{"id":173023,"date":"2024-05-08T18:03:01","date_gmt":"2024-05-08T10:03:01","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/173023.html"},"modified":"2024-05-08T18:03:09","modified_gmt":"2024-05-08T10:03:09","slug":"%e8%b4%a2%e5%8a%a1%e5%b7%a5%e4%bd%9c%e8%80%85%e6%9c%89%e5%bf%85%e8%a6%81%e5%8e%bb%e5%ad%a6%e4%b9%a0python%e5%90%97","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/173023.html","title":{"rendered":"\u8d22\u52a1\u5de5\u4f5c\u8005\u6709\u5fc5\u8981\u53bb\u5b66\u4e60Python\u5417"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/27044736\/ab5c50f5-6413-4d6b-916e-508a73d821fd.webp\" alt=\"\u8d22\u52a1\u5de5\u4f5c\u8005\u6709\u5fc5\u8981\u53bb\u5b66\u4e60Python\u5417\" \/><\/p>\n<p><p>\u5b66\u4e60Python\u5bf9\u8d22\u52a1\u5de5\u4f5c\u8005\u800c\u8a00\uff0c\u4e0d\u4ec5\u662f\u5fc5\u8981\u7684\uff0c\u800c\u4e14\u662f\u63a8\u8350\u7684\u3002<strong>\u7406\u7531\u5305\u62ec\uff1a\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3001\u6570\u636e\u5206\u6790\u4e0e\u5904\u7406\u80fd\u529b\u7684\u63d0\u5347\u3001<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u4e0e<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u7684\u5e94\u7528\u3001\u4ee5\u53ca\u884c\u4e1a\u7ade\u4e89\u4f18\u52bf\u7684\u52a0\u5f3a<\/strong>\u3002\u5176\u4e2d\uff0c<strong>\u6570\u636e\u5206\u6790\u4e0e\u5904\u7406\u80fd\u529b\u7684\u63d0\u5347<\/strong>\uff0c\u56e0\u5176\u76f4\u63a5\u5173\u7cfb\u5230\u8d22\u52a1\u6570\u636e\u7684\u89e3\u8bfb\u3001\u9884\u6d4b\u548c\u51b3\u7b56\uff0c\u6210\u4e3a\u4e86\u5b66\u4e60Python\u7684\u91cd\u8981\u9a71\u52a8\u529b\u3002Python\u4f5c\u4e3a\u4e00\u95e8\u529f\u80fd\u5f3a\u5927\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u63d0\u4f9b\u4e86\u8bf8\u5982Pandas\u3001NumPy\u548cMatplotlib\u7b49\u4e13\u4e1a\u5e93\uff0c\u4f7f\u5f97\u5904\u7406\u5927\u91cf\u8d22\u52a1\u6570\u636e\u3001\u8fdb\u884c\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u53d8\u5f97\u7b80\u5355\u9ad8\u6548\u3002\u901a\u8fc7\u638c\u63e1Python\uff0c\u8d22\u52a1\u5de5\u4f5c\u8005\u80fd\u591f\u81ea\u52a8\u5316\u5e38\u89c4\u8d22\u52a1\u62a5\u544a\u7684\u751f\u6210\u3001\u6df1\u5165\u6316\u6398\u6570\u636e\u80cc\u540e\u7684\u6d1e\u89c1\u3001\u5e76\u66f4\u5feb\u5730\u505a\u51fa\u57fa\u4e8e\u6570\u636e\u7684\u51b3\u7b56\uff0c\u4ece\u800c\u5728\u6570\u636e\u9a71\u52a8\u7684\u5546\u4e1a\u73af\u5883\u4e2d\u4fdd\u6301\u7ade\u4e89\u529b\u3002<\/p>\n<\/p>\n<p><h2>\u4e00\u3001\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387<\/h2>\n<\/p>\n<p><p>Python\u4f5c\u4e3a\u4e00\u79cd\u9ad8\u7ea7\u7f16\u7a0b\u8bed\u8a00\uff0c\u8ba9\u8d22\u52a1\u5de5\u4f5c\u8005\u53ef\u4ee5\u901a\u8fc7\u81ea\u52a8\u5316\u5904\u7406\u7e41\u7410\u7684\u6570\u636e\u6536\u96c6\u548c\u5904\u7406\u4efb\u52a1\uff0c\u663e\u8457\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002\u4f8b\u5982\uff0c\u4f7f\u7528Python\u53ef\u4ee5\u81ea\u52a8\u5316\u5904\u7406\u94f6\u884c\u5bf9\u8d26\u5355\u3001\u751f\u6210\u8d22\u52a1\u62a5\u544a\u7b49\u3002\u8fd9\u4e0d\u4ec5\u8282\u7701\u4e86\u65f6\u95f4\uff0c\u51cf\u5c11\u4e86\u4eba\u4e3a\u9519\u8bef\uff0c\u8fd8\u63d0\u9ad8\u4e86\u6570\u636e\u5904\u7406\u7684\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n<ul>\n<li>\u81ea\u52a8\u5316\u8d22\u52a1\u6d41\u7a0b\uff1a\u901a\u8fc7\u7f16\u5199Python\u811a\u672c\uff0c\u53ef\u4ee5\u81ea\u52a8\u5316\u6267\u884c\u65e5\u5e38\u8d22\u52a1\u4efb\u52a1\uff0c\u5982\u6570\u636e\u6c47\u603b\u3001\u62a5\u8868\u751f\u6210\u548c\u9884\u7b97\u5206\u6790\u7b49\u3002\u8fd9\u6837\u53ef\u4ee5\u5c06\u5de5\u4f5c\u91cd\u5fc3\u8f6c\u79fb\u5230\u66f4\u5177\u6218\u7565\u6027\u548c\u5206\u6790\u6027\u7684\u4efb\u52a1\u4e0a\u3002<\/li>\n<li>\u9519\u8bef\u51cf\u5c11\u4e0e\u51c6\u786e\u6027\u63d0\u9ad8\uff1a\u81ea\u52a8\u5316\u6d41\u7a0b\u51cf\u5c11\u4e86\u624b\u52a8\u8f93\u5165\u6570\u636e\u65f6\u7684\u9519\u8bef\uff0c\u786e\u4fdd\u4e86\u6570\u636e\u5904\u7406\u7684\u51c6\u786e\u6027\uff0c\u5e76\u6709\u52a9\u4e8e\u505a\u51fa\u66f4\u52a0\u7cbe\u786e\u7684\u8d22\u52a1\u5224\u65ad\u548c\u8ba1\u5212\u3002<\/li>\n<\/ul>\n<p><h2>\u4e8c\u3001\u6570\u636e\u5206\u6790\u4e0e\u5904\u7406\u80fd\u529b\u7684\u63d0\u5347<\/h2>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u7684\u591a\u79cd\u6570\u636e\u5206\u6790\u5e93\uff0c\u5982Pandas\u548cNumPy\uff0c\u8ba9\u8d22\u52a1\u5de5\u4f5c\u8005\u80fd\u591f\u8f7b\u677e\u5904\u7406\u548c\u5206\u6790\u5e9e\u5927\u7684\u6570\u636e\u96c6\u3002\u62e5\u6709\u8fd9\u4e9b\u6280\u80fd\uff0c\u8d22\u52a1\u4e13\u4e1a\u4eba\u5458\u53ef\u4ee5\u6df1\u5165\u4e86\u89e3\u4e1a\u52a1\u8fd0\u8425\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u4e3a\u51b3\u7b56\u63d0\u4f9b\u6709\u529b\u7684\u6570\u636e\u652f\u6301\u3002<\/p>\n<\/p>\n<ul>\n<li>\u5904\u7406\u5927\u6570\u636e\u96c6\uff1aPython\u7684Pandas\u5e93\u4e13\u4e3a\u6570\u636e\u5206\u6790\u8bbe\u8ba1\uff0c\u80fd\u591f\u9ad8\u6548\u5730\u5904\u7406\u548c\u5206\u6790\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff0c\u5e2e\u52a9\u8d22\u52a1\u4eba\u5458\u5feb\u901f\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002<\/li>\n<li>\u6570\u636e\u53ef\u89c6\u5316\uff1a\u4f7f\u7528Python\u7684Matplotlib\u6216Seaborn\u5e93\uff0c\u8d22\u52a1\u4eba\u5458\u53ef\u4ee5\u521b\u5efa\u76f4\u89c2\u4e14\u5177\u6709\u5438\u5f15\u529b\u7684\u6570\u636e\u53ef\u89c6\u5316\u56fe\u8868\uff0c\u4f7f\u6570\u636e\u6d1e\u5bdf\u66f4\u5bb9\u6613\u88ab\u7406\u89e3\u548c\u5206\u4eab\u3002<\/li>\n<\/ul>\n<p><h2>\u4e09\u3001\u673a\u5668\u5b66\u4e60\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u5e94\u7528<\/h2>\n<\/p>\n<p><p>\u5728\u8d22\u52a1\u9886\u57df\uff0c\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\uff08<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>\uff09\u7684\u5e94\u7528\u8d8a\u6765\u8d8a\u5e7f\u6cdb\uff0c\u4ece\u98ce\u9669\u7ba1\u7406\u5230\u5ba2\u6237\u670d\u52a1\u4f18\u5316\uff0c\u90fd\u5f00\u59cb\u5229\u7528\u8fd9\u4e9b\u6280\u672f\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u670d\u52a1\u3002\u638c\u63e1Python\u80fd\u8ba9\u8d22\u52a1\u5de5\u4f5c\u8005\u66f4\u5bb9\u6613\u5730\u5e94\u7528\u8fd9\u4e9b\u524d\u6cbf\u6280\u672f\u3002<\/p>\n<\/p>\n<ul>\n<li>\u98ce\u9669\u9884\u6d4b\uff1a\u5229\u7528Python\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u9879\u76ee\uff0c\u53ef\u4ee5\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u672a\u6765\u7684\u8d22\u52a1\u98ce\u9669\uff0c\u5e2e\u52a9\u516c\u53f8\u63d0\u524d\u505a\u597d\u98ce\u9669\u7ba1\u7406\u548c\u8d44\u6e90\u8c03\u914d\u3002<\/li>\n<li>\u5ba2\u6237\u884c\u4e3a\u5206\u6790\uff1aAI\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u8d22\u52a1\u5de5\u4f5c\u8005\u901a\u8fc7\u5206\u6790\u5927\u91cf\u7684\u5ba2\u6237\u6570\u636e\uff0c\u7cbe\u51c6\u9884\u6d4b\u5ba2\u6237\u884c\u4e3a\uff0c\u63d0\u9ad8\u670d\u52a1\u8d28\u91cf\uff0c\u4ece\u800c\u589e\u52a0\u5ba2\u6237\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002<\/li>\n<\/ul>\n<p><h2>\u56db\u3001\u884c\u4e1a\u7ade\u4e89\u4f18\u52bf\u7684\u52a0\u5f3a<\/h2>\n<\/p>\n<p><p>\u5f53\u4e0b\uff0c\u8d22\u52a1\u884c\u4e1a\u6b63\u5904\u4e8e\u5feb\u901f\u53d8\u5316\u4e4b\u4e2d\uff0c\u638c\u63e1Python\u7b49\u6280\u80fd\uff0c\u53ef\u4ee5\u4f7f\u8d22\u52a1\u5de5\u4f5c\u8005\u5728\u6fc0\u70c8\u7684\u884c\u4e1a\u7ade\u4e89\u4e2d\u8131\u9896\u800c\u51fa\u3002<\/p>\n<\/p>\n<ul>\n<li>\u9002\u5e94\u65b0\u5174\u804c\u4f4d\uff1a\u968f\u7740\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u65b0\u5174\u7684\u8d22\u52a1\u804c\u4f4d\u66f4\u591a\u5730\u4f9d\u8d56\u4e8e\u6570\u636e\u5206\u6790\u548c\u7f16\u7a0b\u80fd\u529b\u3002\u5b66\u4e60Python\u53ef\u4ee5\u5e2e\u52a9\u8d22\u52a1\u4e13\u4e1a\u4eba\u5458\u9002\u5e94\u8fd9\u4e9b\u53d8\u5316\uff0c\u628a\u63e1\u66f4\u591a\u804c\u4e1a\u673a\u4f1a\u3002<\/li>\n<li>\u63d0\u5347\u804c\u4e1a\u5f62\u8c61\uff1a\u638c\u63e1Python\u4e0d\u4ec5\u80fd\u63d0\u9ad8\u4e2a\u4eba\u7684\u5de5\u4f5c\u6548\u7387\u548c\u80fd\u529b\uff0c\u8fd8\u80fd\u5728\u540c\u884c\u4e2d\u5c55\u793a\u81ea\u5df1\u7684\u4e13\u4e1a\u6027\u548c\u524d\u77bb\u6027\uff0c\u589e\u52a0\u804c\u4e1a\u7ade\u4e89\u529b\u3002<\/li>\n<\/ul>\n<p><p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u5b66\u4e60Python\u5bf9\u8d22\u52a1\u5de5\u4f5c\u8005\u800c\u8a00\uff0c\u662f\u4e00\u4e2a\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3001\u589e\u5f3a\u6570\u636e\u5904\u7406\u80fd\u529b\u3001\u63a2\u7d22\u673a\u5668\u5b66\u4e60\u4e0eAI\u5e94\u7528\u3001\u4ee5\u53ca\u52a0\u5f3a\u884c\u4e1a\u7ade\u4e89\u4f18\u52bf\u7684\u6709\u6548\u9014\u5f84\u3002\u968f\u7740\u8d22\u52a1\u9886\u57df\u5bf9\u6570\u636e\u5206\u6790\u548c\u6280\u672f\u5e94\u7528\u8981\u6c42\u7684\u4e0d\u65ad\u63d0\u5347\uff0cPython\u7684\u91cd\u8981\u6027\u65e5\u76ca\u7a81\u51fa\u3002\u56e0\u6b64\uff0c\u5bf9\u4e8e\u8ffd\u6c42\u804c\u4e1a\u53d1\u5c55\u548c\u5e0c\u671b\u5728\u8d22\u52a1\u884c\u4e1a\u5360\u636e\u4e00\u5e2d\u4e4b\u5730\u7684\u4e13\u4e1a\u4eba\u58eb\u6765\u8bf4\uff0c\u6295\u8d44\u65f6\u95f4\u548c\u7cbe\u529b\u5b66\u4e60Python\uff0c\u65e0\u7591\u662f\u4e00\u4e2a\u660e\u667a\u7684\u9009\u62e9\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>Python\u662f\u5426\u5bf9\u8d22\u52a1\u5de5\u4f5c\u8005\u6709\u5e2e\u52a9\uff1f<\/strong><\/p>\n<p>Python\u5bf9\u4e8e\u8d22\u52a1\u5de5\u4f5c\u8005\u6765\u8bf4\u975e\u5e38\u6709\u5e2e\u52a9\u3002Python\u662f\u4e00\u79cd\u6613\u4e8e\u5b66\u4e60\u4e14\u529f\u80fd\u5f3a\u5927\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5b83\u53ef\u4ee5\u7528\u4e8e\u81ea\u52a8\u5316\u91cd\u590d\u4efb\u52a1\u3001\u5904\u7406\u5927\u91cf\u6570\u636e\u3001\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u5efa\u6a21\u7b49\u3002\u5bf9\u4e8e\u8d22\u52a1\u5de5\u4f5c\u8005\u800c\u8a00\uff0c\u5b66\u4e60Python\u53ef\u4ee5\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff0c\u5e76\u4e14\u4f7f\u5f97\u4ed6\u4eec\u80fd\u591f\u66f4\u597d\u5730\u5904\u7406\u8d22\u52a1\u6570\u636e\u548c\u8fdb\u884c\u8d22\u52a1\u5206\u6790\u3002<\/p>\n<p><strong>Python\u53ef\u4ee5\u5982\u4f55\u5e94\u7528\u4e8e\u8d22\u52a1\u5de5\u4f5c\uff1f<\/strong><\/p>\n<p>\u5b66\u4e60Python\u53ef\u4ee5\u5e2e\u52a9\u8d22\u52a1\u5de5\u4f5c\u8005\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u901a\u8fc7\u7f16\u5199\u811a\u672c\u548c\u51fd\u6570\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u8fc7\u7a0b\uff0c\u4ece\u800c\u8282\u7701\u5927\u91cf\u65f6\u95f4\u548c\u7cbe\u529b\u3002\u6b64\u5916\uff0cPython\u914d\u5907\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u5206\u6790\u5e93\u5982Pandas\u548cNumPy\uff0c\u53ef\u4ee5\u5e2e\u52a9\u8d22\u52a1\u5de5\u4f5c\u8005\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u3001\u6570\u636e\u53ef\u89c6\u5316\u3001\u5efa\u7acb\u9884\u6d4b\u6a21\u578b\u7b49\u5de5\u4f5c\u3002Python\u8fd8\u53ef\u4ee5\u901a\u8fc7\u4e0e\u5176\u4ed6\u8f6f\u4ef6\u548c\u6570\u636e\u5e93\u7684\u96c6\u6210\uff0c\u5b9e\u73b0\u6570\u636e\u4ea4\u4e92\u548c\u5bfc\u51fa\u3002<\/p>\n<p><strong>Python\u5bf9\u8d22\u52a1\u9886\u57df\u7684\u672a\u6765\u53d1\u5c55\u6709\u4f55\u5f71\u54cd\uff1f<\/strong><\/p>\n<p>\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6570\u636e\u7684\u53d1\u5c55\uff0cPython\u5728\u8d22\u52a1\u9886\u57df\u7684\u5e94\u7528\u524d\u666f\u5f88\u5e7f\u9614\u3002Python\u7684\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\u4f7f\u5f97\u5b83\u6210\u4e3a\u4e86\u8d22\u52a1\u5de5\u4f5c\u8005\u8fdb\u884c\u667a\u80fd\u5206\u6790\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u9996\u9009\u8bed\u8a00\u4e4b\u4e00\u3002\u5b66\u4e60Python\u53ef\u4ee5\u5e2e\u52a9\u8d22\u52a1\u5de5\u4f5c\u8005\u5728\u4e0d\u65ad\u53d8\u5316\u7684\u5e02\u573a\u73af\u5883\u4e2d\u4fdd\u6301\u7ade\u4e89\u529b\uff0c\u5e76\u4e14\u5177\u5907\u66f4\u597d\u7684\u673a\u4f1a\u9002\u5e94\u8d22\u52a1\u9886\u57df\u7684\u65b0\u6280\u672f\u53d1\u5c55\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5b66\u4e60Python\u5bf9\u8d22\u52a1\u5de5\u4f5c\u8005\u800c\u8a00\uff0c\u4e0d\u4ec5\u662f\u5fc5\u8981\u7684\uff0c\u800c\u4e14\u662f\u63a8\u8350\u7684\u3002\u7406\u7531\u5305\u62ec\uff1a\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3001\u6570\u636e\u5206\u6790\u4e0e\u5904\u7406\u80fd\u529b\u7684\u63d0\u5347 [&hellip;]","protected":false},"author":3,"featured_media":173036,"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\/173023"}],"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=173023"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/173023\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/173036"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=173023"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=173023"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=173023"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}