{"id":189500,"date":"2024-05-09T17:40:16","date_gmt":"2024-05-09T09:40:16","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/189500.html"},"modified":"2024-05-09T17:40:19","modified_gmt":"2024-05-09T09:40:19","slug":"%e5%9c%a8%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e9%a2%86%e5%9f%9f%ef%bc%8c%e5%93%aa%e4%ba%9b%e7%ae%97%e6%b3%95%e6%98%af%e4%b8%8d%e5%ae%b9%e6%98%93%e5%b9%b6%e8%a1%8c%e6%88%96%e8%80%85%e5%88%86%e5%b8%83","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/189500.html","title":{"rendered":"\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\uff0c\u54ea\u4e9b\u7b97\u6cd5\u662f\u4e0d\u5bb9\u6613\u5e76\u884c\u6216\u8005\u5206\u5e03\u5904\u7406\u7684"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/26095524\/df436132-f133-42cf-a535-a76cb8f45870.webp\" alt=\"\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\uff0c\u54ea\u4e9b\u7b97\u6cd5\u662f\u4e0d\u5bb9\u6613\u5e76\u884c\u6216\u8005\u5206\u5e03\u5904\u7406\u7684\" \/><\/p>\n<p><p>\u5728<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u9886\u57df\uff0c<strong>\u5e8f\u5217\u4f9d\u8d56\u578b\u7b97\u6cd5\u3001\u6df1\u5ea6\u5b66\u4e60\u4e2d\u7684\u9012\u5f52\u795e\u7ecf\u7f51\u7edc(RNN)\u3001\u4f18\u5316\u7b97\u6cd5\u4e2d\u7684\u8d2a\u5fc3\u7b97\u6cd5\u3001\u67d0\u4e9b\u57fa\u4e8e\u6811\u7684\u7b97\u6cd5<\/strong>\u7b49\uff0c\u662f\u4e0d\u5bb9\u6613\u8fdb\u884c\u5e76\u884c\u6216\u5206\u5e03\u5f0f\u5904\u7406\u7684\u3002\u4f8b\u5982\uff0c\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\u56e0\u4e3a\u5176\u5728\u5904\u7406\u65f6\u5e8f\u6570\u636e\u65f6\u7684\u987a\u5e8f\u6027\u548c\u72b6\u6001\u4f9d\u8d56\u6027\uff0c\u5176\u5e76\u884c\u5316\u5904\u7406\u4f1a\u53d8\u5f97\u5c24\u4e3a\u590d\u6742\u3002<strong>\u6df1\u5ea6\u5b66\u4e60\u4e2d\u7684\u9012\u5f52\u795e\u7ecf\u7f51\u7edc<\/strong>\uff08RNN\uff09\u8bbe\u8ba1\u6709\u5185\u90e8\u72b6\u6001\uff0c\u524d\u4e00\u4e2a\u72b6\u6001\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u72b6\u6001\u7684\u4e00\u90e8\u5206\u8f93\u5165\uff0c\u56e0\u6b64RNN\u5728\u5904\u7406\u5e8f\u5217\u6570\u636e\u65f6\u5fc5\u987b\u6309\u987a\u5e8f\u6267\u884c\uff0c\u8fd9\u79cd\u76f8\u4e92\u4f9d\u8d56\u9650\u5236\u4e86\u5e76\u884c\u5316\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n<h2><strong>\u4e00\u3001\u5e8f\u5217\u4f9d\u8d56\u578b\u7b97\u6cd5\u7684\u5e76\u884c\u56f0\u96be<\/strong><\/h2>\n<p><p>\u5e8f\u5217\u4f9d\u8d56\u578b\u7b97\u6cd5\u7279\u6307\u90a3\u4e9b\u5728\u6a21\u578b\u8bad\u7ec3\u6216\u9884\u6d4b\u65f6\u9700\u8981\u6309\u7167\u7279\u5b9a\u987a\u5e8f\u5904\u7406\u6570\u636e\u7684\u7b97\u6cd5\u3002\u8fd9\u7c7b\u7b97\u6cd5\u7684\u5178\u578b\u4ee3\u8868\u662f\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\uff0c\u5c24\u5176\u662f\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff08LSTM\uff09\u548c\u95e8\u63a7\u5faa\u73af\u5355\u5143\uff08GRU\uff09\u3002<\/p>\n<\/p>\n<p><h2>\u65f6\u95f4\u5e8f\u5217\u7684\u590d\u6742\u6027<\/h2>\n<\/p>\n<p><p>RNN\u5728\u5904\u7406\u6bd4\u5982\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u80a1\u4ef7\u9884\u6d4b\u7b49\u65f6\u5e8f\u95ee\u9898\u65f6\uff0c\u5fc5\u987b\u8981\u6309\u7167\u65f6\u95f4\u987a\u5e8f\u9010\u6b65\u5904\u7406\u6570\u636e\u70b9\u3002\u6570\u636e\u70b9\u95f4\u7684\u8fd9\u79cd\u5f3a\u4f9d\u8d56\u6027\u8981\u6c42\u5f53\u524d\u6b65\u9aa4\u5fc5\u987b\u5728\u524d\u4e00\u6b65\u9aa4\u5b8c\u6210\u540e\u624d\u80fd\u5f00\u59cb\uff0c\u8fd9\u9650\u5236\u4e86\u5e76\u884c\u8ba1\u7b97\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h2>\u72b6\u6001\u7684\u8fde\u7eed\u6027<\/h2>\n<\/p>\n<p><p>RNN\u7684\u6bcf\u4e00\u6b65\u8ba1\u7b97\u4e0d\u4ec5\u4f9d\u8d56\u4e8e\u5f53\u524d\u8f93\u5165\uff0c\u8fd8\u4f9d\u8d56\u4e8e\u524d\u4e00\u6b65\u7684\u9690\u85cf\u72b6\u6001\u3002\u8fd9\u610f\u5473\u7740\u8ba1\u7b97\u5fc5\u987b\u4e32\u884c\u8fdb\u884c\uff0c\u65e0\u6cd5\u7b80\u5355\u5730\u5c06\u4efb\u52a1\u5206\u5272\u5230\u4e0d\u540c\u7684\u5904\u7406\u5668\u4e0a\u5e76\u884c\u6267\u884c\uff0c\u56e0\u4e3a\u6bcf\u4e00\u6b65\u7684\u8f93\u51fa\u90fd\u4f9d\u8d56\u4e8e\u4e4b\u524d\u7684\u8ba1\u7b97\u3002<\/p>\n<\/p>\n<h2><strong>\u4e8c\u3001\u4f18\u5316\u7b97\u6cd5\u4e2d\u7684\u5e76\u884c\u9650\u5236<\/strong><\/h2>\n<p><p>\u4f18\u5316\u7b97\u6cd5\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u626e\u6f14\u7740\u81f3\u5173\u91cd\u8981\u7684\u89d2\u8272\uff0c\u4f46\u5e76\u975e\u6240\u6709\u4f18\u5316\u7b97\u6cd5\u90fd\u9002\u5408\u5e76\u884c\u5904\u7406\u3002\u5176\u4e2d\uff0c\u8d2a\u5fc3\u7b97\u6cd5\u662f\u4e00\u4e2a\u7ecf\u5178\u7684\u4e0d\u6613\u5e76\u884c\u5316\u7684\u4f8b\u5b50\u3002<\/p>\n<\/p>\n<p><h2>\u8d2a\u5fc3\u7b97\u6cd5\u7684\u5c40\u9650\u6027<\/h2>\n<\/p>\n<p><p>\u8d2a\u5fc3\u7b97\u6cd5\u5728\u6bcf\u4e00\u6b65\u9009\u62e9\u90fd\u5bfb\u627e\u5c40\u90e8\u6700\u4f18\u89e3\uff0c\u800c\u8fd9\u79cd\u5c40\u90e8\u51b3\u7b56\u901a\u5e38\u4f9d\u8d56\u4e8e\u5f53\u524d\u72b6\u6001\u6216\u5df2\u7ecf\u4f5c\u51fa\u7684\u9009\u62e9\u3002\u8fd9\u4f7f\u5f97\u7b97\u6cd5\u7684\u6bcf\u4e00\u6b65\u51b3\u7b56\u90fd\u65e0\u6cd5\u72ec\u7acb\u4e8e\u4e4b\u524d\u7684\u51b3\u7b56\uff0c\u56e0\u6b64\u96be\u4ee5\u5e76\u884c\u5316\u3002<\/p>\n<\/p>\n<p><h2>\u52a8\u6001\u89c4\u5212\u7684\u4f9d\u8d56\u6027<\/h2>\n<\/p>\n<p><p>\u7c7b\u4f3c\u5730\uff0c\u52a8\u6001\u89c4\u5212\u7b97\u6cd5\u5f80\u5f80\u9700\u8981\u57fa\u4e8e\u5148\u524d\u8ba1\u7b97\u7684\u89e3\u6765\u6784\u5efa\u5f53\u524d\u89e3\uff0c\u5c3d\u7ba1\u67d0\u4e9b\u7c7b\u578b\u7684\u52a8\u6001\u89c4\u5212\u95ee\u9898\u80fd\u591f\u901a\u8fc7\u6280\u5de7\u8fdb\u884c\u5e76\u884c\u5316\u5904\u7406\uff0c\u4f46\u5927\u591a\u6570\u4f20\u7edf\u52a8\u6001\u89c4\u5212\u95ee\u9898\u5728\u8ba1\u7b97\u4e0a\u5b58\u5728\u660e\u663e\u7684\u5e8f\u5217\u4f9d\u8d56\uff0c\u8fd9\u4e5f\u9650\u5236\u4e86\u5176\u5e76\u884c\u5904\u7406\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n<h2><strong>\u4e09\u3001\u57fa\u4e8e\u6811\u7684\u7b97\u6cd5\u548c\u5e76\u884c\u8ba1\u7b97<\/strong><\/h2>\n<p><p>\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u4e00\u4e9b\u57fa\u4e8e\u6811\u7684\u7b97\u6cd5\u7531\u4e8e\u5176\u7279\u6b8a\u7684\u6570\u636e\u7ed3\u6784\u548c\u8ba1\u7b97\u6d41\u7a0b\uf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