3066\u4f55\uff1f<\/h2>\n<p>\u305d\u308c\u304c\u5206\u304b\u308c\u3070\u82e6\u52b4\u3057\u306a\u3044<\/p>\n<p>\u305d\u3053\u3067\u767b\u5834\u3057\u305f\u306e\u304cDeep Leaning<\/p>\n<h2 id=\"deepleaning\u306e\u5f37\u307f\">Deep Leaning\u306e\u5f37\u307f<\/h2>\n<p>\u81ea\u52d5\u7684\u306b\u6709\u7528\u306aFeature\u306e\u62bd\u51fa<br \/>\n\u753b\u50cf\u51e6\u7406\u3001\u81ea\u7136\u8a00\u8a9e\u3001\u97f3\u58f0\u8a8d\u8b58\u306a\u3069\u3067\u3082\u81ea\u52d5\u3067Feature\u62bd\u51fa\u306b\u6210\u529f<\/p>\n<h2 id=\"deepleaning\u306f\u8133\u3092\u6a21\u5023\u3057\u305f\u304b\u3089\u51c4\u3044\u306e\u304b\uff1f\">Deep Leaning\u306f\u8133\u3092\u6a21\u5023\u3057\u305f\u304b\u3089\u51c4\u3044\u306e\u304b\uff1f<\/h2>\n<p>\u6c7a\u3057\u3066\u305d\u3093\u306a\u3053\u3068\u306f\u306a\u304f\u3001Feature\u306e\u81ea\u52d5\u62bd\u51fa\u304c\u9769\u547d\u7684\u3060\u3063\u305f\u3002<\/p>\n<h2 id=\"deepleaning\u3067\u5168\u90e8\u5927\u4e08\u592b\uff1f\">Deep Leaning\u3067\u5168\u90e8\u5927\u4e08\u592b\uff1f<\/h2>\n<p>\u4e16\u306e\u4e2d\u305d\u3093\u306a\u306b\u7518\u304f\u306a\u3044\u3002\u306a\u305c\u306a\u3089\u3001<\/p>\n<ul>\n<li>\u5b66\u7fd2\u306e\u969b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u591a\u3059\u304e<br \/>\n\u901a\u5e38\u306f10\u3050\u3089\u3044\u3060\u3051\u3069\u3001DL\u306e\u5834\u5408\u306f100\u4ee5\u4e0a<\/li>\n<li>\u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\u306b\u72ec\u7279\u306e\u30b3\u30c4\u304c\u5fc5\u8981<\/li>\n<\/ul>\n<p>\u5b9f\u969b\u306bPython\u3092\u4f7f\u3063\u305f\u6a5f\u68b0\u5b66\u7fd2\u6f14\u7fd2\u3082\u5b9f\u65bd\u3057\u307e\u3057\u305f\u304c\u305d\u3061\u3089\u306f\u7701\u7565\u3002<\/p>\n<aside class=\"row veu_insertAds after\"><div class=\"col-md-12\"><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\r\n                        <!-- cat_\u4e0a\u90e8 -->\r\n                        <ins class=\"adsbygoogle\" style=\"display:block\" data-ad-client=\"ca-pub-6102004203189610\" data-ad-slot=\"9628163001\" data-ad-format=\"auto\"><\/ins>\r\n                        <script>\r\n                        (adsbygoogle = window.adsbygoogle || []).push({});\r\n                        <\/script><\/div><\/aside>","protected":false},"excerpt":{"rendered":"<p>UT-HACKs\u3055\u3093\u4e3b\u50ac\u306e\u300cDeepLearning\u306b\u5148\u7acb\u3064\u6a5f\u68b0\u5b66\u7fd2\u8b1b\u7fd2\u4f1a\u300d\u306b\u53c2\u52a0\u3057\u3066\u304d\u307e\u3057\u305f\u3002 DeepLearning\u306b\u5148\u7acb\u3064\u6a5f\u68b0\u5b66\u7fd2\u8b1b\u7fd2\u4f1a &#8211; \u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u52c9\u5f37\u4f1a | Doorkeepe [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[246],"tags":[277,276],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v15.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>UT-HACKs\u3055\u3093\u4e3b\u50ac\u306e\u300cDeepLearning\u306b\u5148\u7acb\u3064\u6a5f\u68b0\u5b66\u7fd2\u8b1b\u7fd2\u4f1a\u300d\u53c2\u52a0\u30e1\u30e2 - 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