{"id":8947,"date":"2024-07-30T17:24:19","date_gmt":"2024-07-30T09:24:19","guid":{"rendered":"https:\/\/17aitech.com\/?p=8947"},"modified":"2024-10-08T15:13:23","modified_gmt":"2024-10-08T07:13:23","slug":"%e3%80%90%e8%af%be%e7%a8%8b%e6%80%bb%e7%bb%93%e3%80%91day17%ef%bc%88%e4%b8%8b%ef%bc%89%ef%bc%9a%e5%88%9d%e5%a7%8bseq2seq%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=8947","title":{"rendered":"\u3010\u8bfe\u7a0b\u603b\u7ed3\u3011Day17\uff08\u4e0b\uff09\uff1a\u521d\u59cbSeq2Seq\u6a21\u578b"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E5%89%8D%E8%A8%80\" >\u524d\u8a00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=8947\/#Encoder-Decoder%E7%9A%84%E5%9B%9E%E9%A1%BE\" >Encoder-Decoder\u7684\u56de\u987e<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=8947\/#Encoder-Decoder%E7%9A%84%E5%BA%94%E7%94%A8\" >Encoder-Decoder\u7684\u5e94\u7528<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E5%9B%BE%E7%89%87_%E2%80%93_%E5%9B%BE%E7%89%87\" >\u56fe\u7247 &#8211; \u56fe\u7247<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E9%9F%B3%E9%A2%91_%E2%80%93_%E6%96%87%E6%9C%AC\" >\u97f3\u9891 &#8211; \u6587\u672c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E5%9B%BE%E7%89%87_%E2%80%93_%E6%96%87%E6%9C%AC\" >\u56fe\u7247 &#8211; \u6587\u672c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E6%96%87%E6%9C%AC_%E2%80%93_%E6%96%87%E6%9C%AC\" >\u6587\u672c &#8211; \u6587\u672c<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/17aitech.com\/?p=8947\/#Seq2Seq%E6%A8%A1%E5%9E%8B\" >Seq2Seq\u6a21\u578b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E6%A8%A1%E5%9E%8B%E7%AE%80%E4%BB%8B\" >\u6a21\u578b\u7b80\u4ecb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E6%A8%A1%E5%9E%8B%E7%BB%93%E6%9E%84\" >\u6a21\u578b\u7ed3\u6784<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/17aitech.com\/?p=8947\/#Seq2Seq%E7%9A%84%E5%AE%9E%E8%B7%B5\" >Seq2Seq\u7684\u5b9e\u8df5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E6%8B%89%E5%8F%96%E4%BB%A3%E7%A0%81\" >\u62c9\u53d6\u4ee3\u7801<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E5%AE%89%E8%A3%85%E4%BE%9D%E8%B5%96%E5%8C%85\" >\u5b89\u88c5\u4f9d\u8d56\u5305<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E8%AE%AD%E7%BB%83\" >\u8bad\u7ec3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E9%AA%8C%E8%AF%81%E7%BF%BB%E8%AF%91%E8%83%BD%E5%8A%9B\" >\u9a8c\u8bc1\u7ffb\u8bd1\u80fd\u529b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E5%86%85%E5%AE%B9%E5%B0%8F%E7%BB%93\" >\u5185\u5bb9\u5c0f\u7ed3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/17aitech.com\/?p=8947\/#%E5%8F%82%E8%80%83%E8%B5%84%E6%96%99\" >\u53c2\u8003\u8d44\u6599<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E5%89%8D%E8%A8%80\"><\/span>\u524d\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&quot;\u65e5\u6708\u5ffd\u5176\u4e0d\u6df9\u516e\uff0c\u6625\u4e0e\u79cb\u5176\u4ee3\u5e8f\u3002&quot;<br \/>\n\u6280\u672f\u66f4\u65b0\u7684\u8f66\u8f6e\u5728\u6eda\u6eda\u5411\u524d\uff0c\u66fe\u7ecf\u540d\u566a\u4e00\u65f6\u7684RNN\u6a21\u578b\uff0c\u5728\u65b0\u7684\u6280\u672f\u9769\u65b0\u4e0b\u4e5f\u6e10\u6e10\u843d\u5e55\uff0c\u672c\u7ae0\u6211\u4eec\u5c06\u521d\u6b65\u4e86\u89e3Seq2Seq\u6a21\u578b\uff0c\u540c\u65f6\u501f\u52a9Demo\u4ee3\u7801\uff0c\u5bf9Seq2Seq\u6a21\u578b\u6709\u4e00\u4e2a\u76f4\u89c2\u4e86\u89e3\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Encoder-Decoder%E7%9A%84%E5%9B%9E%E9%A1%BE\"><\/span>Encoder-Decoder\u7684\u56de\u987e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u56de\u987e<a href=\"https:\/\/17aitech.com\/?p=6790#toc-8\">\u3010\u8bfe\u7a0b\u603b\u7ed3\u3011Day15\uff08\u4e0a\uff09\uff1a\u56fe\u50cf\u5206\u5272\u4e4b\u8bed\u4e49\u5206\u5272<\/a>\uff0c\u6211\u4eec\u66fe\u63a5\u89e6\u5230U-Net\u6a21\u578b\uff0c\u5b83\u662f\u4e00\u79cdEncoder-Decoder\u6a21\u578b\u3002\u5728\u6b64\uff0c\u6211\u4eec\u91cd\u65b0\u56de\u987e\u7406\u89e3Encoder-Decoder\u6a21\u578b\u3002<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/Encoder-Decoder.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/Encoder-Decoder.png\" alt=\"\" \/><\/a><\/p>\n<ul>\n<li>Encoder-Decoder\u662f\u4e00\u4e2a\u901a\u7528\u7684\u6846\u67b6\u3002<\/li>\n<li>Encoder\u53c8\u79f0\u4f5c\u7f16\u7801\u5668\u3002\u5b83\u7684\u4f5c\u7528\u5c31\u662f\uff1a\u5c06\u73b0\u5b9e\u95ee\u9898\u8f6c\u5316\u4e3a\u6570\u5b66\u95ee\u9898\u3002<\/li>\n<li>Decoder\u53c8\u79f0\u4f5c\u89e3\u7801\u5668\uff0c\u5b83\u7684\u4f5c\u7528\u662f\uff1a\u6c42\u89e3\u6570\u5b66\u95ee\u9898\uff0c\u5e76\u8f6c\u5316\u4e3a\u73b0\u5b9e\u4e16\u754c\u7684\u89e3\u51b3\u65b9\u6848\u3002<br \/>\n<blockquote>\n<p>\u53ea\u8981\u7b26\u5408\u4e0a\u9762\u7684\u6846\u67b6\uff0c\u90fd\u53ef\u4ee5\u7edf\u79f0\u4e3aEncoder-Decoder\u6a21\u578b\uff0c\u5176\u4e2dsequence-to-sequence\u5c31\u662fEncoder-Decoder\u7684\u4e00\u79cd\u7279\u4f8b\u3002<\/p>\n<\/blockquote>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Encoder-Decoder%E7%9A%84%E5%BA%94%E7%94%A8\"><\/span>Encoder-Decoder\u7684\u5e94\u7528<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"%E5%9B%BE%E7%89%87_%E2%80%93_%E5%9B%BE%E7%89%87\"><\/span>\u56fe\u7247 &#8211; \u56fe\u7247<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5e94\u7528\uff1aU-net\u7cfb\u5217\u7b97\u6cd5\u7684\u5e94\u7528\uff0c\u5982\u809d\u810f\u8bc6\u522b<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/Unet\u9884\u6d4b\u7ed3\u679c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/Unet\u9884\u6d4b\u7ed3\u679c.png\" alt=\"\" \/><\/a><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%9F%B3%E9%A2%91_%E2%80%93_%E6%96%87%E6%9C%AC\"><\/span>\u97f3\u9891 &#8211; \u6587\u672c<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5e94\u7528\uff1a\u8bed\u97f3\u8bc6\u522b<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u8bed\u97f3\u8bc6\u522b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u8bed\u97f3\u8bc6\u522b.png\" alt=\"\" \/><\/a><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%9B%BE%E7%89%87_%E2%80%93_%E6%96%87%E6%9C%AC\"><\/span>\u56fe\u7247 &#8211; \u6587\u672c<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5e94\u7528\uff1a\u56fe\u50cf\u63cf\u8ff0\u751f\u6210(\u770b\u56fe\u8bf4\u8bdd)<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u770b\u56fe\u8bf4\u8bdd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u770b\u56fe\u8bf4\u8bdd.png\" alt=\"\" \/><\/a><br \/>\n\u8bba\u6587\u5730\u5740\uff1a<a href=\"https:\/\/arxiv.org\/pdf\/1505.00487\">https:\/\/arxiv.org\/pdf\/1505.00487<\/a><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E6%96%87%E6%9C%AC_%E2%80%93_%E6%96%87%E6%9C%AC\"><\/span>\u6587\u672c &#8211; \u6587\u672c<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5e94\u7528\uff1a\u673a\u5668\u7ffb\u8bd1\uff0c\u5bf9\u8bdd\u673a\u5668\u4eba\uff0c\u6587\u7ae0\u6458\u8981\uff0c\u4ee3\u7801\u8865\u5168<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u673a\u5668\u7ffb\u8bd1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u673a\u5668\u7ffb\u8bd1.png\" alt=\"\" \/><\/a><\/p>\n<blockquote>\n<p>\u5176\u4e2d\uff0c\u6587\u672c\uff08RNN\uff09 &#8211; \u6587\u672c\uff08RNN\uff09\u662fNLP\u7b2c\u4e00\u6a21\u578b\uff01<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"Seq2Seq%E6%A8%A1%E5%9E%8B\"><\/span>Seq2Seq\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E7%AE%80%E4%BB%8B\"><\/span>\u6a21\u578b\u7b80\u4ecb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5e8f\u5217\u5230\u5e8f\u5217\uff08seq2seq\uff09\u6a21\u578b\u662f\u4e00\u79cd\u7528\u4e8e\u5904\u7406\u5e8f\u5217\u6570\u636e\u7684\u67b6\u6784\uff0c\u4e3b\u8981\u7528\u4e8e\u5c06\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u8f6c\u6362\u4e3a\u4e00\u4e2a\u8f93\u51fa\u5e8f\u5217\u3002\u5b83\u5e7f\u6cdb\u5e94\u7528\u4e8e\u673a\u5668\u7ffb\u8bd1\u3001\u6587\u672c\u6458\u8981\u3001\u5bf9\u8bdd\u7cfb\u7edf\u7b49\u4efb\u52a1\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E7%BB%93%E6%9E%84\"><\/span>\u6a21\u578b\u7ed3\u6784<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0b\u56fe\u6240\u793a\u7684\u662f\u4e00\u4e2a\u5178\u578b\u7684\u673a\u5668\u7ffb\u8bd1\u4efb\u52a1\u4e2d\uff0c\u8f93\u5165\u7684\u6587\u672c\u5e8f\u5217(\u6e90\u8bed\u8a00\u8868\u8ff0)\u5230\u8f93\u51fa\u7684\u6587\u672c\u5e8f\u5217(\u76ee\u6807\u8bed\u8a00\u8868\u8ff0)\u4e4b\u95f4\u7684\u53d8\u6362\u3002<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/seq2seq\u6a21\u578b\u7ed3\u6784.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/seq2seq\u6a21\u578b\u7ed3\u6784.gif\" alt=\"\" \/><\/a><\/p>\n<p>\u8fdb\u4e00\u6b65\uff0c\u663e\u793a\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u7ed3\u6784\u5982\u4e0b\u56fe\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/seq2seq_\u7f16\u7801\u5668\u89e3\u7801\u5668.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/seq2seq_\u7f16\u7801\u5668\u89e3\u7801\u5668.gif\" alt=\"\" \/><\/a><\/p>\n<p>\u8fdb\u4e00\u6b65\uff0c\u5c55\u5f00\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u7684\u6b65\u9aa4\u5982\u4e0b\u56fe\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/seq2seq_\u5c55\u5f00\u8fc7\u7a0b.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/seq2seq_\u5c55\u5f00\u8fc7\u7a0b.gif\" alt=\"\" \/><\/a><\/p>\n<p>\u8fdb\u4e00\u6b65\uff0c\u7ed3\u5408\u4e4b\u524d\u6240\u4e86\u89e3RNN\u77e5\u8bc6\uff0c\u5c55\u5f00\u5176\u7ed3\u6784\u5982\u4e0b\u56fe\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/seq2seq_\u5b8c\u6574\u5c55\u5f00.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/seq2seq_\u5b8c\u6574\u5c55\u5f00.gif\" alt=\"\" \/><\/a><\/p>\n<p>\u89e3\u91ca\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li>\n<p><strong>Seq &#8211; Encoder\u7f16\u7801\u5668<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4f5c\u7528\uff1a\u89e3\u6790\u95ee\u53e5\uff0c\u5c06\u5176\u7f16\u7801\u4e3a\u4e00\u4e2a\u4e2d\u95f4\u8868\u8fbe<code>Vector<\/code>\u3002<\/li>\n<li>\u672c\u8d28\uff1a\u4e00\u4e2aRNN(\u81ea\u52a8\u5b8c\u6210\u5faa\u73af\uff0c\u4e00\u6b21\u6027\u5f97\u5230\u7ed3\u679c\u5373\u53ef)<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u4e2d\u95f4\u8868\u8fbe<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4f5c\u7528\uff1a\u627f\u4e0a\u542f\u4e0b\uff0c\u65e2\u662f\u4e0a\u53e5\u5904\u7406\u7684\u7ed3\u679c\uff0c\u53c8\u662f\u4e0b\u53e5\u751f\u6210\u7684\u53c2\u8003\u3002<\/li>\n<li>\u672c\u8d28\uff1a\u7f16\u7801\u5668RNN\u7684\u6700\u540e\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u9690\u85cf\u72b6\u6001 <code>hn<\/code><\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Seq &#8211; Decoder\u89e3\u7801\u5668<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4f5c\u7528\uff1a\u628a\u4e2d\u95f4\u8868\u8fbe\u4f5c\u4e3a\u521d\u59cb\u5316\u72b6\u6001\uff0c\u9010\u4e2a\u751f\u6210\u4e0b\u53e5<\/li>\n<li>\u672c\u8d28\uff1a\u4e00\u4e2aRNN(\u5355\u6b65\u751f\u6210\uff0c\u81ea\u56de\u5f52\uff0c\u5373\uff1a\u4e00\u6b21\u751f\u6210\u4e00\u4e2a\u8bcd)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Seq2Seq%E7%9A%84%E5%AE%9E%E8%B7%B5\"><\/span>Seq2Seq\u7684\u5b9e\u8df5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u901a\u8fc7\u8fd0\u884c\u793a\u4f8b\u4ee3\u7801\uff0c\u5bf9Seq2Seq\u6a21\u578b\u6709\u4e00\u4e2a\u76f4\u89c2\u4e86\u89e3\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%8B%89%E5%8F%96%E4%BB%A3%E7%A0%81\"><\/span>\u62c9\u53d6\u4ee3\u7801<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-shell\">git clone https:\/\/github.com\/domonic18\/seq2seq_demo.git<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%E5%AE%89%E8%A3%85%E4%BE%9D%E8%B5%96%E5%8C%85\"><\/span>\u5b89\u88c5\u4f9d\u8d56\u5305<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-shell\">pip install jieba\npip install OpenCC<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%E8%AE%AD%E7%BB%83\"><\/span>\u8bad\u7ec3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-shell\"># \u8fdb\u5165seq2seq_demo\u76ee\u5f55\npython main.py<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u8fd0\u884c\u7ed3\u679c_\u9996\u6b21.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u8fd0\u884c\u7ed3\u679c_\u9996\u6b21.png\" alt=\"\" \/><\/a><br \/>\n\u53ef\u4ee5\u770b\u5230\u9996\u6b21\u8fd0\u884c\u7684\u65f6\u5019\uff0c\u9884\u6d4b\u7ed3\u679c\u4e0e\u771f\u5b9e\u7ed3\u679c\u76f8\u5dee\u751a\u8fdc\uff0c\u53ef\u4ee5\u8bf4\u7ffb\u8bd1\u7684\u80fd\u529b\u5f88\u5dee\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u8fd0\u884c\u7ed3\u679c_\u7b2c\u516d\u8f6e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u8fd0\u884c\u7ed3\u679c_\u7b2c\u516d\u8f6e.png\" alt=\"\" \/><\/a><br \/>\n\u5f53\u8bad\u7ec3\u5230\u7b2c6\u8f6e\u7684\u65f6\u5019\uff0c\u9884\u6d4b\u7ed3\u679c\u4e0e\u771f\u5b9e\u7ed3\u679c\u5df2\u7ecf\u975e\u5e38\u63a5\u8fd1\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%AA%8C%E8%AF%81%E7%BF%BB%E8%AF%91%E8%83%BD%E5%8A%9B\"><\/span>\u9a8c\u8bc1\u7ffb\u8bd1\u80fd\u529b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8f93\u5165\uff1aAm I wrong?<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u9a8c\u8bc1\u7ffb\u8bd1\u80fd\u529b1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u9a8c\u8bc1\u7ffb\u8bd1\u80fd\u529b1.png\" alt=\"\" \/><\/a><br \/>\n\u53ef\u4ee5\u770b\u5230\u7ecf\u8fc7\u521d\u6b65\u8bad\u7ec3\uff0c\u6a21\u578b\u53ef\u4ee5\u7ffb\u8bd1\u7b80\u5355\u7684\u82f1\u8bed\u53e5\u5b50\u3002<\/p>\n<p>\u8f93\u5165\uff1aA word spoken is past recalling.<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u9a8c\u8bc1\u7ffb\u8bd1\u80fd\u529b2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u9a8c\u8bc1\u7ffb\u8bd1\u80fd\u529b2.png\" alt=\"\" \/><\/a><br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u6709\u9053\u7ffb\u8bd1\u622a\u56fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/\u6709\u9053\u7ffb\u8bd1\u622a\u56fe.png\" alt=\"\" \/><\/a><\/p>\n<p>\u5bf9\u6bd4\u6709\u9053\u8bcd\u5178\u7684\u7ffb\u8bd1\u7ed3\u679c\uff0c\u5176\u7ffb\u8bd1\u80fd\u529b\u8fd8\u662f\u4e0d\u8db3\u7684\u3002\u539f\u56e0\u662f\u5f53\u524d\u7684demo\u4e2ddata\u8bad\u7ec3\u96c6\u53ea\u67093\u4e07\u6761\u6570\u636e\uff0c\u5982\u679c\u52a0\u5927data.txt\u7684\u8bad\u7ec3\u96c6\u6570\u636e\uff0c\u6a21\u578b\u7684\u80fd\u529b\u662f\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u7684\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%86%85%E5%AE%B9%E5%B0%8F%E7%BB%93\"><\/span>\u5185\u5bb9\u5c0f\u7ed3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>Encoder-Decoder\u662f\u4e00\u79cd\u901a\u7528\u7684\u67b6\u6784\uff0cEncoder-Decoder\u6a21\u578b\u6709\u591a\u79cd\u5e94\u7528\uff0c\u5176\u4e2d\u6587\u672c-\u6587\u672c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u673a\u5668\u7ffb\u8bd1\u3001\u6587\u672c\u6458\u8981\uff0c\u5bf9\u8bdd\u7cfb\u7edf\u7b49\u4efb\u52a1\uff0c\u662fNLP\u7684\u7b2c\u4e00\u6a21\u578b\u3002<\/li>\n<li>Seq2Seq\u6a21\u578b\u662fEncoder-Decoder\u6a21\u578b\u7684\u4e00\u79cd\u7279\u4f8b\u3002<\/li>\n<li>Encoder\u7f16\u7801\u5668\u7684\u4f5c\u7528\u662f\u89e3\u6790\u95ee\u53e5\uff0c\u5c06\u5176\u7f16\u7801\u4e3a\u4e00\u4e2a\u4e2d\u95f4\u8868\u8fbe<code>Vector<\/code>\uff0c\u5176\u672c\u8d28\u662f\u4e00\u4e2aRNN\u3002<\/li>\n<li>\u4e2d\u95f4\u8868\u8fbe\u627f\u4e0a\u542f\u4e0b\uff0c\u65e2\u662f\u4e0a\u53e5\u5904\u7406\u7684\u7ed3\u679c\uff0c\u53c8\u662f\u4e0b\u53e5\u751f\u6210\u7684\u53c2\u8003\uff0c\u5176\u672c\u8d28\u662f\u7f16\u7801\u5668RNN\u7684\u6700\u540e\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u9690\u85cf\u72b6\u6001 <code>hn<\/code><\/li>\n<li>Decoder\u89e3\u7801\u5668\u7684\u4f5c\u7528\u662f\u628a\u4e2d\u95f4\u8868\u8fbe\u4f5c\u4e3a\u521d\u59cb\u5316\u72b6\u6001\uff0c\u9010\u4e2a\u751f\u6210\u4e0b\u53e5\uff0c\u5176\u672c\u8d28\u662f\u4e00\u4e2a\u81ea\u56de\u5f52\u7684RNN\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E5%8F%82%E8%80%83%E8%B5%84%E6%96%99\"><\/span>\u53c2\u8003\u8d44\u6599<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/www.cnblogs.com\/liuxiaochong\/p\/14399416.html\">CNBlog\uff1aSeq2Seq\u539f\u7406\u8be6\u89e3<\/a><br \/>\n<a href=\"https:\/\/blog.csdn.net\/weixin_44225602\/article\/details\/127648243\">CSDN\uff1a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4ece\u96f6\u5230\u5165\u95e8 Encoder-Decoder \u4e0e Seq2Seq<\/a><\/p>\n<p align=\"center\">\u6b22\u8fce\u5173\u6ce8\u516c\u4f17\u53f7\u4ee5\u83b7\u5f97\u6700\u65b0\u7684\u6587\u7ae0\u548c\u65b0\u95fb<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/\u626b\u7801_\u641c\u7d22\u8054\u5408\u4f20\u64ad\u6837\u5f0f-\u767d\u8272\u7248.bmp\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/\u626b\u7801_\u641c\u7d22\u8054\u5408\u4f20\u64ad\u6837\u5f0f-\u767d\u8272\u7248.bmp\" alt=\"\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 &quot;\u65e5\u6708\u5ffd\u5176\u4e0d\u6df9\u516e\uff0c\u6625\u4e0e\u79cb [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":9024,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"aside","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[28],"tags":[65,67],"class_list":["post-8947","post","type-post","status-publish","format-aside","has-post-thumbnail","hentry","category-blog","tag-65","tag-67","post_format-post-format-aside"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u3010\u8bfe\u7a0b\u603b\u7ed3\u3011Day17\uff08\u4e0b\uff09\uff1a\u521d\u59cbSeq2Seq\u6a21\u578b - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=8947\" \/>\n<script type=\"application\/ld+json\" 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