{"id":8114,"date":"2019-11-14T16:53:20","date_gmt":"2019-11-14T07:53:20","guid":{"rendered":"https:\/\/game-creators.jp\/media\/?p=8114"},"modified":"2019-11-14T16:53:20","modified_gmt":"2019-11-14T07:53:20","slug":"12482","status":"publish","type":"post","link":"https:\/\/game-creators.jp\/media\/event-search\/12482\/","title":{"rendered":"\u3010Chainer\u3067\u5b66\u3076\u3011\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u5f37\u5316\u5b66\u7fd2\u5165\u9580"},"content":{"rendered":"<p>\u65e5\u7a0b\uff1a<time class=\"eventAside-day\" datetime=\"2019-11-17\">2019\/11\/17(\u65e5)<\/time><time datetime=\"19:00\">19:00<\/time>\u301c<time datetime=\"22:00\">22:00<\/time><\/p>\n<div class=\"eventAside-buttonArea\"><a class=\"btn ml green\" href=\"https:\/\/techplay.jp\/event\/join\/756736\">\u30a4\u30d9\u30f3\u30c8\u306b\u7533\u3057\u8fbc\u3080<\/a><\/div>\n<p class=\"eventAside-period\">\u3010\u52df\u96c6\u671f\u9593\u3011<br \/>\n<time datetime=\"2019-10-28 16:31:02\">2019\/10\/28(\u6708) 16:31<\/time>\u00a0\u301c\u00a0<time datetime=\"2019-11-17 19:00:00\">2019\/11\/17(\u65e5) 19:00<\/time><\/p>\n<p>\u4f1a\u5834\uff1a\u79cb\u8449\u539f\u99c5\u5f92\u6b695\u5206<br \/>\n\u6771\u4eac\u90fd\u53f0\u6771\u533a\u53f0\u6771\uff11\u4e01\u76ee11\u756a4\u53f7 \u8aa0\u5fc3O\u30d3\u30eb 3\u968e\u00a0\uff3b<a href=\"https:\/\/maps.google.com\/maps?q=%E6%9D%B1%E4%BA%AC%E9%83%BD%E5%8F%B0%E6%9D%B1%E5%8C%BA%E5%8F%B0%E6%9D%B1%EF%BC%91%E4%B8%81%E7%9B%AE11%E7%95%AA4%E5%8F%B7+%E8%AA%A0%E5%BF%83O%E3%83%93%E3%83%AB+3%E9%9A%8E&amp;z=17\" target=\"_blank\" rel=\"noopener noreferrer\">\u5730\u56f3\u3092\u8868\u793a<\/a>\uff3d<\/p>\n<p>\u4e3b\u50ac\uff1a\u5168\u4eba\u985e\u304c\u308f\u304b\u308b\u7d71\u8a08\u5b66<\/p>\n<table>\n<thead>\n<tr>\n<th>\u53c2\u52a0\u67a0<\/th>\n<th class=\"type\">\u7533\u8fbc\u5f62\u5f0f<\/th>\n<th class=\"price\">\u53c2\u52a0\u8cbb<\/th>\n<th class=\"capacity\">\u53c2\u52a0\u8005<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"category\">\n<div class=\"category-inner\">\n<div>\u6559\u5ba4\u53d7\u8b1b<\/div>\n<\/div>\n<\/td>\n<td class=\"type\">\u5148\u7740\u9806<\/td>\n<td class=\"price\">5,000\u5186<\/p>\n<div class=\"payment\">\u4e8b\u524d\u652f\u6255\u3044<\/div>\n<\/td>\n<td class=\"capacity\"><span class=\"num\">0\u4eba<\/span>\u00a0\uff0f \u5b9a\u54e16\u4eba<\/td>\n<\/tr>\n<tr>\n<td class=\"category\">\n<div class=\"category-inner\">\n<div>\uff12\u56de\u76ee\u306e\u53c2\u52a0\uff08\u540c\u3058\u8b1b\u5ea7\uff09<\/div>\n<\/div>\n<\/td>\n<td class=\"type\">\u5148\u7740\u9806<\/td>\n<td class=\"price\">\u7121\u6599<\/td>\n<td class=\"capacity\"><span class=\"num full\">1\u4eba<\/span>\u00a0\uff0f \u5b9a\u54e11\u4eba<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u30a4\u30d9\u30f3\u30c8\u5185\u5bb9<\/h2>\n<div id=\"edited\" class=\"text\">\n<p><strong>\u3010Chainer\u3067\u5b66\u3076\u3011\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5f37\u5316\u5b66\u7fd2<\/strong><\/p>\n<h2>\u6982\u8981<\/h2>\n<p>\u672c\u8b1b\u5ea7\u306e\u30c6\u30fc\u30de\u306f\u5f37\u5316\u5b66\u7fd2\u3067\u3059\u3002<\/p>\n<p>\u8b1b\u5ea7\u5185\u3067\u306f\u3001\u5f37\u5316\u5b66\u7fd2\u306e\u6d41\u308c\u3092\u89e3\u8aac\u3057\u306a\u304c\u3089chainer\u3092\u7528\u3044\u305f\u30b2\u30fc\u30e0AI\u306e\u5b9f\u88c5\u3092\u30cf\u30f3\u30ba\u30aa\u30f3\u5f62\u5f0f\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>\u5f37\u5316\u5b66\u7fd2\u306f\u8fd1\u5e74\u306eAI\u6280\u8853\u306e\u3082\u3063\u3068\u3082\u91cd\u8981\u306a\u6280\u8853\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070AlphaGo\u3092\u542b\u3081\u305f\u591a\u304f\u306e\u5f37\u529b\u306a\u30b2\u30fc\u30e0AI\u306f\u5f37\u5316\u5b66\u7fd2\u306e\u6280\u8853\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30b2\u30fc\u30e0AI\u306b\u9650\u3089\u305a\u3001\u90fd\u5e02\u4ea4\u901a\u30b7\u30b9\u30c6\u30e0\u5236\u5fa1\u3001\u30ed\u30dc\u30c3\u30c8\u306e\u81ea\u5f8b\u884c\u52d5\u9078\u629e\u3001\u97f3\u58f0\u5bfe\u8a71\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u6700\u9069\u5316\u3001FX\u30fb\u682a\u5f0f\u306e\u5909\u52d5\u4e88\u6e2c\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3078\u306e\u5fdc\u7528\u7814\u7a76\u3082\u76db\u3093\u306b\u884c\u308f\u308c\u3066\u304a\u308a\u3001\u8ad6\u6587\u306a\u3069\u3067\u4e00\u5b9a\u306e\u6210\u679c\u304c\u5831\u544a\u3055\u308c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u591a\u304f\u306e\u5834\u9762\u3067\u5b9f\u7528\u5316\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u672c\u8b1b\u5ea7\u3067\u306f\u5f37\u5316\u5b66\u7fd2\u306e\u539f\u7406\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u306a\u304c\u3089\u3001\u30b2\u30fc\u30e0AI\u3092chainer\u3067\u5b9f\u88c5\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30f3\u30bb\u30d7\u30c8\u306f\u7c21\u5358\u306a\u5b9f\u88c5\u3067\u5f37\u529b\u306aAI\u304c\u4f5c\u308c\u308b\u6d41\u308c\u3092\u4f53\u9a13\u3057\u3066\u9802\u304f\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u53d7\u8b1b\u5f8c\u306f\u3001\u5f37\u5316\u5b66\u7fd2\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3057\u3001\u5b9f\u88c5\u3082\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u3010\u53c2\u52a0\u6761\u4ef6\u3011<\/strong><\/p>\n<ul>\n<li>Python3\u306e\u57fa\u672c\u6587\u6cd5\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u65b9<\/li>\n<li>chainer\u3067\u5358\u7d14\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08\u591a\u5c64\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\uff09\u3092\u5199\u7d4c\u3067\u3082\u69cb\u7bc9\u3057\u305f\u3053\u3068\u304c\u3042\u308b\u65b9<\/li>\n<\/ul>\n<p>\u4e0a\u8a18\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u4e0d\u5b89\u306a\u65b9\u306f\u4ee5\u4e0b\u306e\u8b1b\u5ea7\u3092\u5408\u308f\u305b\u3066\u53d7\u8b1b\u3057\u3066\u3044\u305f\u3060\u304f\u3053\u3068\u3092\u3053\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>\u3010\u95a2\u9023\u8b1b\u5ea7\u3011<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/techplay.jp\/event\/755562\">Python\u5165\u9580\u8b1b\u5ea7<\/a><\/li>\n<li><a href=\"https:\/\/techplay.jp\/event\/743493\">\u3010tensorflow\u3067\u5b66\u3076\u3011\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5b9f\u88c5\u5165\u9580<\/a><\/li>\n<li><a href=\"https:\/\/techplay.jp\/event\/755064\">\u3010\u30bc\u30ed\u304b\u3089\u5b66\u3076\u3011\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u7406\u8ad6\u5165\u9580<\/a><\/li>\n<li><a href=\"https:\/\/techplay.jp\/event\/755275\">\u3010tensorflow\u3067\u5b66\u3076\u3011\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0CNN\u5b9f\u88c5<\/a><\/li>\n<\/ul>\n<h2>\u4e8b\u524d\u6e96\u5099<\/h2>\n<p>Python3\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br data-tomark-pass=\"\" \/>\u307e\u305f\u3001\u4ee5\u4e0b\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5f53\u8b1b\u5ea7\u3067\u306f\u5229\u7528\u3057\u307e\u3059\u306e\u3067\u3001\u5f53\u65e5\u307e\u3067\u306b\u52d5\u4f5c\u78ba\u8a8d\u3092\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p>Google Colaboratory \u3067\u306e\u5b9f\u884c\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<ul>\n<li>jupyter notebook \u307e\u305f\u306f Google Colaboratory<\/li>\n<li>chainer<\/li>\n<li>chainerrl<\/li>\n<li>numpy<\/li>\n<li>gym<\/li>\n<li>PIL<\/li>\n<li>matplotlib<\/li>\n<\/ul>\n<h2>\u3053\u306e\u8b1b\u5ea7\u3067\u5f97\u3089\u308c\u308b\u3053\u3068<\/h2>\n<ul>\n<li>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u53ca\u3073\u5f37\u5316\u5b66\u7fd2\u306e\u57fa\u672c\u539f\u7406\u3068\u5b9f\u88c5\u65b9\u6cd5\u306e\u7fd2\u5f97<\/li>\n<li>\u5f37\u5316\u5b66\u7fd2\u3067\u306a\u306b\u304c\u3067\u304d\u308b\u304b\u4fef\u77b0\u7684\u306b\u6349\u3048\u3089\u308c\u308b<\/li>\n<\/ul>\n<h2>\u8b1b\u5ea7\u4e00\u89a7\u306e\u30d5\u30ed\u30fc\u30c1\u30e3\u30fc\u30c8<\/h2>\n<p>\u3069\u306e\u8b1b\u5ea7\u304b\u3089\u53d7\u8b1b\u3057\u305f\u3089\u826f\u3044\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u3068\u3044\u3046\u3088\u3046\u306a\u65b9\u306f\u3001\u4e0b\u8a18\u306e\u30d5\u30ed\u30fc\u30c1\u30e3\u30fc\u30c8\u3092\u53c2\u8003\u306b\u3057\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s3-ap-northeast-1.amazonaws.com\/s3.techplay.jp\/tp-images\/event\/1250\/4a31e8e431a59931d54c5197cb65b907366c278e.jpg\" alt=\"Alt text\" \/><\/p>\n<h2>\u5185\u5bb9<\/h2>\n<ul>\n<li>\u5f37\u5316\u5b66\u7fd2\u3068\u306f<\/li>\n<li>\u5f37\u5316\u5b66\u7fd2\u306e\u76ee\u7684<\/li>\n<li>\u30de\u30eb\u30b3\u30d5\u6c7a\u5b9a\u904e\u7a0b<\/li>\n<li>\u52d5\u7684\u8a08\u753b\u6cd5<\/li>\n<li>\u30e2\u30c7\u30eb\u30d5\u30ea\u30fc\u306a\u4fa1\u5024\u95a2\u6570\u63a8\u5b9a<\/li>\n<li>\u30e2\u30c7\u30eb\u30d5\u30ea\u30fc\u306a\u5236\u5fa1\u30fb\u65b9\u7b56\u6539\u5584<\/li>\n<li>\u4fa1\u5024\u30d9\u30fc\u30b9\u306e\u65b9\u7b56\u6539\u5584<\/li>\n<li>\u65b9\u7b56\u30d9\u30fc\u30b9\u306e\u65b9\u7b56\u6539\u5584<\/li>\n<\/ul>\n<p><br data-tomark-pass=\"\" \/>\u203b\u5185\u5bb9\u306f\u4e00\u90e8\u5909\u66f4\u306b\u306a\u308b\u3053\u3068\u304c\u3054\u3056\u3044\u307e\u3059\u3002<\/p>\n<h2>\u3053\u3093\u306a\u4eba\u306b\u304a\u3059\u3059\u3081<\/h2>\n<ul>\n<li>\u6700\u77ed\u30eb\u30fc\u30c8\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u304a\u3051\u308b\u5f37\u5316\u5b66\u7fd2\u3092\u5b66\u3073\u305f\u3044\u65b9<\/li>\n<li>\u4eba\u5de5\u77e5\u80fd\u306e\u5229\u7528\u306a\u3069\u306b\u8208\u5473\u304c\u3042\u308b\u65b9<\/li>\n<\/ul>\n<h2>\u8b1b\u5e2b<\/h2>\n<pre><span style=\"font-size: 12pt; font-family: verdana, geneva, sans-serif;\"><code>\u5c0f\u6797\u822a\u5e73\r\n\u30ab\u30aa\u30b9\u529b\u5b66\u7cfb\u6642\u7cfb\u5217\u306e\u5206\u6790\u306b\u95a2\u3059\u308b\u7814\u7a76\u306b\u5f93\u4e8b\u3001\r\n\u4e2d\u3067\u3082\u8907\u96d1\u306a\u975e\u7dda\u5f62\u6642\u7cfb\u5217\u3092\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u5b66\u7fd2\u3059\u308b\u904e\u7a0b\u306b\u3064\u3044\u3066\u7814\u7a76\u3002\r\n\u78ba\u7387\u7d71\u8a08\u3001\u60c5\u5831\u5de5\u5b66\u306a\u3069\u306b\u7cbe\u901a\u3002\r\n<\/code><\/span><\/pre>\n<hr \/>\n<h2>\u6301\u3061\u7269<\/h2>\n<ul>\n<li>Python3\u306e\u5b9f\u884c\u74b0\u5883\u3068\u5fc5\u8981\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u306ePC(Google Colaboratory \u3067\u3082\u53ef)\u3002<br data-tomark-pass=\"\" \/>\u203b \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304a\u56f0\u308a\u306e\u65b9\u306finfo@to-kei.net\u307e\u3067\u3054\u9023\u7d61\u3044\u305f\u3060\u3051\u308c\u3070\u3001\u53ef\u80fd\u306a\u7bc4\u56f2\u3067\u5bfe\u5fdc\u81f4\u3057\u307e\u3059\u3002<br data-tomark-pass=\"\" \/>\u203b \u8b1b\u5ea7\u306e\u9032\u884c\u306f\u300cjupyter notebook\u300d\u3092\u4f7f\u3044\u307e\u3059\u3002<br \/>\n\u540c\u3058\u5b9f\u884c\u74b0\u5883\u3067\u53d7\u8b1b\u3057\u305f\u3044\u65b9\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u304a\u52e7\u3081\u81f4\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>\u9818\u53ce\u66f8\u306b\u3064\u3044\u3066<\/h2>\n<p><strong>\u3010Stripe\u3067\u4e8b\u524d\u6c7a\u6e08\u306e\u65b9\u3011<\/strong><br data-tomark-pass=\"\" 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