{"id":1001660,"date":"2024-12-27T10:02:11","date_gmt":"2024-12-27T02:02:11","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1001660.html"},"modified":"2024-12-27T10:02:13","modified_gmt":"2024-12-27T02:02:13","slug":"%e5%a6%82%e4%bd%95%e8%ae%ad%e7%bb%83%e8%af%86%e5%88%ab%e6%a8%a1%e5%9e%8bpython","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1001660.html","title":{"rendered":"\u5982\u4f55\u8bad\u7ec3\u8bc6\u522b\u6a21\u578bpython"},"content":{"rendered":"

\"\u5982\u4f55\u8bad\u7ec3\u8bc6\u522b\u6a21\u578bpython\"<\/p>\n

\u5f00\u5934\u6bb5\u843d\uff1a
\u8bad\u7ec3\u8bc6\u522b\u6a21\u578bPython\u7684\u5173\u952e\u6b65\u9aa4\u5305\u62ec\uff1a\u6570\u636e\u6536\u96c6\u4e0e\u51c6\u5907\u3001\u6570\u636e\u9884\u5904\u7406\u3001\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u8bc4\u4f30\u4e0e\u8c03\u4f18<\/strong>\u3002\u5176\u4e2d\uff0c\u6570\u636e\u6536\u96c6\u4e0e\u51c6\u5907\u662f\u6574\u4e2a\u8fc7\u7a0b\u7684\u57fa\u77f3\u3002\u4e3a\u4e86\u8bad\u7ec3\u4e00\u4e2a\u9ad8\u6548\u7684\u8bc6\u522b\u6a21\u578b\uff0c\u9996\u5148\u9700\u8981\u6536\u96c6\u8db3\u591f\u591a\u7684\u3001\u5177\u6709\u4ee3\u8868\u6027\u7684\u6570\u636e\u96c6\u3002\u6570\u636e\u7684\u8d28\u91cf\u548c\u6570\u91cf\u76f4\u63a5\u5f71\u54cd\u6a21\u578b\u7684\u6027\u80fd\uff0c\u56e0\u6b64\u5728\u6570\u636e\u6536\u96c6\u9636\u6bb5\u8981\u5c3d\u91cf\u6db5\u76d6\u6240\u6709\u53ef\u80fd\u7684\u573a\u666f\u548c\u60c5\u51b5\u3002\u63a5\u4e0b\u6765\uff0c\u8fd8\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u9884\u5904\u7406\uff0c\u786e\u4fdd\u6570\u636e\u7684\u4e00\u81f4\u6027\u548c\u6a21\u578b\u7684\u9002\u5e94\u6027\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u6570\u636e\u6536\u96c6\u4e0e\u51c6\u5907<\/p>\n<\/p>\n

\u5728\u8bad\u7ec3\u8bc6\u522b\u6a21\u578b\u65f6\uff0c\u6570\u636e\u6536\u96c6\u4e0e\u51c6\u5907\u662f\u9996\u8981\u6b65\u9aa4\u3002\u9996\u5148\uff0c\u9700\u8981\u660e\u786e\u8bc6\u522b\u4efb\u52a1\u7684\u76ee\u6807\u548c\u8303\u56f4\uff0c\u4f8b\u5982\u662f\u56fe\u50cf\u8bc6\u522b\u8fd8\u662f\u8bed\u97f3\u8bc6\u522b\u3002\u6839\u636e\u5177\u4f53\u9700\u6c42\uff0c\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u6765\u6e90\uff0c\u53ef\u80fd\u662f\u516c\u5f00\u7684\u6570\u636e\u96c6\uff0c\u4e5f\u53ef\u80fd\u662f\u81ea\u5df1\u91c7\u96c6\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u6570\u636e\u6765\u6e90\u7684\u591a\u6837\u6027<\/strong>
    \u6570\u636e\u5e94\u6db5\u76d6\u8bc6\u522b\u4efb\u52a1\u4e2d\u6240\u6709\u53ef\u80fd\u7684\u573a\u666f\u548c\u60c5\u51b5\uff0c\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\u5bf9\u4e8e\u56fe\u50cf\u8bc6\u522b\uff0c\u53ef\u4ee5\u4f7f\u7528\u5f00\u6e90\u7684\u56fe\u50cf\u6570\u636e\u96c6\uff0c\u5982ImageNet\u3001CIFAR-10\u7b49\u3002\u8bed\u97f3\u8bc6\u522b\u5219\u53ef\u4ee5\u4f7f\u7528LibriSpeech\u6216\u5176\u4ed6\u8bed\u97f3\u6570\u636e\u96c6\u3002\u540c\u65f6\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u7f51\u7edc\u722c\u866b\u6280\u672f\u81ea\u884c\u6536\u96c6\u6570\u636e\uff0c\u4ee5\u6ee1\u8db3\u7279\u5b9a\u9700\u6c42\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u6570\u636e\u6807\u6ce8\u7684\u51c6\u786e\u6027<\/strong>
    \u6570\u636e\u6807\u6ce8\u7684\u51c6\u786e\u6027\u76f4\u63a5\u5f71\u54cd\u8bc6\u522b\u6a21\u578b\u7684\u7cbe\u5ea6\u3002\u5728\u6570\u636e\u6807\u6ce8\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u81ea\u52a8\u6807\u6ce8\u5de5\u5177\u6765\u63d0\u9ad8\u6548\u7387\uff0c\u4f46\u4ecd\u9700\u4eba\u5de5\u5ba1\u6838\u4ee5\u786e\u4fdd\u6807\u6ce8\u7684\u51c6\u786e\u6027\u3002\u5bf9\u4e8e\u590d\u6742\u7684\u8bc6\u522b\u4efb\u52a1\uff0c\u53ef\u80fd\u9700\u8981\u9080\u8bf7\u9886\u57df\u4e13\u5bb6\u8fdb\u884c\u6807\u6ce8\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u6570\u636e\u9884\u5904\u7406<\/p>\n<\/p>\n

    \u5728\u6570\u636e\u6536\u96c6\u5b8c\u6210\u540e\uff0c\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u9884\u5904\u7406\uff0c\u4ee5\u63d0\u9ad8\u6a21\u578b\u8bad\u7ec3\u7684\u6548\u679c\u548c\u6548\u7387\u3002\u6570\u636e\u9884\u5904\u7406\u7684\u76ee\u7684\u662f\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u6362\u4e3a\u9002\u5408\u6a21\u578b\u8bad\u7ec3\u7684\u683c\u5f0f\u548c\u5f62\u5f0f\u3002<\/p>\n<\/p>\n

      \n
    1. \n

      \u6570\u636e\u6e05\u6d17<\/strong>
      \u6570\u636e\u6e05\u6d17\u662f\u6570\u636e\u9884\u5904\u7406\u7684\u7b2c\u4e00\u6b65\u3002\u5b83\u5305\u62ec\u53bb\u9664\u91cd\u590d\u9879\u3001\u586b\u8865\u7f3a\u5931\u503c\u3001\u7ea0\u6b63\u9519\u8bef\u6807\u6ce8\u7b49\u3002\u5bf9\u4e8e\u56fe\u50cf\u6570\u636e\uff0c\u8fd8\u53ef\u80fd\u9700\u8981\u8fdb\u884c\u53bb\u566a\u5904\u7406\uff0c\u4ee5\u63d0\u9ad8\u56fe\u50cf\u8d28\u91cf\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      \u6570\u636e\u589e\u5f3a<\/strong>
      \u6570\u636e\u589e\u5f3a\u662f\u901a\u8fc7\u5bf9\u73b0\u6709\u6570\u636e\u8fdb\u884c\u5404\u79cd\u53d8\u6362\uff08\u5982\u65cb\u8f6c\u3001\u7f29\u653e\u3001\u7ffb\u8f6c\u7b49\uff09\u6765\u589e\u52a0\u6570\u636e\u96c6\u7684\u591a\u6837\u6027\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u6709\u6548\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u7279\u522b\u662f\u5728\u6570\u636e\u91cf\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b<\/p>\n<\/p>\n

      \u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u662f\u8bad\u7ec3\u8bc6\u522b\u6a21\u578b\u7684\u6838\u5fc3\u73af\u8282\u3002\u4e0d\u540c\u7684\u8bc6\u522b\u4efb\u52a1\u9700\u8981\u4e0d\u540c\u7684\u6a21\u578b\u67b6\u6784\u548c\u7b97\u6cd5\u3002<\/p>\n<\/p>\n

        \n
      1. \n

        \u6a21\u578b\u67b6\u6784\u7684\u9009\u62e9<\/strong>
        \u5bf9\u4e8e\u56fe\u50cf\u8bc6\u522b\uff0c\u5e38\u7528\u7684\u6a21\u578b\u67b6\u6784\u5305\u62ec\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u3001\u6df1\u5ea6\u6b8b\u5dee\u7f51\u7edc\uff08ResNet\uff09\u7b49\u3002\u5bf9\u4e8e\u8bed\u97f3\u8bc6\u522b\uff0c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\u3001\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff08LSTM\uff09\u7b49\u662f\u8f83\u4e3a\u5e38\u7528\u7684\u9009\u62e9\u3002\u9009\u62e9\u6a21\u578b\u67b6\u6784\u65f6\uff0c\u9700\u6839\u636e\u4efb\u52a1\u7684\u590d\u6742\u7a0b\u5ea6\u548c\u6570\u636e\u7279\u70b9\u8fdb\u884c\u6743\u8861\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u9884\u8bad\u7ec3\u6a21\u578b\u7684\u4f7f\u7528<\/strong>
        \u9884\u8bad\u7ec3\u6a21\u578b\u662f\u6307\u5728\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\uff0c\u53ef\u4ee5\u7528\u4e8e\u8fc1\u79fb\u5b66\u4e60\uff0c\u4ee5\u51cf\u5c11\u8bad\u7ec3\u65f6\u95f4\u548c\u8ba1\u7b97\u8d44\u6e90\u3002\u901a\u8fc7\u5fae\u8c03\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u53ef\u4ee5\u5feb\u901f\u83b7\u5f97\u8f83\u597d\u7684\u8bc6\u522b\u6548\u679c\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u56db\u3001\u6a21\u578b\u8bad\u7ec3<\/p>\n<\/p>\n

        \u6a21\u578b\u8bad\u7ec3\u662f\u6574\u4e2a\u8bc6\u522b\u6a21\u578b\u5f00\u53d1\u6d41\u7a0b\u7684\u6838\u5fc3\u6b65\u9aa4\u3002\u901a\u8fc7\u4e0d\u65ad\u8fed\u4ee3\u8bad\u7ec3\uff0c\u6a21\u578b\u53ef\u4ee5\u9010\u6b65\u63d0\u9ad8\u5bf9\u8bc6\u522b\u4efb\u52a1\u7684\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n

          \n
        1. \n

          \u8bad\u7ec3\u53c2\u6570\u7684\u8bbe\u7f6e<\/strong>
          \u5728\u6a21\u578b\u8bad\u7ec3\u4e2d\uff0c\u9700\u8bbe\u7f6e\u9002\u5f53\u7684\u8bad\u7ec3\u53c2\u6570\uff0c\u5982\u5b66\u4e60\u7387\u3001\u6279\u91cf\u5927\u5c0f\u3001\u8fed\u4ee3\u6b21\u6570\u7b49\u3002\u8fd9\u4e9b\u53c2\u6570\u7684\u8bbe\u7f6e\u76f4\u63a5\u5f71\u54cd\u6a21\u578b\u7684\u6536\u655b\u901f\u5ea6\u548c\u6700\u7ec8\u6027\u80fd\u3002\u901a\u5e38\u9700\u8981\u901a\u8fc7\u5b9e\u9a8c\u8fdb\u884c\u8c03\u4f18\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          \u4f7f\u7528\u5408\u9002\u7684\u4f18\u5316\u7b97\u6cd5<\/strong>
          \u4f18\u5316\u7b97\u6cd5\u5728\u6a21\u578b\u8bad\u7ec3\u4e2d\u8d77\u5230\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5e38\u7528\u7684\u4f18\u5316\u7b97\u6cd5\u5305\u62ec\u968f\u673a\u68af\u5ea6\u4e0b\u964d\uff08SGD\uff09\u3001Adam\u7b49\u3002\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u5177\u6709\u4e0d\u540c\u7684\u6536\u655b\u7279\u6027\u548c\u8ba1\u7b97\u590d\u6742\u5ea6\uff0c\u9700\u6839\u636e\u5177\u4f53\u4efb\u52a1\u9009\u62e9\u5408\u9002\u7684\u7b97\u6cd5\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

          \u4e94\u3001\u6a21\u578b\u8bc4\u4f30\u4e0e\u8c03\u4f18<\/p>\n<\/p>\n

          \u6a21\u578b\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u9700\u8981\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30\u548c\u8c03\u4f18\uff0c\u4ee5\u786e\u4fdd\u5176\u80fd\u591f\u5728\u771f\u5b9e\u573a\u666f\u4e2d\u6709\u6548\u5de5\u4f5c\u3002<\/p>\n<\/p>\n

            \n
          1. \n

            \u6a21\u578b\u8bc4\u4f30<\/strong>
            \u6a21\u578b\u8bc4\u4f30\u901a\u5e38\u5728\u9a8c\u8bc1\u96c6\u6216\u6d4b\u8bd5\u96c6\u4e0a\u8fdb\u884c\u3002\u901a\u8fc7\u8ba1\u7b97\u8bc6\u522b\u51c6\u786e\u7387\u3001\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u7b49\u6307\u6807\u6765\u8bc4\u4f30\u6a21\u578b\u7684\u6027\u80fd\u3002\u540c\u65f6\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u6df7\u6dc6\u77e9\u9635\u5206\u6790\u6a21\u578b\u5728\u4e0d\u540c\u7c7b\u522b\u4e0a\u7684\u8bc6\u522b\u6548\u679c\u3002<\/p>\n<\/p>\n<\/li>\n

          2. \n

            \u6a21\u578b\u8c03\u4f18<\/strong>
            \u5982\u679c\u6a21\u578b\u7684\u8bc4\u4f30\u7ed3\u679c\u4e0d\u6ee1\u8db3\u8981\u6c42\uff0c\u53ef\u4ee5\u901a\u8fc7\u8c03\u6574\u6a21\u578b\u67b6\u6784\u3001\u4f18\u5316\u7b97\u6cd5\u3001\u8bad\u7ec3\u53c2\u6570\u7b49\u65b9\u5f0f\u8fdb\u884c\u8c03\u4f18\u3002\u8fd8\u53ef\u4ee5\u901a\u8fc7\u589e\u52a0\u6570\u636e\u91cf\u3001\u6539\u8fdb\u6570\u636e\u9884\u5904\u7406\u65b9\u6cd5\u7b49\u65b9\u5f0f\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

            \u516d\u3001\u90e8\u7f72\u4e0e\u7ef4\u62a4<\/p>\n<\/p>\n

            \u5728\u6a21\u578b\u901a\u8fc7\u8bc4\u4f30\u540e\uff0c\u6700\u540e\u4e00\u6b65\u662f\u5c06\u5176\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\u4e2d\uff0c\u5e76\u8fdb\u884c\u6301\u7eed\u7684\u7ef4\u62a4\u548c\u66f4\u65b0\u3002<\/p>\n<\/p>\n

              \n
            1. \n

              \u6a21\u578b\u90e8\u7f72<\/strong>
              \u6a21\u578b\u90e8\u7f72\u6d89\u53ca\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8f6c\u5316\u4e3a\u53ef\u4f9b\u7528\u6237\u4f7f\u7528\u7684\u5f62\u5f0f\uff0c\u901a\u5e38\u9700\u8981\u8003\u8651\u8ba1\u7b97\u8d44\u6e90\u3001\u54cd\u5e94\u901f\u5ea6\u7b49\u56e0\u7d20\u3002\u53ef\u4ee5\u4f7f\u7528\u4e91\u670d\u52a1\u5e73\u53f0\u8fdb\u884c\u90e8\u7f72\uff0c\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u53ef\u6269\u5c55\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n<\/li>\n

            2. \n

              \u6a21\u578b\u7ef4\u62a4\u4e0e\u66f4\u65b0<\/strong>
              \u5728\u90e8\u7f72\u540e\uff0c\u9700\u8981\u5bf9\u6a21\u578b\u8fdb\u884c\u6301\u7eed\u7684\u76d1\u63a7\u548c\u7ef4\u62a4\uff0c\u4ee5\u786e\u4fdd\u5176\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6548\u679c\u3002\u540c\u65f6\uff0c\u968f\u7740\u6570\u636e\u548c\u9700\u6c42\u7684\u53d8\u5316\uff0c\u53ef\u80fd\u9700\u8981\u5b9a\u671f\u66f4\u65b0\u6a21\u578b\uff0c\u4ee5\u4fdd\u6301\u5176\u5728\u8bc6\u522b\u4efb\u52a1\u4e2d\u7684\u9886\u5148\u6027\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

              \u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u53ef\u4ee5\u6709\u6548\u8bad\u7ec3\u51fa\u9ad8\u6027\u80fd\u7684\u8bc6\u522b\u6a21\u578b\uff0c\u6ee1\u8db3\u5404\u79cd\u5b9e\u9645\u5e94\u7528\u9700\u6c42\u3002\u5728\u6574\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6570\u636e\u7684\u8d28\u91cf\u548c\u6a21\u578b\u7684\u9009\u62e9\u662f\u6210\u529f\u7684\u5173\u952e\uff0c\u56e0\u6b64\u9700\u7279\u522b\u5173\u6ce8\u8fd9\u4e24\u4e2a\u73af\u8282\u3002<\/p>\n<\/p>\n

              \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

              \u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u6765\u8bad\u7ec3\u8bc6\u522b\u6a21\u578b\uff1f<\/strong>
              \u9009\u62e9\u5408\u9002\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u662f\u6210\u529f\u8bad\u7ec3\u8bc6\u522b\u6a21\u578b\u7684\u5173\u952e\u3002\u9996\u5148\uff0c\u786e\u4fdd\u6570\u636e\u96c6\u7684\u591a\u6837\u6027\u548c\u4ee3\u8868\u6027\uff0c\u4ee5\u8986\u76d6\u6a21\u578b\u5c06\u8981\u5904\u7406\u7684\u6240\u6709\u53ef\u80fd\u60c5\u51b5\u3002\u6570\u636e\u96c6\u5e94\u5305\u542b\u8db3\u591f\u7684\u6837\u672c\uff0c\u4ee5\u907f\u514d\u8fc7\u62df\u5408\u6216\u6b20\u62df\u5408\u3002\u6b64\u5916\uff0c\u6570\u636e\u7684\u8d28\u91cf\u4e5f\u81f3\u5173\u91cd\u8981\uff0c\u6e05\u6d17\u6570\u636e\u4ee5\u53bb\u9664\u566a\u58f0\u548c\u4e0d\u76f8\u5173\u7684\u4fe1\u606f\uff0c\u5c06\u6709\u52a9\u4e8e\u63d0\u9ad8\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n

              \u5728Python\u4e2d\u5982\u4f55\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\uff1f<\/strong>
              \u5728Python\u4e2d\uff0c\u6d41\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u5982TensorFlow\u548cPyTorch\u53ef\u4ee5\u6709\u6548\u5730\u7528\u4e8e\u8bad\u7ec3\u8bc6\u522b\u6a21\u578b\u3002\u4f7f\u7528\u8fd9\u4e9b\u6846\u67b6\u65f6\uff0c\u53ef\u4ee5\u5229\u7528\u5176\u5f3a\u5927\u7684API\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\uff0c\u5b9a\u4e49\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668\uff0c\u5e76\u901a\u8fc7\u8bad\u7ec3\u5faa\u73af\u6765\u66f4\u65b0\u6a21\u578b\u6743\u91cd\u3002\u6b64\u5916\uff0c\u8fd9\u4e9b\u6846\u67b6\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u793e\u533a\u652f\u6301\u548c\u6587\u6863\uff0c\u80fd\u591f\u5e2e\u52a9\u7528\u6237\u89e3\u51b3\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u5404\u79cd\u95ee\u9898\u3002<\/p>\n

              \u5982\u4f55\u8bc4\u4f30\u548c\u4f18\u5316\u5df2\u8bad\u7ec3\u7684\u8bc6\u522b\u6a21\u578b\u7684\u6027\u80fd\uff1f<\/strong>
              \u8bc4\u4f30\u548c\u4f18\u5316\u8bc6\u522b\u6a21\u578b\u7684\u6027\u80fd\u901a\u5e38\u6d89\u53ca\u4f7f\u7528\u9a8c\u8bc1\u96c6\u6765\u76d1\u63a7\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u5176\u4ed6\u6307\u6807\uff0c\u5982\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u548cF1\u5206\u6570\u3002\u53ef\u4ee5\u901a\u8fc7\u8c03\u6574\u8d85\u53c2\u6570\uff08\u5982\u5b66\u4e60\u7387\u3001\u6279\u5927\u5c0f\uff09\u6765\u4f18\u5316\u6a21\u578b\uff0c\u6216\u8005\u4f7f\u7528\u6280\u672f\u5982\u4ea4\u53c9\u9a8c\u8bc1\u6765\u83b7\u5f97\u66f4\u53ef\u9760\u7684\u6027\u80fd\u8bc4\u4f30\u3002\u6b64\u5916\uff0c\u5229\u7528\u6df7\u6dc6\u77e9\u9635\u53ef\u5e2e\u52a9\u8bc6\u522b\u6a21\u578b\u5728\u5206\u7c7b\u4e0d\u540c\u7c7b\u522b\u65f6\u7684\u5177\u4f53\u8868\u73b0\uff0c\u4ece\u800c\u8fdb\u884c\u9488\u5bf9\u6027\u7684\u6539\u8fdb\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5f00\u5934\u6bb5\u843d\uff1a\u8bad\u7ec3\u8bc6\u522b\u6a21\u578bPython\u7684\u5173\u952e\u6b65\u9aa4\u5305\u62ec\uff1a\u6570\u636e\u6536\u96c6\u4e0e\u51c6\u5907\u3001\u6570\u636e\u9884\u5904\u7406\u3001\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u8bc4 […]","protected":false},"author":3,"featured_media":1001675,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1001660"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1001660"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1001660\/revisions"}],"predecessor-version":[{"id":1001677,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1001660\/revisions\/1001677"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1001675"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1001660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1001660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1001660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}