{"id":949128,"date":"2024-12-27T00:09:55","date_gmt":"2024-12-26T16:09:55","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/949128.html"},"modified":"2024-12-27T00:09:57","modified_gmt":"2024-12-26T16:09:57","slug":"python%e5%89%8d%e6%99%af%e5%a6%82%e4%bd%952018","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/949128.html","title":{"rendered":"python\u524d\u666f\u5982\u4f552018"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25084231\/bffe9dd8-89ea-4f5e-973a-c7c10a3a04de.webp\" alt=\"python\u524d\u666f\u5982\u4f552018\" \/><\/p>\n<p><p> <strong>Python\u57282018\u5e74\u7684\u524d\u666f\u975e\u5e38\u5149\u660e\uff0c\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u4e0e<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u3001\u8fc5\u901f\u589e\u957f\u7684\u793e\u533a\u652f\u6301\u3001\u5728\u6559\u80b2\u9886\u57df\u7684\u666e\u53ca\u3001\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\u652f\u6301\u3001\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u666e\u53ca\u3002<\/strong>\u5176\u4e2d\uff0cPython\u5728\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u5e94\u7528\u5c24\u4e3a\u503c\u5f97\u6df1\u5165\u63a2\u8ba8\u3002Python\u56e0\u5176\u7b80\u5355\u6613\u7528\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u9886\u57df\u7684\u9996\u9009\u8bed\u8a00\u3002\u5927\u91cf\u7684\u6570\u636e\u79d1\u5b66\u5e93\u5982NumPy\u3001Pandas\u3001Matplotlib\u3001Scikit-learn\u7b49\uff0c\u4f7f\u5f97Python\u80fd\u591f\u65b9\u4fbf\u5730\u8fdb\u884c\u6570\u636e\u5206\u6790\u3001\u53ef\u89c6\u5316\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u6784\u5efa\u3002\u8fd9\u4e9b\u5de5\u5177\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u5206\u6790\u7684\u6548\u7387\uff0c\u4e5f\u964d\u4f4e\u4e86\u5165\u95e8\u7684\u95e8\u69db\uff0c\u5438\u5f15\u4e86\u8d8a\u6765\u8d8a\u591a\u7684\u4e13\u4e1a\u4eba\u58eb\u548c\u4f01\u4e1a\u52a0\u5165\u5176\u4e2d\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60<\/p>\n<\/p>\n<p><p>\u57282018\u5e74\uff0cPython\u56e0\u5176\u5728\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u51fa\u8272\u8868\u73b0\u800c\u5907\u53d7\u77a9\u76ee\u3002Python\u7684\u7b80\u5355\u6027\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\u4f7f\u5176\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u9996\u9009\u8bed\u8a00\u3002NumPy\u548cPandas\u7b49\u5e93\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u800cMatplotlib\u548cSeaborn\u5219\u53ef\u4ee5\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\u3002Scikit-learn\u548cTensorFlow\u7b49\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u4f7f\u5f97Python\u5728\u6784\u5efa\u673a\u5668\u5b66\u4e60\u6a21\u578b\u65b9\u9762\u4e5f\u8868\u73b0\u51fa\u8272\u3002<\/p>\n<\/p>\n<p><p>Python\u7684\u5e7f\u6cdb\u5e94\u7528\u4e0d\u4ec5\u9650\u4e8e\u5b66\u672f\u7814\u7a76\u548c\u5b9e\u9a8c\u5ba4\uff0c\u8fd8\u9010\u6e10\u6e17\u900f\u5230\u5546\u4e1a\u5e94\u7528\u4e2d\u3002\u8bb8\u591a\u516c\u53f8\u5f00\u59cb\u91c7\u7528Python\u6765\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u9884\u6d4b\u6a21\u578b\u7684\u6784\u5efa\uff0c\u8fd9\u5e2e\u52a9\u4ed6\u4eec\u66f4\u597d\u5730\u7406\u89e3\u5e02\u573a\u8d8b\u52bf\u5e76\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002Python\u5728\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u666e\u53ca\u4e5f\u63a8\u52a8\u4e86\u76f8\u5173\u804c\u4f4d\u7684\u589e\u957f\uff0c\u8bb8\u591a\u516c\u53f8\u6b63\u5728\u79ef\u6781\u5bfb\u627e\u719f\u7ec3\u638c\u63e1Python\u7684\u4e13\u4e1a\u4eba\u58eb\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u8fc5\u901f\u589e\u957f\u7684\u793e\u533a\u652f\u6301<\/p>\n<\/p>\n<p><p>Python\u7684\u793e\u533a\u662f\u5176\u5feb\u901f\u53d1\u5c55\u7684\u91cd\u8981\u56e0\u7d20\u4e4b\u4e00\u30022018\u5e74\uff0cPython\u793e\u533a\u7684\u89c4\u6a21\u7ee7\u7eed\u6269\u5927\uff0c\u5168\u7403\u5404\u5730\u7684\u5f00\u53d1\u8005\u901a\u8fc7\u8d21\u732e\u4ee3\u7801\u3001\u64b0\u5199\u6587\u6863\u548c\u5206\u4eab\u6559\u7a0b\u6765\u652f\u6301Python\u7684\u53d1\u5c55\u3002\u6d3b\u8dc3\u7684\u793e\u533a\u4e0d\u4ec5\u610f\u5473\u7740Python\u7684\u529f\u80fd\u548c\u5e93\u5728\u4e0d\u65ad\u5b8c\u5584\uff0c\u4e5f\u610f\u5473\u7740\u5f00\u53d1\u8005\u53ef\u4ee5\u66f4\u5feb\u5730\u89e3\u51b3\u95ee\u9898\u5e76\u83b7\u5f97\u652f\u6301\u3002<\/p>\n<\/p>\n<p><p>\u793e\u533a\u7684\u529b\u91cf\u8fd8\u4f53\u73b0\u5728\u5f00\u6e90\u9879\u76ee\u7684\u7e41\u8363\u53d1\u5c55\u3002\u8bb8\u591a\u5f00\u6e90\u9879\u76ee\u90fd\u662f\u7531Python\u793e\u533a\u63a8\u52a8\u7684\uff0c\u8fd9\u4e9b\u9879\u76ee\u6db5\u76d6\u4e86\u4eceWeb\u5f00\u53d1\u5230\u6570\u636e\u79d1\u5b66\u7684\u5404\u4e2a\u9886\u57df\u3002\u793e\u533a\u6210\u5458\u901a\u8fc7\u8d21\u732e\u4ee3\u7801\u548c\u53c2\u4e0e\u9879\u76ee\uff0c\u63a8\u52a8\u4e86Python\u751f\u6001\u7cfb\u7edf\u7684\u8fdb\u6b65\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u5728\u6559\u80b2\u9886\u57df\u7684\u666e\u53ca<\/p>\n<\/p>\n<p><p>Python\u56e0\u5176\u7b80\u5355\u6613\u5b66\u7684\u7279\u6027\uff0c\u6210\u4e3a\u4e86\u6559\u80b2\u9886\u57df\u7684\u70ed\u95e8\u8bed\u8a00\u3002\u8bb8\u591a\u5b66\u6821\u548c\u5927\u5b66\u5c06Python\u4f5c\u4e3a\u8ba1\u7b97\u673a\u79d1\u5b66\u5165\u95e8\u8bfe\u7a0b\u7684\u9996\u9009\u8bed\u8a00\u3002Python\u7684\u6613\u7528\u6027\u8ba9\u521d\u5b66\u8005\u80fd\u591f\u5feb\u901f\u638c\u63e1\u7f16\u7a0b\u7684\u57fa\u672c\u6982\u5ff5\uff0c\u8fd9\u6709\u52a9\u4e8e\u57f9\u517b\u5b66\u751f\u7684\u8ba1\u7b97\u601d\u7ef4\u80fd\u529b\u3002<\/p>\n<\/p>\n<p><p>\u6b64\u5916\uff0cPython\u7684\u5e7f\u6cdb\u5e94\u7528\u4e5f\u8ba9\u5b66\u751f\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u80fd\u591f\u4f53\u9a8c\u5230\u7f16\u7a0b\u7684\u5b9e\u9645\u5e94\u7528\u3002\u4ece\u6570\u636e\u5206\u6790\u5230Web\u5f00\u53d1\uff0c\u5b66\u751f\u53ef\u4ee5\u5229\u7528Python\u5b8c\u6210\u5404\u79cd\u9879\u76ee\u3002\u8fd9\u4e0d\u4ec5\u589e\u5f3a\u4e86\u4ed6\u4eec\u7684\u5b9e\u8df5\u80fd\u529b\uff0c\u4e5f\u4e3a\u4ed6\u4eec\u7684\u804c\u4e1a\u53d1\u5c55\u5960\u5b9a\u4e86\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\u652f\u6301<\/p>\n<\/p>\n<p><p>Python\u7684\u4e30\u5bcc\u5e93\u548c\u6846\u67b6\u662f\u5176\u53d7\u6b22\u8fce\u7684\u539f\u56e0\u4e4b\u4e00\u3002\u65e0\u8bba\u662f\u6570\u636e\u5206\u6790\u3001\u673a\u5668\u5b66\u4e60\u3001Web\u5f00\u53d1\u8fd8\u662f\u81ea\u52a8\u5316\u811a\u672c\uff0cPython\u90fd\u6709\u76f8\u5e94\u7684\u5e93\u548c\u6846\u67b6\u652f\u6301\u3002Django\u548cFlask\u662f\u4e24\u4e2a\u6d41\u884c\u7684Web\u5f00\u53d1\u6846\u67b6\uff0c\u5b83\u4eec\u4f7f\u5f97Web\u5e94\u7528\u7684\u5f00\u53d1\u53d8\u5f97\u66f4\u52a0\u7b80\u5355\u548c\u9ad8\u6548\u3002Selenium\u5219\u662f\u4e00\u4e2a\u7528\u4e8e\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u5f3a\u5927\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><p>\u8fd9\u4e9b\u5e93\u548c\u6846\u67b6\u7684\u5b58\u5728\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u903b\u8f91\uff0c\u800c\u4e0d\u5fc5\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u57fa\u7840\u8bbe\u65bd\u3002\u8fd9\u79cd\u9ad8\u6548\u7684\u5f00\u53d1\u6a21\u5f0f\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u5f00\u53d1\u901f\u5ea6\uff0c\u4e5f\u964d\u4f4e\u4e86\u5f00\u53d1\u6210\u672c\uff0c\u4f7f\u5f97Python\u5728\u5404\u79cd\u5e94\u7528\u4e2d\u5f97\u4ee5\u5e7f\u6cdb\u91c7\u7528\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u666e\u53ca<\/p>\n<\/p>\n<p><p>Python\u57282018\u5e74\u4e0d\u4ec5\u5728\u521d\u521b\u516c\u53f8\u4e2d\u5e7f\u53d7\u6b22\u8fce\uff0c\u4e5f\u9010\u6e10\u88ab\u5927\u4f01\u4e1a\u6240\u63a5\u53d7\u3002\u8bb8\u591a\u5927\u578b\u4f01\u4e1a\u5f00\u59cb\u4f7f\u7528Python\u8fdb\u884c\u6570\u636e\u5206\u6790\u3001\u81ea\u52a8\u5316\u4efb\u52a1\u548cWeb\u5f00\u53d1\u3002Python\u7684\u7075\u6d3b\u6027\u548c\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u4f7f\u5176\u80fd\u591f\u9002\u5e94\u5404\u79cd\u89c4\u6a21\u7684\u9879\u76ee\uff0c\u4ece\u800c\u6ee1\u8db3\u4f01\u4e1a\u7684\u591a\u6837\u5316\u9700\u6c42\u3002<\/p>\n<\/p>\n<p><p>\u6b64\u5916\uff0cPython\u5728\u4f01\u4e1a\u4e2d\u7684\u666e\u53ca\u4e5f\u5f97\u76ca\u4e8e\u5176\u8de8\u5e73\u53f0\u7279\u6027\u548c\u826f\u597d\u7684\u96c6\u6210\u80fd\u529b\u3002Python\u53ef\u4ee5\u5728Windows\u3001Linux\u548cmacOS\u7b49\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fd0\u884c\uff0c\u8fd9\u4f7f\u5f97\u4f01\u4e1a\u53ef\u4ee5\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u7075\u6d3b\u90e8\u7f72\u5e94\u7528\u7a0b\u5e8f\u3002\u540c\u65f6\uff0cPython\u4e0e\u5176\u4ed6\u8bed\u8a00\u548c\u6280\u672f\u7684\u826f\u597d\u96c6\u6210\u80fd\u529b\uff0c\u4e5f\u4e3a\u4f01\u4e1a\u7684\u7cfb\u7edf\u5f00\u53d1\u63d0\u4f9b\u4e86\u4fbf\u5229\u3002<\/p>\n<\/p>\n<p><p>\u7efc\u4e0a\u6240\u8ff0\uff0c2018\u5e74Python\u7684\u524d\u666f\u5341\u5206\u5149\u660e\u3002\u5b83\u5728\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u3001\u8fc5\u901f\u589e\u957f\u7684\u793e\u533a\u652f\u6301\u3001\u5728\u6559\u80b2\u9886\u57df\u7684\u666e\u53ca\u3001\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\u652f\u6301\u4ee5\u53ca\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u666e\u53ca\uff0c\u90fd\u4e3aPython\u7684\u53d1\u5c55\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002\u8fd9\u4e9b\u56e0\u7d20\u4e0d\u4ec5\u4fc3\u8fdb\u4e86Python\u7684\u666e\u53ca\uff0c\u4e5f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u673a\u4f1a\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>Python\u57282018\u5e74\u7684\u5e02\u573a\u9700\u6c42\u5982\u4f55\uff1f<\/strong><br \/>\u57282018\u5e74\uff0cPython\u7684\u5e02\u573a\u9700\u6c42\u6301\u7eed\u589e\u957f\u3002\u968f\u7740\u6570\u636e\u79d1\u5b66\u3001<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u548c\u673a\u5668\u5b66\u4e60\u7b49\u9886\u57df\u7684\u8fc5\u901f\u53d1\u5c55\uff0cPython\u56e0\u5176\u7b80\u5355\u6613\u7528\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\u800c\u6210\u4e3a\u5f00\u53d1\u8005\u548c\u6570\u636e\u5206\u6790\u5e08\u7684\u9996\u9009\u8bed\u8a00\u3002\u6b64\u5916\uff0c\u8bb8\u591a\u4f01\u4e1a\u4e5f\u5f00\u59cb\u91c7\u7528Python\u8fdb\u884c\u540e\u7aef\u5f00\u53d1\u548c\u81ea\u52a8\u5316\u811a\u672c\u7f16\u5199\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u4e86\u5176\u5728\u884c\u4e1a\u4e2d\u7684\u666e\u53ca\u3002<\/p>\n<p><strong>\u5b66\u4e60Python\u5bf9\u804c\u4e1a\u53d1\u5c55\u7684\u5f71\u54cd\u662f\u4ec0\u4e48\uff1f<\/strong><br \/>\u638c\u63e1Python\u7f16\u7a0b\u8bed\u8a00\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u4e2a\u4eba\u7684\u804c\u4e1a\u7ade\u4e89\u529b\u30022018\u5e74\uff0cPython\u7a0b\u5e8f\u5458\u5728\u6280\u672f\u9886\u57df\u7684\u85aa\u8d44\u6c34\u5e73\u666e\u904d\u8f83\u9ad8\uff0c\u5c24\u5176\u662f\u5728\u6570\u636e\u5206\u6790\u3001\u4eba\u5de5\u667a\u80fd\u548cWeb\u5f00\u53d1\u7b49\u70ed\u95e8\u884c\u4e1a\u3002\u8bb8\u591a\u62db\u8058\u804c\u4f4d\u5bf9Python\u7684\u8981\u6c42\u9010\u6e10\u589e\u52a0\uff0c\u62e5\u6709Python\u6280\u80fd\u7684\u6c42\u804c\u8005\u66f4\u5bb9\u6613\u627e\u5230\u7406\u60f3\u7684\u5de5\u4f5c\u673a\u4f1a\u3002<\/p>\n<p><strong>\u4e3a\u4ec0\u4e48Python\u5728\u6559\u80b2\u9886\u57df\u53d7\u5230\u9752\u7750\uff1f<\/strong><br 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