{"id":966531,"date":"2024-12-27T04:48:32","date_gmt":"2024-12-26T20:48:32","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/966531.html"},"modified":"2024-12-27T04:48:34","modified_gmt":"2024-12-26T20:48:34","slug":"%e5%a6%82%e4%bd%95%e9%87%8d%e6%96%b0%e4%bf%ae%e6%ad%a3%e6%a8%a1%e5%9e%8bpython","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/966531.html","title":{"rendered":"\u5982\u4f55\u91cd\u65b0\u4fee\u6b63\u6a21\u578bPython"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24182253\/4aed2368-b4fb-45b2-a284-69bb9d477ed9.webp\" alt=\"\u5982\u4f55\u91cd\u65b0\u4fee\u6b63\u6a21\u578bPython\" \/><\/p>\n<p><p> \u5f00\u5934\u6bb5\u843d:<br \/><strong>\u91cd\u65b0\u4fee\u6b63\u6a21\u578bPython\u53ef\u4ee5\u901a\u8fc7\u8c03\u6574\u8d85\u53c2\u6570\u3001\u6dfb\u52a0\u7279\u5f81\u3001\u4f7f\u7528\u4e0d\u540c\u7684\u7b97\u6cd5\u3001\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\u6765\u5b9e\u73b0<\/strong>\u3002\u8c03\u6574\u8d85\u53c2\u6570\u662f\u4f18\u5316\u6a21\u578b\u6027\u80fd\u7684\u5173\u952e\u6b65\u9aa4\u4e4b\u4e00\uff0c\u901a\u8fc7\u7f51\u683c\u641c\u7d22\u6216\u968f\u673a\u641c\u7d22\u7b49\u65b9\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u627e\u5230\u6700\u4f18\u7684\u53c2\u6570\u7ec4\u5408\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u8ba8\u8bba\u8c03\u6574\u8d85\u53c2\u6570\u7684\u8fc7\u7a0b\u3002\u5728<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u6a21\u578b\u4e2d\uff0c\u8d85\u53c2\u6570\u662f\u90a3\u4e9b\u4e0d\u901a\u8fc7\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u5b66\u4e60\u5f97\u5230\u7684\u53c2\u6570\uff0c\u800c\u662f\u9700\u8981\u5728\u8bad\u7ec3\u4e4b\u524d\u6307\u5b9a\u7684\u53c2\u6570\u3002\u4f8b\u5982\uff0c\u5728\u652f\u6301\u5411\u91cf\u673a\u4e2d\uff0c\u6838\u51fd\u6570\u7684\u9009\u62e9\u548c\u6b63\u5219\u5316\u53c2\u6570C\u5c31\u662f\u8d85\u53c2\u6570\u3002\u8c03\u6574\u8fd9\u4e9b\u53c2\u6570\u901a\u5e38\u9700\u8981\u5927\u91cf\u7684\u5b9e\u9a8c\u548c\u6bd4\u8f83\uff0c\u624d\u80fd\u627e\u5230\u80fd\u591f\u63d0\u5347\u6a21\u578b\u8868\u73b0\u7684\u7ec4\u5408\u3002\u901a\u8fc7\u4f7f\u7528\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u8bad\u7ec3\u96c6\u4e0a\u9a8c\u8bc1\u4e0d\u540c\u53c2\u6570\u7684\u6548\u679c\uff0c\u4ece\u800c\u9009\u62e9\u6700\u4f73\u7684\u53c2\u6570\u7ec4\u5408\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u8c03\u6574\u8d85\u53c2\u6570  <\/p>\n<\/p>\n<p><p>\u8c03\u6574\u8d85\u53c2\u6570\u662f\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u91cd\u8981\u65b9\u6cd5\u4e4b\u4e00\u3002\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u8d85\u53c2\u6570\u901a\u5e38\u9700\u8981\u901a\u8fc7\u5b9e\u9a8c\u6765\u786e\u5b9a\uff0c\u56e0\u4e3a\u5b83\u4eec\u5e76\u4e0d\u662f\u901a\u8fc7\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u5b66\u4e60\u5f97\u6765\u7684\u3002  <\/p>\n<\/p>\n<ol>\n<li>\u7f51\u683c\u641c\u7d22<\/li>\n<\/ol>\n<p><p>\u7f51\u683c\u641c\u7d22\u662f\u8d85\u53c2\u6570\u8c03\u6574\u7684\u4e00\u79cd\u5e38\u89c1\u65b9\u6cd5\uff0c\u5b83\u901a\u8fc7\u904d\u5386\u6240\u6709\u53ef\u80fd\u7684\u53c2\u6570\u7ec4\u5408\u6765\u5bfb\u627e\u6700\u4f73\u53c2\u6570\u3002\u867d\u7136\u8fd9\u79cd\u65b9\u6cd5\u8ba1\u7b97\u91cf\u5927\uff0c\u4f46\u901a\u5e38\u80fd\u591f\u627e\u5230\u5168\u5c40\u6700\u4f18\u89e3\u3002\u901a\u8fc7\u5b9a\u4e49\u4e00\u4e2a\u53c2\u6570\u7f51\u683c\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5e93\u5982Scikit-learn\u4e2d\u7684<code>GridSearchCV<\/code>\u6765\u81ea\u52a8\u6267\u884c\u7f51\u683c\u641c\u7d22\u3002  <\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u968f\u673a\u641c\u7d22<\/li>\n<\/ol>\n<p><p>\u76f8\u8f83\u4e8e\u7f51\u683c\u641c\u7d22\uff0c\u968f\u673a\u641c\u7d22\u901a\u8fc7\u968f\u673a\u91c7\u6837\u7684\u65b9\u5f0f\u9009\u62e9\u53c2\u6570\u7ec4\u5408\uff0c\u901a\u5e38\u80fd\u591f\u5728\u8f83\u77ed\u65f6\u95f4\u5185\u627e\u5230\u63a5\u8fd1\u6700\u4f18\u7684\u53c2\u6570\u7ec4\u5408\u3002\u968f\u673a\u641c\u7d22\u7684\u4f18\u70b9\u5728\u4e8e\u53ef\u4ee5\u5feb\u901f\u63a2\u7d22\u8f83\u5927\u7684\u53c2\u6570\u7a7a\u95f4\uff0c\u5c24\u5176\u662f\u5728\u8ba1\u7b97\u8d44\u6e90\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u3002  <\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u8d1d\u53f6\u65af\u4f18\u5316<\/li>\n<\/ol>\n<p><p>\u8d1d\u53f6\u65af\u4f18\u5316\u662f\u4e00\u79cd\u66f4\u4e3a\u667a\u80fd\u7684\u641c\u7d22\u65b9\u6cd5\uff0c\u5b83\u901a\u8fc7\u5efa\u7acb\u6982\u7387\u6a21\u578b\u6765\u9884\u6d4b\u4e0d\u540c\u53c2\u6570\u7ec4\u5408\u7684\u6548\u679c\uff0c\u5e76\u9009\u62e9\u6700\u6709\u53ef\u80fd\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u7ec4\u5408\u8fdb\u884c\u8bc4\u4f30\u3002\u8d1d\u53f6\u65af\u4f18\u5316\u80fd\u591f\u5728\u8f83\u5c11\u7684\u8bd5\u9a8c\u6b21\u6570\u4e0b\u627e\u5230\u826f\u597d\u7684\u53c2\u6570\u7ec4\u5408\uff0c\u662f\u4e00\u79cd\u8f83\u4e3a\u9ad8\u6548\u7684\u8d85\u53c2\u6570\u4f18\u5316\u65b9\u6cd5\u3002  <\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u6dfb\u52a0\u7279\u5f81  <\/p>\n<\/p>\n<p><p>\u6dfb\u52a0\u7279\u5f81\u53ef\u4ee5\u63d0\u5347\u6a21\u578b\u7684\u8868\u73b0\uff0c\u56e0\u4e3a\u66f4\u591a\u7684\u4fe1\u606f\u53ef\u4ee5\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u7684\u6a21\u5f0f\u3002  <\/p>\n<\/p>\n<ol>\n<li>\u7279\u5f81\u5de5\u7a0b<\/li>\n<\/ol>\n<p><p>\u7279\u5f81\u5de5\u7a0b\u662f\u901a\u8fc7\u521b\u5efa\u65b0\u7684\u7279\u5f81\u6216\u8f6c\u6362\u73b0\u6709\u7279\u5f81\u6765\u63d0\u9ad8\u6a21\u578b\u6027\u80fd\u7684\u8fc7\u7a0b\u3002\u5e38\u89c1\u7684\u7279\u5f81\u5de5\u7a0b\u65b9\u6cd5\u5305\u62ec\u6807\u51c6\u5316\u3001\u5f52\u4e00\u5316\u3001\u5bf9\u6570\u53d8\u6362\u3001\u79bb\u6563\u5316\u7b49\u3002\u901a\u8fc7\u5bf9\u7279\u5f81\u8fdb\u884c\u5904\u7406\uff0c\u6211\u4eec\u53ef\u4ee5\u63d0\u5347\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u548c\u51c6\u786e\u6027\u3002  <\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u7ec4\u5408\u7279\u5f81<\/li>\n<\/ol>\n<p><p>\u901a\u8fc7\u7ec4\u5408\u73b0\u6709\u7279\u5f81\u6765\u521b\u5efa\u65b0\u7684\u7279\u5f81\uff0c\u6709\u65f6\u53ef\u4ee5\u63ed\u793a\u6570\u636e\u4e2d\u7684\u6f5c\u5728\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u901a\u8fc7\u5bf9\u4e24\u4e2a\u7279\u5f81\u8fdb\u884c\u4e58\u79ef\u6216\u6bd4\u7387\u8ba1\u7b97\uff0c\u521b\u5efa\u65b0\u7684\u7ec4\u5408\u7279\u5f81\u3002\u7ec4\u5408\u7279\u5f81\u53ef\u4ee5\u5e2e\u52a9\u6a21\u578b\u6355\u6349\u5230\u539f\u59cb\u7279\u5f81\u4e2d\u672a\u88ab\u8bc6\u522b\u7684\u5173\u7cfb\u3002  <\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u7279\u5f81\u9009\u62e9<\/li>\n<\/ol>\n<p><p>\u5728\u6709\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53bb\u6389\u4e00\u4e9b\u5197\u4f59\u6216\u76f8\u5173\u6027\u9ad8\u7684\u7279\u5f81\u53cd\u800c\u53ef\u4ee5\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002\u7279\u5f81\u9009\u62e9\u7684\u65b9\u6cd5\u5305\u62ec\u8fc7\u6ee4\u6cd5\u3001\u5305\u88f9\u6cd5\u548c\u5d4c\u5165\u6cd5\u3002\u8fc7\u6ee4\u6cd5\u662f\u901a\u8fc7\u7edf\u8ba1\u65b9\u6cd5\u6765\u9009\u62e9\u7279\u5f81\uff0c\u5305\u88f9\u6cd5\u901a\u8fc7\u8bad\u7ec3\u6a21\u578b\u6765\u9009\u62e9\u7279\u5f81\uff0c\u5d4c\u5165\u6cd5\u5219\u662f\u901a\u8fc7\u6a21\u578b\u7684\u5185\u90e8\u673a\u5236\u6765\u9009\u62e9\u7279\u5f81\u3002  <\/p>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528\u4e0d\u540c\u7684\u7b97\u6cd5  <\/p>\n<\/p>\n<p><p>\u6709\u65f6\u5019\uff0c\u6539\u53d8\u6a21\u578b\u7684\u7b97\u6cd5\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u6a21\u578b\u7684\u6027\u80fd\u3002  <\/p>\n<\/p>\n<ol>\n<li>\u9009\u62e9\u5408\u9002\u7684\u7b97\u6cd5<\/li>\n<\/ol>\n<p><p>\u6839\u636e\u95ee\u9898\u7684\u7279\u70b9\u9009\u62e9\u5408\u9002\u7684\u7b97\u6cd5\u662f\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u4e00\u4e2a\u91cd\u8981\u6b65\u9aa4\u3002\u4f8b\u5982\uff0c\u7ebf\u6027\u56de\u5f52\u9002\u7528\u4e8e\u7ebf\u6027\u5173\u7cfb\u7684\u6570\u636e\uff0c\u800c\u51b3\u7b56\u6811\u53ef\u4ee5\u5904\u7406\u975e\u7ebf\u6027\u5173\u7cfb\u7684\u6570\u636e\u3002\u4e86\u89e3\u6570\u636e\u7684\u7279\u70b9\u548c\u7b97\u6cd5\u7684\u9002\u7528\u8303\u56f4\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u3002  <\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u96c6\u6210\u5b66\u4e60<\/li>\n<\/ol>\n<p><p>\u96c6\u6210\u5b66\u4e60\u662f\u4e00\u79cd\u901a\u8fc7\u7ec4\u5408\u591a\u4e2a\u57fa\u6a21\u578b\u6765\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u65b9\u6cd5\u3002\u5e38\u89c1\u7684\u96c6\u6210\u5b66\u4e60\u65b9\u6cd5\u5305\u62ec\u968f\u673a\u68ee\u6797\u3001\u68af\u5ea6\u63d0\u5347\u6811\u548cAdaBoost\u7b49\u3002\u8fd9\u4e9b\u65b9\u6cd5\u901a\u8fc7\u96c6\u6210\u591a\u4e2a\u5f31\u6a21\u578b\uff0c\u5f62\u6210\u4e00\u4e2a\u5f3a\u6a21\u578b\uff0c\u901a\u5e38\u80fd\u591f\u63d0\u5347\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002  <\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u6df1\u5ea6\u5b66\u4e60<\/li>\n<\/ol>\n<p><p>\u5bf9\u4e8e\u4e00\u4e9b\u590d\u6742\u7684\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u6d89\u53ca\u56fe\u50cf\u3001\u8bed\u97f3\u7b49\u975e\u7ed3\u6784\u5316\u6570\u636e\u7684\u4efb\u52a1\uff0c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5982\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\u53ef\u80fd\u66f4\u4e3a\u5408\u9002\u3002\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u901a\u8fc7\u591a\u5c42\u6b21\u7684\u7279\u5f81\u63d0\u53d6\uff0c\u53ef\u4ee5\u6355\u6349\u5230\u6570\u636e\u4e2d\u7684\u590d\u6742\u6a21\u5f0f\u3002  <\/p>\n<\/p>\n<p><p>\u56db\u3001\u4ea4\u53c9\u9a8c\u8bc1  <\/p>\n<\/p>\n<p><p>\u4ea4\u53c9\u9a8c\u8bc1\u662f\u4e00\u79cd\u8bc4\u4f30\u6a21\u578b\u6027\u80fd\u5e76\u9009\u62e9\u6700\u4f73\u6a21\u578b\u7684\u6709\u6548\u65b9\u6cd5\u3002  <\/p>\n<\/p>\n<ol>\n<li>K\u6298\u4ea4\u53c9\u9a8c\u8bc1<\/li>\n<\/ol>\n<p><p>K\u6298\u4ea4\u53c9\u9a8c\u8bc1\u901a\u8fc7\u5c06\u6570\u636e\u96c6\u5206\u6210K\u4e2a\u5b50\u96c6\uff0c\u53cd\u590d\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6a21\u578b\uff0c\u4ece\u800c\u83b7\u5f97\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u7a33\u5b9a\u4f30\u8ba1\u3002\u901a\u8fc7\u5728\u4e0d\u540c\u7684\u8bad\u7ec3\u96c6\u548c\u9a8c\u8bc1\u96c6\u4e0a\u8bc4\u4f30\u6a21\u578b\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u597d\u5730\u4e86\u89e3\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002  <\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u7559\u4e00\u6cd5<\/li>\n<\/ol>\n<p><p>\u7559\u4e00\u6cd5\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ea4\u53c9\u9a8c\u8bc1\u65b9\u6cd5\uff0c\u5176\u4e2d\u8bad\u7ec3\u96c6\u5305\u542b\u6240\u6709\u6570\u636e\uff0c\u9a8c\u8bc1\u96c6\u53ea\u5305\u542b\u4e00\u4e2a\u6570\u636e\u70b9\u3002\u8fd9\u79cd\u65b9\u6cd5\u8ba1\u7b97\u91cf\u8f83\u5927\uff0c\u4f46\u80fd\u591f\u63d0\u4f9b\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u51c6\u786e\u4f30\u8ba1\u3002  <\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u81ea\u52a9\u6cd5<\/li>\n<\/ol>\n<p><p>\u81ea\u52a9\u6cd5\u662f\u4e00\u79cd\u57fa\u4e8e\u91cd\u91c7\u6837\u7684\u4ea4\u53c9\u9a8c\u8bc1\u65b9\u6cd5\uff0c\u901a\u8fc7\u4ece\u539f\u59cb\u6570\u636e\u96c6\u4e2d\u6709\u653e\u56de\u5730\u62bd\u6837\uff0c\u521b\u5efa\u65b0\u7684\u8bad\u7ec3\u96c6\u548c\u9a8c\u8bc1\u96c6\u3002\u8fd9\u79cd\u65b9\u6cd5\u9002\u5408\u4e8e\u5c0f\u6837\u672c\u6570\u636e\u96c6\uff0c\u53ef\u4ee5\u6709\u6548\u9632\u6b62\u8fc7\u62df\u5408\u3002  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start=\"2\">\n<li>\u8fc7\u62df\u5408\u4e0e\u6b20\u62df\u5408<\/li>\n<\/ol>\n<p><p>\u5728\u6a21\u578b\u8c03\u6574\u8fc7\u7a0b\u4e2d\uff0c\u8981\u6ce8\u610f\u9632\u6b62\u8fc7\u62df\u5408\u548c\u6b20\u62df\u5408\u3002\u8fc7\u62df\u5408\u662f\u6307\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u8868\u73b0\u826f\u597d\uff0c\u4f46\u5728\u6d4b\u8bd5\u6570\u636e\u4e0a\u8868\u73b0\u5dee\u7684\u73b0\u8c61\uff1b\u6b20\u62df\u5408\u662f\u6307\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u4e0a\u5747\u8868\u73b0\u4e0d\u4f73\u3002\u901a\u8fc7\u6b63\u5219\u5316\u3001\u589e\u52a0\u6216\u51cf\u5c11\u6a21\u578b\u590d\u6742\u5ea6\u7b49\u65b9\u6cd5\u53ef\u4ee5\u6709\u6548\u907f\u514d\u8fc7\u62df\u5408\u548c\u6b20\u62df\u5408\u3002  <\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u6a21\u578b\u8c03\u4f18<\/li>\n<\/ol>\n<p><p>\u6a21\u578b\u8c03\u4f18\u662f\u6307\u901a\u8fc7\u4e0d\u65ad\u8c03\u6574\u6a21\u578b\u7684\u53c2\u6570\u548c\u7ed3\u6784\uff0c\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u8fc7\u7a0b\u3002\u8fd9\u5305\u62ec\u8d85\u53c2\u6570\u8c03\u4f18\u3001\u7279\u5f81\u9009\u62e9\u3001\u6a21\u578b\u9009\u62e9\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u901a\u8fc7\u4e0d\u65ad\u5c1d\u8bd5\u4e0d\u540c\u7684\u7ec4\u5408\uff0c\u6211\u4eec\u53ef\u4ee5\u627e\u5230\u6700\u4f18\u7684\u6a21\u578b\u914d\u7f6e\u3002  <\/p>\n<\/p>\n<p><p>\u516d\u3001\u6a21\u578b\u90e8\u7f72\u4e0e\u76d1\u63a7  <\/p>\n<\/p>\n<p><p>\u6a21\u578b\u90e8\u7f72\u662f\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5e94\u7528\u4e8e\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u7684\u8fc7\u7a0b\uff0c\u800c\u76d1\u63a7\u5219\u662f\u5bf9\u6a21\u578b\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8868\u73b0\u8fdb\u884c\u6301\u7eed\u89c2\u5bdf\u548c\u4f18\u5316\u3002  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\/>\u8bc4\u4f30\u91cd\u65b0\u4fee\u6b63\u540e\u7684\u6a21\u578b\u6027\u80fd\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u6307\u6807\uff0c\u5982\u51c6\u786e\u7387\u3001\u53ec\u56de\u7387\u3001F1-score\u7b49\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u4efb\u52a1\u7684\u6027\u8d28\u3002\u6b64\u5916\uff0c\u4f7f\u7528\u6df7\u6dc6\u77e9\u9635\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u6a21\u578b\u5728\u4e0d\u540c\u7c7b\u522b\u4e0a\u7684\u8868\u73b0\u3002\u901a\u8fc7\u4e0e\u4e4b\u524d\u6a21\u578b\u7684\u6027\u80fd\u8fdb\u884c\u5bf9\u6bd4\uff0c\u53ef\u4ee5\u66f4\u6e05\u6670\u5730\u4e86\u89e3\u4fee\u6b63\u540e\u7684\u6539\u8fdb\u60c5\u51b5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5f00\u5934\u6bb5\u843d:\u91cd\u65b0\u4fee\u6b63\u6a21\u578bPython\u53ef\u4ee5\u901a\u8fc7\u8c03\u6574\u8d85\u53c2\u6570\u3001\u6dfb\u52a0\u7279\u5f81\u3001\u4f7f\u7528\u4e0d\u540c\u7684\u7b97\u6cd5\u3001\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\u6765\u5b9e\u73b0\u3002\u8c03\u6574\u8d85\u53c2\u6570 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