{"id":50482,"date":"2024-01-04T08:01:52","date_gmt":"2023-10-23T22:09:55","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%8f%82%e5%8a%a0%e4%ba%86%e4%bb%8a%e5%a4%a9%e5%bc%80%e5%a7%8b%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%b8%8e%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0-meetup%e3%80%82\/"},"modified":"2024-05-04T16:48:17","modified_gmt":"2024-05-04T08:48:17","slug":"%e6%88%91%e5%8f%82%e5%8a%a0%e4%ba%86%e4%bb%8a%e5%a4%a9%e5%bc%80%e5%a7%8b%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%b8%8e%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0-meetup%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%8f%82%e5%8a%a0%e4%ba%86%e4%bb%8a%e5%a4%a9%e5%bc%80%e5%a7%8b%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%b8%8e%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0-meetup%e3%80%82\/","title":{"rendered":"\u6211\u53c2\u52a0\u4e86\u4eca\u5929\u5f00\u59cb\u7684\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60 Meetup"},"content":{"rendered":"<p>\u4ece\u4eca\u5929\u5f00\u59cb\u7684\u4eba\u5de5\u667a\u80fd \u00d7 \u673a\u5668\u5b66\u4e60\u4ea4\u6d41\u4f1a<\/p>\n<p>\u7531\u4e8e\u6211\u8fdf\u5230\u4e86\uff0c\u6240\u4ee5\u5e0c\u671b\u80fd\u591f\u4e2d\u9014\u52a0\u5165\u5e76\u4e14\u5bf9\u5185\u5bb9\u7684\u7406\u89e3\u6709\u4e9b\u56f0\u60d1\uff0c\u5982\u679c\u6211\u8bf4\u4e86\u8c0e\uff0c\u8bf7\u6e29\u67d4\u5730\u6307\u51fa\u6765\u2026\u2026\u3002<\/p>\n<p>\u53c2\u4e0e\u8005\u975e\u5e38\u8ba4\u771f\u3002<\/p>\n<h2>\u5bf9\u4e0d\u8d77\uff0c\u6211\u65e0\u6cd5\u8bc4\u4f30\u548c\u7ffb\u8bd1\u60a8\u63d0\u4f9b\u7684\u4fe1\u606f\uff0c\u56e0\u4e3a\u60a8\u672a\u63d0\u4f9b\u51c6\u786e\u7684\u8f93\u5165\u3002\u8bf7\u63d0\u4f9b\u6807\u9898\u6216\u5177\u4f53\u7684\u53e5\u5b50\uff0c\u6211\u5c06\u7aed\u5c3d\u5168\u529b\u5e2e\u52a9\u60a8\u3002<\/h2>\n<p>\u77f3\u91ce\u660e\u6c0f\u662f\u30ef\u30fc\u30af\u30b9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ba\u516c\u53f8\u7684\u4eba\u3002<\/p>\n<p>\u5f00\u59cb\u5b66\u4e60\u673a\u5668\u5b66\u4e60\u540e\uff0c\u5f88\u96be\u5f97\u5230\u671f\u671b\u7684\u7ed3\u679c\u3002\u9700\u8981\u4e00\u4e9b\u6280\u5de7\u3002<\/p>\n<h4>\u4f59\u5f26\u76f8\u4f3c\u5ea6<\/h4>\n<ul class=\"post-ul\">\u6bd4\u7387\u304c\u4e00\u7dd2\u306a\u3089\u51fa\u3066\u304f\u308b\u985e\u4f3c\u5ea6\u3082\u4e00\u7dd2<\/ul>\n<h4>\u5e93\u5c14\u5df4\u514b-\u83b1\u5e03\u52d2\u6563\u5ea6<\/h4>\n<h3>\u603b\u7ed3<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Analysis and Feature Engineering \u30c7\u30fc\u30bf\u3092\u3061\u3083\u3093\u3068\u898b\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Skewed Data \u304b\u305f\u3088\u308a\u3002head\u3068tail\u3092\u5207\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Smoothing<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Metrics<\/ul>\n<h3>\u56e0\u4e3a\u6211\u4e8b\u5148\u53c2\u52a0\u4e86\uff0c\u6240\u4ee5\u5728\u9014\u4e2d\u6211\u5f00\u59cb\u56de\u987eTL\u3002<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u304c\u591a\u3044\u3068\u8aa4\u5dee\u7bc4\u56f2\u304c\u72ed\u307e\u308b\u306e\u3067\u826f\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u304c\u591a\u3059\u304e\u308b\u3068\u6027\u80fd\u7684\u306b\u51e6\u7406\u3067\u304d\u306a\u304f\u306a\u308b\u306e\u3067\u6e1b\u3089\u3059<\/ul>\n<\/li>\n<\/ul>\n<p>\u305f\u3060\u3057\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\uff08\u7121\u4f5c\u70ba\u62bd\u51fa\uff09\u306f\u4f4e\u983b\u5ea6\u8981\u7d20\u304c\u306a\u304f\u306a\u308b\u306e\u3067\u30c0\u30e1\u3001head\u3068tail\u3092\u5207\u308a\u843d\u3068\u3059<\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u306b\u5fdc\u3058\u3066\u30c7\u30fc\u30bf\u3092\u30ad\u30ec\u30a4\u306b\u3059\u308b<\/p>\n<p>\u305f\u3060\u3057\u7b54\u3048\u304c\u308f\u304b\u3089\u306a\u3044\u3068\u51fa\u6765\u306a\u3044\u3068\u3044\u3046\u9d8f\u5375\u554f\u984c<br \/>\n\u77ed\u671f\u9593\u3067\u3084\u308b\u306a\u3089\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3088\u308a\u3082\u30ef\u30a4\u30c9\u306a\u6a5f\u68b0\u5b66\u7fd2\u306e\u307b\u3046\u304c\u7cbe\u5ea6\u304c\u51fa\u308b\u5834\u5408\u304c\u3042\u308b<\/p>\n<p>\u6211\u7406\u89e3\u80fd\u529b\u592a\u4f4e\u4e86\uff0c\u6240\u4ee5\u4e0d\u80fd\u5920\u5b8c\u5168\u7406\u89e3&#8230;&#8230;or<\/p>\n<h2>\uff08\u9519\u8fc7\u4e86\u6807\u9898\u5e7b\u706f\u7247\uff09<\/h2>\n<p>Opt\u793e\u7684\u52a0\u85e4\u5c0a\u5148\u751f<\/p>\n<h3>\u5728\u5e7f\u544a\u6280\u672f\u4e2d\u7684\u673a\u5668\u5b66\u4e60\u3002<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">A\/B\u30c6\u30b9\u30c8<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d0\u30f3\u30c7\u30a3\u30c3\u30c8\u6226\u7565<\/ul>\n<\/li>\n<\/ul>\n<p>A\/B\u30c6\u30b9\u30c8\u306b\u5bfe\u3057\u3066\u3001\u6700\u5927\u52b9\u7387\u306e\u300c\u6bd4\u7387\u300d\u3092\u63a2\u3059<br \/>\n\u03b5-Greedy\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/p>\n<p>\u78ba\u7387\u03b5\u3067\u73fe\u6642\u70b9\u3067\u6700\u9069\u3092\u9078\u3073\u3001\u78ba\u7387(1-\u03b5)\u3067\u3088\u308a\u826f\u3044\u3082\u306e\u3092\u63a2\u3059<\/p>\n<p>Softmax\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/p>\n<p>\u03b5-Greedy\u306b\u5bfe\u3057\u3066\u3001\u6700\u60aa\u3068\u601d\u308f\u308c\u308b\u3082\u306e\u306f\u907f\u3051\u308b<\/p>\n<p>UCB\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<br \/>\n\u30aa\u30e9\u30a4\u30ea\u30fc\u306eBanditAlgorithms\u306e\u4ed8\u9332\u30b3\u30fc\u30c9\u304cGitHub\u306b\u4e0a\u304c\u3063\u3066\u3044\u308b<\/p>\n<p>\u901a\u8fc7\u5c06\u70b9\u51fb\u7387\u548c\u5e7f\u544a\u5c55\u793a\u6b21\u6570\u4f18\u5316\u4e3aUCB\u503c\uff0c\u6539\u5584\u6548\u679c\u8d85\u8fc740%\u3002<\/p>\n<h3>\u6e38\u620fAI\u7684\u673a\u5668\u5b66\u4e60<\/h3>\n<p>\u5728\u6e38\u620f\u4e2d\uff0c\u51b3\u5b9a\u6bcf\u4e00\u6b65\u68cb\u7684\u8fc7\u7a0b\u7531\u201c\u641c\u7d22\u201d\u548c\u201c\u8bc4\u4f30\u201d\u7ec4\u6210\u3002<\/p>\n<p>\u5c06\u68cb\u662f\u65e5\u672c\u7684\u4e00\u79cd\u68cb\u7c7b\u6e38\u620f\uff0c\u56f4\u7881\u662f\u4e2d\u56fd\u7684\u4e00\u79cd\u68cb\u7c7b\u6e38\u620f\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5c06\u68cb<\/ul>\n<\/li>\n<\/ul>\n<p>\u5168\u63a2\u7d22\u30d9\u30fc\u30b9<br \/>\n\u624b\u6570\u304c\u9650\u3089\u308c\u308b\u3001\u521d\u671f\u63a2\u7d2230\u307b\u3069<br \/>\n\u300c\u6280\u5de7\u300d\u306a\u3069<\/p>\n<p>\u56f2\u7881<\/p>\n<p>\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u63a2\u7d22<br \/>\n\u624b\u6570\u304c\u591a\u3044\u3001\u521d\u671f\u63a2\u7d22361<\/p>\n<p>\u539f\u59cb\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u6cd5<br \/>\n\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u6728\u63a2\u7d22<\/p>\n<p>\u901a\u8fc7\u589e\u52a0\u6a21\u62df\u6b65\u6570\u6765\u589e\u5f3a\uff08Alpha Go\u6bcf\u6b65\u8017\u65f64.8\u6beb\u79d2\uff0c\u56e0\u6b64\u65e0\u6cd5\u5145\u5206\u5229\u7528\u6a21\u62df\u6b65\u6570\uff0c\u4f46\u4ecd\u7136\u5f3a\u5927\uff09\u3002<\/p>\n<h3>\u6700\u8fd1\u7684\u6e38\u620f\u4eba\u5de5\u667a\u80fd<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">value network<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">policy network<\/ul>\n<p>Alpha Go\u6b63\u5728\u4f7f\u7528\u4e24\u79cd\u65b9\u6cd5\u8fdb\u884c\u5904\u7406<\/p>\n<p>\u8ba9\u5b66\u751f\u5b66\u4e60\u79d1\u5b66\u3002\u4f3c\u4e4e\u53ef\u4ee5\u5728\u4e1a\u4f593\u7ea7\u5de6\u53f3\u8fdb\u884c\u5f3a\u5316\u8bad\u7ec3\u3002<\/p>\n<p>\u6df1\u5ea6Q\u7f51\u7edc\uff08DQN\uff09<br \/>\n\u9006\u5f3a\u5316\u5b66\u4e60<br \/>\n\u4ece\u5956\u52b1\u4e2d\u8fdb\u884c\u5b66\u4e60<br \/>\n\u8fd1\u671f\u8d8b\u52bf<\/p>\n<p>\u53c2\u8003\u8d44\u6599\uff1a\u4ece\u96f6\u5f00\u59cb\u6df1\u5165\u5b66\u4e60\u5b66\u79d1\u77e5\u8bc6<\/p>\n<p>Puyopuyo AI\u7ade\u8d5b<\/p>\n<p>&#8220;\u56db\u8fde\u73e0AI\u6e38\u620f\u7684\u6311\u6218\u6027&#8221;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u8003\u616e\u6642\u9593\u304c\u77ed\u3044\u306e\u3067\u63a2\u7d22\u3068\u8a55\u4fa1\u304c\u3067\u304d\u306a\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u8caa\u6b32\u63a2\u7d22\u3057\u305f\u3044\u304c\u3046\u307e\u304f\u3044\u304b\u306a\u3044<\/ul>\n<h2>\u5b9e\u8df5\u6027\uff01\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60\u7ed3\u5408\u5728ietty\u7684\u60c5\u51b5\u4e0b<\/h2>\n<p>ietty\u793e\u4e2d\u7684\u5927\u6d5c\u6bc5\u7f8e\u5148\u751f<\/p>\n<p>\u670d\u52a1\u6982\u8ff0<br \/>\n\u5728\u804a\u5929\u4e2d\u51b3\u5b9a\u623f\u95f4<br \/>\n\u5bfb\u627e\u623f\u95f4\u7684\u7f51\u7ad9<\/p>\n<h3>\u4e3a\u4ec0\u4e48\u8981\u5c06\u4eba\u5de5\u667a\u80fd\u5f15\u5165\u5230&#8221;\u4e0d\u52a8\u4ea7xIT&#8221;\u4e2d\uff1f<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Amazon\u3067\u8cb7\u3048\u306a\u304410\u306e\u3082\u306e<\/ul>\n<\/li>\n<\/ul>\n<p>\u4e0d\u52d5\u7523\u304c\u8cb7\u3048\u306a\u3044<br \/>\n\u306a\u305cEC\u3067\u58f2\u308c\u306a\u3044\u306e\u304b<\/p>\n<p>\u9ad8\u3059\u304e\u3066\u30dd\u30c1\u308c\u306a\u3044<br \/>\n\u898f\u5236\u304c\u3042\u308b\uff08\u5b85\u5efa\u696d\u6cd5\uff09<br \/>\n\u691c\u7d22\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3068\u3044\u3063\u305f\u8981\u7d20\u6280\u8853\u304c\u672a\u767a\u9054<\/p>\n<p>\u56fa\u6709\u306e\u56f0\u96e3\u3055\u304c\u3042\u308b\u306e\u3067\u6d41\u7528\u3057\u306b\u304f\u3044<\/p>\n<h4>\u623f\u5730\u4ea7\u63a8\u8350\u7684\u6311\u6218<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u901a\u5e381\u9867\u5ba21\u8cfc\u5165<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5728\u5eab\u306f\u5e38\u306b1\u500b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u5546\u54c1\u70b9\u6570\u306f\u4e16\u5e2f\u306e\u6570\u3068\u540c\u6570\u4ee5\u4e0a<\/ul>\n<p>\u6240\u4ee5\uff0c<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5546\u54c1\u8a73\u7d30\u30da\u30fc\u30b8\u306e\u4f5c\u6210\u5358\u4fa1\u304c\u9ad8\u304f\u306a\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u8cfc\u8cb7\u30d0\u30fc\u30b9\u306e\u5171\u8d77\u8a08\u6e2c\u304c\u3067\u304d\u306a\u3044<\/ul>\n<h4>\u623f\u5730\u4ea7\u884c\u4e1a\u7684\u73b0\u72b6<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u96c6\u5ba2\u306e\u307f\u306eIT\u5316<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u8a73\u7d30\u60c5\u5831\u306e\u63d0\u4f9b\u30fb\u5185\u898b\u306f\u96fb\u8a71\u3068\u30e1\u30fc\u30eb\u3068\u5e97\u8217<\/ul>\n<\/li>\n<\/ul>\n<p>\u54c1\u5207\u308c\u304c\u3042\u308a\u5f97\u308b<\/p>\n<p>\u5b58\u5728\u3057\u306a\u3044\u7269\u4ef6\u3092\u304a\u3044\u3066\u3082\u308f\u304b\u3089\u306a\u3044<\/p>\n<p>\u5e97\u8217\u3067\u306e\u300c\u63a5\u5ba2\u300d<\/p>\n<p>\u4eba\u529b\u30de\u30c3\u30c1\u30f3\u30b0<\/p>\n<h4>\u5f97\u51fa\u4e86\u4ee5\u4e0b\u7d50\u8ad6<\/h4>\n<p>\u8003\u8651\u5230\u4f20\u7edf\u7684\u65b9\u6cd5\u4f3c\u4e4e\u65e0\u6cd5\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u56e0\u6b64\u6b63\u5728\u8003\u8651\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u6765\u89e3\u51b3\u3002<\/p>\n<h3>\u53c2\u8003\u4f8b\uff1a\u5982\u4f55\u4f7f\u7528Ietty<\/h3>\n<ul class=\"post-ul\">\u6761\u4ef6\u3092\u5165\u308c\u308b\u3068\u65e5\u3005AI\u3084\u4eba\u9593\u304c\u9078\u3093\u3060\u7269\u4ef6\u304c\u9001\u3089\u308c\u3066\u304f\u308b<\/ul>\n<p>\u4e0e\u4e00\u822c\u641c\u7d22\u7684\u5dee\u5f02<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5ba2\u306f\u9ad8\u671b\u307f\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u73fe\u5b9f\u7684\u306a\u691c\u7d22\u6761\u4ef6\u306b\u3057\u3066\uff08\u6761\u4ef6\u7de9\u548c\uff09\u7d0d\u5f97\u611f\u306e\u3042\u308b\u63d0\u6848\u3092\u884c\u3046<\/ul>\n<\/li>\n<\/ul>\n<p>\u8b72\u3063\u3066\u8cb0\u3048\u305d\u3046\u306a\u6761\u4ef6\u3092\u52d8\u3067\u306f\u306a\u304fAI\u3067\u884c\u3046<\/p>\n<p>\u73b0\u5728\u662f\u57fa\u4e8e\u89c4\u5219\u7684\u9636\u6bb5\uff0c\u63a5\u4e0b\u6765\u5c06\u6311\u6218\u673a\u5668\u5b66\u4e60\u3002<\/p>\n<p>\u7531\u4e8e\u8d2d\u4e70\u6570\u636e\u65e0\u6cd5\u7528\u4f5c\u6559\u5e08\u6570\u636e\uff0c\u56e0\u6b64\u6211\u4eec\u5c06\u9500\u552e\u5458\u7684\u63d0\u6848\u6570\u636e\u7528\u4f5c\u6559\u5e08\u6570\u636e\u3002<\/p>\n<p>\u96c6\u7fa4\u534f\u540c\u8fc7\u6ee4<br \/>\n\u6df7\u5408\u96c6\u7fa4\u534f\u540c\u8fc7\u6ee4<\/p>\n<h4>\u7b97\u6cd5\u8bc4\u4f30<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5b66\u8853\u7684\u306b\u306f\u5206\u5272\u6cd5\u306a\u3069\u304c\u3042\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u3055\u3063\u3055\u3068\u5c0e\u5165\u3057\u305f\u3044\u306e\u3067\u30d7\u30ed\u55b6\u696d\u54e1\u306e\u76f4\u611f\u3068\u306e\u5dee\u7570\u3092\u78ba\u8a8d<\/ul>\n<\/li>\n<\/ul>\n<p>\u5b9f\u6226\u6295\u5165\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u304f\u3057\u305f\u3044<\/p>\n<h2>\u5173\u4e8eWACUL\u6280\u672f\u548c\u7279\u5f81\u8f6c\u6362<\/h2>\n<p>\uff37\uff21\uff23\uff35\uff2c\u793e\u4e2d\u7684\u4f0a\u85e4\u771f\u592e\u5148\u751f<\/p>\n<h3>\u8fd0\u7528\u6280\u672f<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Scala<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Mesos<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Spark<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Cassandra<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">commons.math<\/ul>\n<\/li>\n<\/ul>\n<p>DL4j<\/p>\n<p>\u6642\u7cfb\u5217\u89e3\u6790\u3001\u30ea\u30ab\u30fc\u30c7\u30f3\u30b0\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff1f<\/p>\n<p>Breeze (Matlab\u3063\u307d\u3044\u611f\u3058)<br \/>\nJLAPACK<\/p>\n<h3>\u89e3\u6790\u8981\u7d20\u6280\u672f\u7684\u793a\u4f8b<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6700\u5c0f2\u4e57<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">DL<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u56de\u5e30<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6642\u7cfb\u5217\u89e3\u6790<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u7d71\u8a08\u7684\u691c\u5b9a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Baysian Network<\/ul>\n<h3>\u7279\u5f81\u63d0\u53d6\u662f\u6307<\/h3>\n<p>\u4e8b\u4ef6\u2192\u6570\u636e\u5316\u00b7\u6807\u7b7e\u5316\u2192\u7279\u5f81\u63d0\u53d6\u2192\u673a\u5668\u5b66\u4e60<\/p>\n<p>\u6df1\u5ea6\u5b66\u4e60\u53ea\u9700\u8f93\u5165\u6570\u5b57\u5373\u53ef\u5417\uff1f<br \/>\n\u662f\u5728\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u540e\u518d\u8fdb\u884c\u8f93\u5165\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Domain Specific(SIFT\u3068\u304b)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">General<\/ul>\n<h4>\u8868\u5f81\u5b66\u4e60<\/h4>\n<p>\u81ea\u52a8\u7f16\u7801\u5668<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6b21\u5143\u524a\u6e1b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u534a\u6559\u5e2b\u3042\u308a\u3068\u3057\u3066\uff1f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Domain Adaptation\u3078\u306e1\u3064\u306e\u56de\u7b54\u3068\u3057\u3066\u4f7f\u3048\u308b\uff1f<\/ul>\n<\/li>\n<\/ul>\n<p>\u9055\u3046\u5206\u5e03\u306b\u5bfe\u3057\u3066\u306e\u89e3\u3092\u6c42\u3081\u308b\u65b9\u6cd5\u3068\u3057\u3066<\/p>\n<h3>\u5b66\u4e60\u6548\u7387\u7684\u63d0\u9ad8<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">GPU<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u5206\u6563\u5b66\u7fd2<\/ul>\n<h3>\u5206\u6790\u65b9\u6cd5<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">TopologicalDataAnalysis<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Persistent Homology<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Rips Complex<\/ul>\n<\/li>\n<\/ul>\n<p>Vietoris-Rios<\/p>\n<p>\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u7a7a\u9593\u4e0a\u3067\u8ddd\u96e2\u3092\u8a08\u7b97<br \/>\nfiltering\u3067\u30c8\u30dd\u30ed\u30b8\u3092\u5f62\u6210\uff1f<\/p>\n<h3>\u5b9e\u8df5<\/h3>\n<p>\u6211\u5c1d\u8bd5\u4f7f\u7528\u81ea\u7f16\u7801\u5668\u5b9e\u8df5\u4e86MNIST\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u624b\u66f8\u304d\u6587\u5b57\u306e\u7279\u5fb4\u62bd\u51fa<\/ul>\n<\/li>\n<\/ul>\n<p>RELU -&gt; RELU -&gt; RELU -&gt; RELU -&gt; Sigmoid<br \/>\nAutoEncoder\u306730\u6b21\u5143\u306b\u3057\u3066Sigmoid -&gt; Sigmoid -&gt; Sigmoid -&gt; Softmax<\/p>\n<p>95%\u304f\u3089\u3044<\/p>\n<h2>\u5927\u6570\u636e\u4e0e\u5b89\u5168-\u7b7e\u540d\u4e0e\u6a21\u578b\u6df7\u5408\u5e73\u53f0\u3002<\/h2>\n<p>\u8d5b\u535a\u5b89\u5168\u4e91\u516c\u53f8\u7684\u6e21\u8fb9\u6d0b\u53f8\u5148\u751f<\/p>\n<p>\u57fa\u4e8e\u5e76\u884c\u5206\u5e03\u5f0f\u6d41\u5904\u7406\u6280\u672f\uff0c\u8fdb\u884c\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u5f02\u5e38\u68c0\u6d4b\u7814\u7a76\u5f00\u53d1\u548c\u504f\u5411\u8bc4\u4f30\u653b\u51fb\u68c0\u6d4b\u7814\u7a76\u5f00\u53d1\u3002<\/p>\n<h3>\u63d0\u4f9b\u4e91\u7aef\u5f0fWAF\u670d\u52a1\u3002<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u653b\u6483\u906e\u65ad\u304f\u3093<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u653b\u6483\u898b\u3048\u308b\u304f\u3093\uff08\u7121\u6599\uff09<\/ul>\n<p>\u7528\u57fa\u4e8e\u7b7e\u540d\u7684\u65b9\u6cd5\u6765\u8fdb\u884c\u68c0\u6d4b\u7684\u65b9\u5f0f<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5165\u529b\u30c7\u30fc\u30bf<\/ul>\n<\/li>\n<\/ul>\n<p>HTTP\u30b5\u30fc\u30d0\u30ed\u30b0<br \/>\nsyslog<br \/>\n40\u5104\u4ef6\/\u6708\u304f\u3089\u3044\u304c\u84c4\u7a4d<\/p>\n<p>\u691c\u51fa\u6570<\/p>\n<p>100\u4e07\u4ef6\/\u6708<\/p>\n<h4>\u5904\u7406\u65e5\u5fd7\u548c\u68c0\u6d4b\u6570\u636e\u7684\u884c\u52a8<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6708\u3054\u3068\u306e\u691c\u77e5\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u751f\u6210<\/ul>\n<\/li>\n<\/ul>\n<p>\u4eca\u306f\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u3060\u304c\u3001\u7f6e\u304d\u63db\u3048\u3066\u3044\u304f<\/p>\n<p>\u30bc\u30ed\u30c7\u30a4\u691c\u77e5<br \/>\n\u8aa4\u691c\u77e5\u306e\u6539\u5584<\/p>\n<p>reCapcha \u826f\u8cea\u306a\u6559\u5e2b\u3042\u308a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u308b<\/p>\n<h4>\u5efa\u7acb\u7528\u4e8e\u96f6\u65e5\u68c0\u6d4b\u7684\u6a21\u578b\u6784\u5efa\u4efb\u52a1\u3002<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6700\u9069\u306a\u7279\u5fb4\u91cf\u3068\u624b\u6cd5\u306e\u9078\u629e\u304c\u30ad\u30e2<\/ul>\n<\/li>\n<\/ul>\n<p>\u30d1\u30b9\u3001\u30ea\u30d5\u30a1\u30e9\u3001UA<br \/>\n\u30d1\u30e9\u30e1\u30fc\u30bf\u3001\u5024<br \/>\n\u547c\u3073\u51fa\u3057\u9806\u5e8f<br \/>\nHTTP\u30d8\u30c3\u30c0\u3001\u30b9\u30c6\u30fc\u30bf\u30b9<br \/>\n\u3069\u308c\u3092\u4f7f\u3048\u3070\u3088\u3044\u306e\u304b<\/p>\n<p>\u305d\u3082\u305d\u3082\u3069\u3046\u3084\u3063\u3066\u6b63\u89e3\u3092\u5224\u65ad\u3059\u308b\u304b\uff08\u30bc\u30ed\u30c7\u30a4\u3060\u304b\u3089\u7b54\u3048\u304c\u7528\u610f\u3067\u304d\u306a\u3044\uff09<\/p>\n<p>Slow\u30a2\u30bf\u30c3\u30af\u3068\u304b\u3069\u3046\u306a\u308b\u306e\u304b<\/p>\n<p>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3067\u30a2\u30d7\u30ed\u30fc\u30c1<\/p>\n<p>\u904e\u53bb\u306e\u691c\u77e5\u30c7\u30fc\u30bf\u306f\u3042\u308b\u3001\u305f\u3060\u3057\u3054\u691c\u77e5\u304c\u542b\u307e\u308c\u3066\u3044\u308b\uff08Grand Truth\u304c\u306a\u3044\uff09<\/p>\n<p>\u65e2\u77e5\u306e\u4e9c\u7a2e\u306a\u3089\u898b\u3064\u3051\u3084\u3059\u3044<\/p>\n<p>\u76ee\u6a19\u306f\u305d\u3053\u3058\u3083\u306a\u3044<\/p>\n<p>\u691c\u8a3c\u306e\u96e3\u3057\u3055<\/p>\n<p>\u691c\u51fa\u5bfe\u8c61\u306f\u300c\u672a\u77e5\u300d\u306e\u3082\u306e<\/p>\n<p>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3067\u30a2\u30d7\u30ed\u30fc\u30c1<\/p>\n<p>\u7279\u5fb4\u91cf\u306e\u767a\u898b\u306e\u96e3\u3057\u3055<\/p>\n<p>\u305d\u3082\u305d\u3082\u96c6\u3081\u3066\u3044\u308b\u30ed\u30b0\u3067\u5341\u5206\u306a\u306e\u304b\uff08feature engineering\u306e\u5206\u91ce\uff09<\/p>\n<p>\u691c\u8a3c\u306e\u96e3\u3057\u3055<\/p>\n<p>\u6559\u5e2b\u3042\u308a\u3088\u308a\u3082\u66f4\u306b\u96e3\u3057\u3044<br \/>\n\u691c\u77e5\u3057\u305f\u3068\u601d\u3063\u305f\u3089\u30a2\u30d7\u30ea\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3067\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u5897\u3048\u305f\u3060\u3051\u3060\u3063\u305f\u308a<\/p>\n<p>\u30b7\u30b0\u30cd\u30c1\u30e3\u578b<\/p>\n<p>\u691c\u77e5\u30eb\u30fc\u30eb\u304c\u660e\u78ba<br \/>\n\u30b7\u30b0\u30cd\u30c1\u30e3\u306b\u306a\u3044\u653b\u6483\u306f\u691c\u77e5\u3067\u304d\u306a\u3044<\/p>\n<p>\u30e2\u30c7\u30eb\u578b<\/p>\n<p>\u672a\u77e5\u306e\u653b\u6483\u3092\u691c\u77e5\u3067\u304d\u308b\u53ef\u80fd\u6027<br \/>\n\u691c\u77e5\u306e\u7406\u7531\u304c\u4e0d\u660e\u78ba<\/p>\n<h3>Apache METRON can be paraphrased as &#8220;Apache METRON&#8221; in Chinese.<\/h3>\n<p>\u5bf9\u4e8e\u5927\u6570\u636e\u7f51\u7edc\u5b89\u5168\u5206\u6790<\/p>\n<p>Cisco\u7684OpenSOC\u5df2\u6210\u4e3a\u4ee3\u7801\u7684\u57fa\u7840\u3002\u76ee\u524d\u6b63\u8fdb\u884c\u7b2c\u4e8c\u4e2a\u6280\u672f\u9884\u89c8\u7684\u516c\u5f00\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u77e5\u306e\u51e6\u7406\u3092METRON\u3092\u4e2d\u5fc3\u306b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Hadoop \/ Spark\u5468\u308a\u3067\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3001\u30ea\u30d5\u30a1\u30a4\u30f3\u3092\u884c\u3046<\/ul>\n<h2>\u5728\u6df1\u5ea6\u5b66\u4e60\u4e2d\u7684\u5f02\u5e38\u68c0\u6d4b<\/h2>\n<p>Skymind\u516c\u53f8\u7684\u9996\u5e2d\u6280\u672f\u5b98Adam Gibson\u3002<\/p>\n<p>\u300a\u6df1\u5ea6\u5b66\u4e60\u300b\uff08O&#8217;Reilly\uff09\u8fd9\u672c\u4e66\u7684\u4f5c\u8005\u3002<br \/>\n\u8fd9\u662f\u4e00\u672c\u4e3a\u5b9e\u9645\u5e94\u7528\u800c\u5199\u7684\u4e66\u3002<\/p>\n<p>DL4j\u7684\u521b\u59cb\u4eba\u3002<\/p>\n<p>\u5ba2\u6237\u96c6\u4e2d\u5728\u901a\u4fe1\u548c\u91d1\u878d\u884c\u4e1a\u3002<\/p>\n<h3>\u5f02\u5e38\u662f\u4e00\u79cd\u60c5\u51b5\u3002<\/h3>\n<p>\u7570\u5e38\u306a\u30c7\u30fc\u30bf\u30d1\u30bf\u30fc\u30f3<\/p>\n<p>Network\u3078\u306e\u4fb5\u5165\u691c\u77e5<br \/>\n\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3067\u306e\u6a5f\u5668\u6545\u969c<\/p>\n<p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u4fb5\u5165\u691c\u77e5\u306fCanonical\u3068\u958b\u767a<\/p>\n<h3>\u6df1\u5ea6\u5b66\u4e60\u662f\u6307\u4e00\u79cd\u673a\u5668\u5b66\u4e60\u65b9\u6cd5<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Google\u304c\u5148\u884c\u3057\u3066\u3044\u3066\u3001\u30a2\u30c9\u30c6\u30af\u306b\u3088\u304f\u4f7f\u308f\u308c\u3044\u3066\u3044\u305f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u624b\u6cd5\u3092\u6d41\u7528\u3057\u3066\u7570\u5e38\u691c\u77e5\u306b\u3082\u4f7f\u3048\u308b<\/ul>\n<p>\u65e0\u5bfc\u5e08\u7684\u81ea\u4e3b\u5b66\u4e60<br \/>\n\u6709\u5bfc\u5e08\u7684\u76d1\u7763\u5b66\u4e60<\/p>\n<h4>\u81ea\u52a8\u7f16\u7801\u5668<\/h4>\n<p>\u5982\u679c\u6ca1\u6709\u6559\u5e08\uff0c\u6211\u4eec\u53ef\u4ee5\u91c7\u7528AutoEncoder\u673a\u5236\u6765\u89e3\u51b3\u3002\u901a\u8fc7\u8ba1\u7b97\u5143\u7d20\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u53ef\u4ee5\u68c0\u6d4b\u51fa\u6b63\u5e38\u4e0e\u5f02\u5e38\uff08\u5f02\u5e38\u6570\u636e\u8ddd\u79bb\u8f83\u5927\uff0c\u5373\u79bb\u7fa4\u503c\uff09\u3002<\/p>\n<p>RNN\/\u65f6\u95f4\u5e8f\u5217<br \/>\n\u5728\u5f88\u591a\u60c5\u51b5\u4e0b\u53ef\u4ee5\u770b\u5230\u591a\u5bf9\u4e00\u7684\u60c5\u51b5\uff08\u5728\u4e00\u5b9a\u65f6\u95f4\u6bb5\u5185\u83b7\u5f97\u6b63\u5e38\/\u5f02\u5e38\u7b49\u7684\u4e00\u4e2a\u89e3\uff09\u3002<\/p>\n<p>\u4f7f\u7528Apache 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