{"id":31685,"date":"2023-05-25T23:34:39","date_gmt":"2023-05-25T15:34:39","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=31685"},"modified":"2023-07-31T01:55:28","modified_gmt":"2023-07-30T17:55:28","slug":"__trashed-12","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/31685.html","title":{"rendered":"python\u5728\u5b9e\u9645\u5de5\u4f5c\u4e2d\u7684\u5e94\u7528\u6709\u54ea\u4e9b"},"content":{"rendered":"<blockquote 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class=\"wp-block-heading\">\u4e00\u3001\u6570\u636e\u5206\u6790\u4e0e\u79d1\u5b66\u8ba1\u7b97<\/h2>\n<p>Python\u5728\u6570\u636e\u5206\u6790\u548c\u79d1\u5b66\u8ba1\u7b97\u9886\u57df\u4e2d\u5f97\u5230\u4e86\u5e7f\u6cdb\u5e94\u7528\u3002NumPy\u3001Pandas\u548cMatplotlib\u7b49\u5e93\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u5de5\u5177\u3002NumPy\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u591a\u7ef4\u6570\u7ec4\u64cd\u4f5c\uff0cPandas\u5219\u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u6570\u636e\u7ed3\u6784\u548c\u6570\u636e\u5904\u7406\u529f\u80fd\uff0c\u800cMatplotlib\u5219\u53ef\u7528\u4e8e\u751f\u6210\u5404\u79cd\u7c7b\u578b\u7684\u56fe\u8868\u548c\u53ef\u89c6\u5316\u7ed3\u679c\u3002\u8fd9\u4e9b\u5de5\u5177\u7684\u7ec4\u5408\u4f7f\u5f97Python\u6210\u4e3a\u4e86\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u3001\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790\u548c\u5efa\u6a21\u7684\u4f18\u9009\u8bed\u8a00\u3002<\/p>\n<h2 class=\"wp-block-heading\">\u4e8c\u3001Web\u5f00\u53d1<\/h2>\n<p>Python\u7684\u4e00\u4e2a\u91cd\u8981\u5e94\u7528\u9886\u57df\u662fWeb\u5f00\u53d1\u3002Django\u548cFlask\u662fPython\u8f83\u53d7\u6b22\u8fce\u7684Web\u6846\u67b6\uff0c\u5b83\u4eec\u63d0\u4f9b\u4e86\u5feb\u901f\u642d\u5efa\u3001\u7a33\u5b9a\u548c\u5b89\u5168\u7684Web\u5e94\u7528\u6240\u9700\u7684\u5de5\u5177\u548c\u529f\u80fd\u3002Django\u662f\u4e00\u4e2a\u5168\u529f\u80fd\u7684Web\u6846\u67b6\uff0c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684ORM\uff08\u5bf9\u8c61\u5173\u7cfb\u6620\u5c04\uff09\u548c\u8ba4\u8bc1\u7cfb\u7edf\u7b49\u529f\u80fd\uff0c\u9002\u5408\u6784\u5efa\u5927\u578b\u590d\u6742\u7684Web\u5e94\u7528\u3002\u800cFlask\u5219\u66f4\u52a0\u8f7b\u91cf\u7ea7\uff0c\u66f4\u9002\u5408\u6784\u5efa\u5c0f\u578b\u7684Web\u5e94\u7528\u6216API\u3002Python\u7684\u7b80\u6d01\u8bed\u6cd5\u548c\u4e30\u5bcc\u7684\u5e93\u4f7f\u5f97Web\u5f00\u53d1\u53d8\u5f97\u9ad8\u6548\u800c\u6109\u5feb\u3002<\/p>\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u81ea\u52a8\u5316\u811a\u672c\u7f16\u5199<\/h2>\n<p>Python\u5728\u81ea\u52a8\u5316\u811a\u672c\u7f16\u5199\u65b9\u9762\u4e5f\u6709\u5e7f\u6cdb\u5e94\u7528\u3002\u65e0\u8bba\u662f\u7cfb\u7edf\u7ba1\u7406\u3001\u7f51\u7edc\u64cd\u4f5c\u8fd8\u662f\u4efb\u52a1\u81ea\u52a8\u5316\uff0cPython\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6807\u51c6\u5e93\u548c\u7b2c\u4e09\u65b9\u5e93\uff0c\u4f7f\u5f97\u7f16\u5199\u81ea\u52a8\u5316\u811a\u672c\u53d8\u5f97\u7b80\u5355\u800c\u7075\u6d3b\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Python\u7684subprocess\u6a21\u5757\u6267\u884c\u7cfb\u7edf\u547d\u4ee4\uff0c\u4f7f\u7528os\u6a21\u5757\u8fdb\u884c\u6587\u4ef6\u548c\u76ee\u5f55\u64cd\u4f5c\uff0c\u4f7f\u7528paramiko\u5e93\u8fdb\u884cSSH\u8fde\u63a5\u548c\u64cd\u4f5c\u7b49\u3002Python\u8fd8\u63d0\u4f9b\u4e86selenium\u5e93\uff0c\u7528\u4e8eWeb\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u722c\u866b\u7f16\u5199\u3002\u8fd9\u4e9b\u5de5\u5177\u4f7f\u5f97\u81ea\u52a8\u5316\u811a\u672c\u7f16\u5199\u53d8\u5f97\u9ad8\u6548\u3001\u53ef\u7ef4\u62a4\u548c\u6613\u6269\u5c55\u3002<\/p>\n<h2 class=\"wp-block-heading\">\u56db\u3001\u673a\u5668\u5b66\u4e60\u4e0e\u4eba\u5de5\u667a\u80fd<\/h2>\n<p>Python\u5728\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e2d\u7684\u5e94\u7528\u4e5f\u8d8a\u6765\u8d8a\u5e7f\u6cdb\u3002TensorFlow\u548cPyTorch\u7b49\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u6846\u67b6\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u7b97\u6cd5\uff0c\u4f7f\u5f97\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u6784\u5efa\u548c\u8bad\u7ec3\u5404\u79cd\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u3002\u6b64\u5916\uff0cScikit-learn\u5e93\u63d0\u4f9b\u4e86\u8bb8\u591a\u7ecf\u5178\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u548c\u5de5\u5177\uff0c\u5305\u62ec\u5206\u7c7b\u3001\u56de\u5f52\u3001\u805a\u7c7b\u548c\u964d\u7ef4\u7b49\u65b9\u6cd5\u3002Python\u7684\u7b80\u6d01\u8bed\u6cd5\u548c\u4e30\u5bcc\u7684\u5e93\u4f7f\u5f97\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u7684\u5b9e\u73b0\u548c\u5b9e\u9a8c\u53d8\u5f97\u66f4\u52a0\u4fbf\u6377\u3002<\/p>\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u7f51\u7edc\u722c\u866b<\/h2>\n<p>Python\u5728\u7f51\u7edc\u722c\u866b\u9886\u57df\u4e5f\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u901a\u8fc7\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\u5982BeautifulSoup\u548cScrapy\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u7f16\u5199Python\u811a\u672c\u6765\u63d0\u53d6\u7f51\u9875\u6570\u636e\u5e76\u8fdb\u884c\u5206\u6790\u3002\u8fd9\u5728\u8bb8\u591a\u573a\u666f\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u4f8b\u5982\u641c\u7d22\u5f15\u64ce\u4f18\u5316\u3001\u6570\u636e\u6536\u96c6\u548c\u5e02\u573a\u7814\u7a76\u7b49\u3002Python\u7684\u7b80\u5355\u6613\u5b66\u548c\u4e30\u5bcc\u7684\u7f51\u7edc\u5e93\u4f7f\u5f97\u722c\u866b\u5f00\u53d1\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u548c\u7075\u6d3b\u3002<\/p>\n<h2 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href=\"https:\/\/docs.pingcode.com\/agile\" 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