{"id":1036573,"date":"2024-12-31T12:08:09","date_gmt":"2024-12-31T04:08:09","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1036573.html"},"modified":"2024-12-31T12:08:11","modified_gmt":"2024-12-31T04:08:11","slug":"%e5%a6%82%e4%bd%95%e6%88%90%e4%b8%bapython%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e5%b8%88","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1036573.html","title":{"rendered":"\u5982\u4f55\u6210\u4e3apython\u6570\u636e\u5206\u6790\u5e08"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/48ef526a-836e-4f59-bd13-764480e77a69.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\u5982\u4f55\u6210\u4e3apython\u6570\u636e\u5206\u6790\u5e08\" \/><\/p>\n<p><p> <strong>\u5982\u4f55\u6210\u4e3aPython\u6570\u636e\u5206\u6790\u5e08<\/strong><\/p>\n<\/p>\n<p><p>\u6210\u4e3aPython\u6570\u636e\u5206\u6790\u5e08\u7684\u6838\u5fc3\u6b65\u9aa4\u5305\u62ec\uff1a<strong>\u5b66\u4e60Python\u7f16\u7a0b\u3001\u638c\u63e1\u6570\u636e\u5206\u6790\u57fa\u7840\u3001\u719f\u6089\u5e38\u7528\u6570\u636e\u5206\u6790\u5e93\u3001\u638c\u63e1\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\u3001\u5b66\u4e60\u7edf\u8ba1\u5b66\u548c<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u57fa\u7840\u3001\u8fdb\u884c\u5b9e\u9645\u9879\u76ee\u7ec3\u4e60<\/strong>\u3002\u9996\u5148\uff0c\u5b66\u4e60Python\u7f16\u7a0b\u662f\u6210\u4e3a\u6570\u636e\u5206\u6790\u5e08\u7684\u57fa\u7840\u3002Python\u662f\u4e00\u79cd\u9ad8\u6548\u4e14\u6613\u5b66\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6570\u636e\u5206\u6790\u9886\u57df\u3002\u638c\u63e1Python\u7f16\u7a0b\u5305\u62ec\u4e86\u89e3\u57fa\u672c\u8bed\u6cd5\u3001\u6570\u636e\u7ed3\u6784\u3001\u51fd\u6570\u548c\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\u7b49\u3002\u63a5\u4e0b\u6765\uff0c\u638c\u63e1\u6570\u636e\u5206\u6790\u57fa\u7840\u77e5\u8bc6\uff0c\u4e86\u89e3\u6570\u636e\u6e05\u6d17\u3001\u6570\u636e\u5904\u7406\u548c\u6570\u636e\u6316\u6398\u7684\u57fa\u672c\u6982\u5ff5\u548c\u65b9\u6cd5\u3002\u5728\u6570\u636e\u5206\u6790\u8fc7\u7a0b\u4e2d\uff0c\u5e38\u7528\u7684\u6570\u636e\u5206\u6790\u5e93\u5982Pandas\u3001NumPy\u3001SciPy\u7b49\u662f\u5fc5\u5907\u5de5\u5177\uff0c\u719f\u7ec3\u4f7f\u7528\u8fd9\u4e9b\u5e93\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\u5982Matplotlib\u3001Seaborn\u3001Plotly\u7b49\u80fd\u591f\u5e2e\u52a9\u6570\u636e\u5206\u6790\u5e08\u66f4\u76f4\u89c2\u5730\u5c55\u793a\u6570\u636e\u5206\u6790\u7ed3\u679c\u3002\u5b66\u4e60\u7edf\u8ba1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u57fa\u7840\u77e5\u8bc6\u53ef\u4ee5\u5e2e\u52a9\u6570\u636e\u5206\u6790\u5e08\u66f4\u6df1\u5165\u5730\u7406\u89e3\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u9884\u6d4b\u548c\u51b3\u7b56\u3002\u6700\u540e\uff0c\u901a\u8fc7\u5b9e\u9645\u9879\u76ee\u7ec3\u4e60\uff0c\u79ef\u7d2f\u7ecf\u9a8c\uff0c\u4e0d\u65ad\u63d0\u5347\u81ea\u5df1\u7684\u6570\u636e\u5206\u6790\u80fd\u529b\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u5b66\u4e60Python\u7f16\u7a0b<\/p>\n<\/p>\n<p><p>\u8981\u6210\u4e3aPython\u6570\u636e\u5206\u6790\u5e08\uff0c\u9996\u5148\u9700\u8981\u5b66\u4e60Python\u7f16\u7a0b\u8bed\u8a00\u3002Python\u662f\u4e00\u79cd\u9ad8\u6548\u3001\u6613\u5b66\u4e14\u529f\u80fd\u5f3a\u5927\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6570\u636e\u5206\u6790\u3001\u673a\u5668\u5b66\u4e60\u3001<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u7b49\u9886\u57df\u3002\u4ee5\u4e0b\u662f\u5b66\u4e60Python\u7f16\u7a0b\u7684\u4e00\u4e9b\u5173\u952e\u6b65\u9aa4\u548c\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b66\u4e60\u57fa\u672c\u8bed\u6cd5\u548c\u6570\u636e\u7ed3\u6784<\/li>\n<\/ol>\n<p><p>Python\u7684\u57fa\u672c\u8bed\u6cd5\u76f8\u5bf9\u7b80\u5355\uff0c\u9002\u5408\u521d\u5b66\u8005\u5feb\u901f\u4e0a\u624b\u3002\u9996\u5148\u9700\u8981\u638c\u63e1Python\u7684\u57fa\u672c\u8bed\u6cd5\uff0c\u5305\u62ec\u53d8\u91cf\u3001\u6570\u636e\u7c7b\u578b\u3001\u8fd0\u7b97\u7b26\u3001\u63a7\u5236\u7ed3\u6784\uff08\u5982\u6761\u4ef6\u8bed\u53e5\u548c\u5faa\u73af\u8bed\u53e5\uff09\u7b49\u3002\u6b64\u5916\uff0c\u8fd8\u9700\u8981\u4e86\u89e3Python\u4e2d\u7684\u57fa\u672c\u6570\u636e\u7ed3\u6784\uff0c\u5982\u5217\u8868\u3001\u5143\u7ec4\u3001\u5b57\u5178\u548c\u96c6\u5408\u7b49\u3002\u8fd9\u4e9b\u6570\u636e\u7ed3\u6784\u662f\u8fdb\u884c\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u7684\u57fa\u7840\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u638c\u63e1\u51fd\u6570\u548c\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b<\/li>\n<\/ol>\n<p><p>\u51fd\u6570\u662fPython\u7f16\u7a0b\u4e2d\u7684\u91cd\u8981\u6982\u5ff5\uff0c\u901a\u8fc7\u5b9a\u4e49\u548c\u8c03\u7528\u51fd\u6570\uff0c\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u91cd\u7528\u6027\u3002\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u4e86\u89e3\u5982\u4f55\u5b9a\u4e49\u51fd\u6570\u3001\u4f20\u9012\u53c2\u6570\u548c\u8fd4\u56de\u503c\u7b49\u3002\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\uff08OOP\uff09\u662fPython\u7684\u53e6\u4e00\u91cd\u8981\u7279\u6027\uff0c\u901a\u8fc7\u5b66\u4e60\u7c7b\u548c\u5bf9\u8c61\u7684\u6982\u5ff5\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u7ec4\u7ec7\u548c\u7ba1\u7406\u4ee3\u7801\uff0c\u63d0\u9ad8\u4ee3\u7801\u7684\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u5b9e\u8df5\u7f16\u7a0b\u6280\u5de7\u548c\u9879\u76ee<\/li>\n<\/ol>\n<p><p>\u5b66\u4e60\u7f16\u7a0b\u8bed\u8a00\u7684\u6700\u4f73\u65b9\u5f0f\u662f\u901a\u8fc7\u5b9e\u8df5\u3002\u53ef\u4ee5\u901a\u8fc7\u5728\u7ebf\u7f16\u7a0b\u5e73\u53f0\uff08\u5982LeetCode\u3001HackerRank\u7b49\uff09\u8fdb\u884c\u7f16\u7a0b\u7ec3\u4e60\uff0c\u89e3\u51b3\u5404\u79cd\u7f16\u7a0b\u95ee\u9898\u3002\u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u5c1d\u8bd5\u5b8c\u6210\u4e00\u4e9b\u5c0f\u578b\u9879\u76ee\uff0c\u5982\u6570\u636e\u6e05\u6d17\u3001\u6570\u636e\u5904\u7406\u548c\u7b80\u5355\u7684\u6570\u636e\u5206\u6790\u4efb\u52a1\uff0c\u8fd9\u6709\u52a9\u4e8e\u5de9\u56fa\u6240\u5b66\u77e5\u8bc6\uff0c\u63d0\u5347\u7f16\u7a0b\u80fd\u529b\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u638c\u63e1\u6570\u636e\u5206\u6790\u57fa\u7840<\/p>\n<\/p>\n<p><p>\u5728\u5b66\u4e60Python\u7f16\u7a0b\u7684\u57fa\u7840\u4e0a\uff0c\u638c\u63e1\u6570\u636e\u5206\u6790\u7684\u57fa\u672c\u77e5\u8bc6\u548c\u6280\u80fd\u662f\u6210\u4e3aPython\u6570\u636e\u5206\u6790\u5e08\u7684\u5173\u952e\u6b65\u9aa4\u3002\u6570\u636e\u5206\u6790\u57fa\u7840\u5305\u62ec\u6570\u636e\u6e05\u6d17\u3001\u6570\u636e\u5904\u7406\u548c\u6570\u636e\u6316\u6398\u7b49\u65b9\u9762\u7684\u5185\u5bb9\u3002<\/p>\n<\/p>\n<ol>\n<li>\u6570\u636e\u6e05\u6d17<\/li>\n<\/ol>\n<p><p>\u6570\u636e\u6e05\u6d17\u662f\u6570\u636e\u5206\u6790\u7684\u7b2c\u4e00\u6b65\uff0c\u65e8\u5728\u5904\u7406\u548c\u4fee\u6b63\u6570\u636e\u4e2d\u7684\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u548c\u91cd\u590d\u6570\u636e\u7b49\u95ee\u9898\u3002\u901a\u8fc7\u6570\u636e\u6e05\u6d17\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\u548c\u53ef\u9760\u6027\uff0c\u4e3a\u540e\u7eed\u7684\u6570\u636e\u5206\u6790\u6253\u4e0b\u826f\u597d\u7684\u57fa\u7840\u3002\u5e38\u7528\u7684\u6570\u636e\u6e05\u6d17\u65b9\u6cd5\u5305\u62ec\u586b\u5145\u7f3a\u5931\u503c\u3001\u5220\u9664\u91cd\u590d\u6570\u636e\u3001\u5904\u7406\u5f02\u5e38\u503c\u7b49\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u6570\u636e\u5904\u7406<\/li>\n<\/ol>\n<p><p>\u6570\u636e\u5904\u7406\u662f\u6570\u636e\u5206\u6790\u7684\u91cd\u8981\u73af\u8282\uff0c\u6d89\u53ca\u5bf9\u6570\u636e\u8fdb\u884c\u6574\u7406\u3001\u8f6c\u6362\u548c\u805a\u5408\u7b49\u64cd\u4f5c\u3002\u6570\u636e\u5904\u7406\u7684\u76ee\u7684\u662f\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u6362\u4e3a\u9002\u5408\u5206\u6790\u548c\u5efa\u6a21\u7684\u683c\u5f0f\u3002\u5e38\u89c1\u7684\u6570\u636e\u5904\u7406\u64cd\u4f5c\u5305\u62ec\u6570\u636e\u7b5b\u9009\u3001\u6570\u636e\u5206\u7ec4\u3001\u6570\u636e\u900f\u89c6\u8868\u3001\u6570\u636e\u5408\u5e76\u7b49\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u6570\u636e\u6316\u6398<\/li>\n<\/ol>\n<p><p>\u6570\u636e\u6316\u6398\u662f\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u4fe1\u606f\u548c\u77e5\u8bc6\u7684\u8fc7\u7a0b\uff0c\u6d89\u53ca\u6570\u636e\u63a2\u7d22\u3001\u6570\u636e\u5efa\u6a21\u548c\u6570\u636e\u8bc4\u4f30\u7b49\u73af\u8282\u3002\u901a\u8fc7\u6570\u636e\u6316\u6398\uff0c\u53ef\u4ee5\u53d1\u73b0\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u548c\u89c4\u5f8b\uff0c\u5e2e\u52a9\u51b3\u7b56\u548c\u9884\u6d4b\u3002\u5e38\u7528\u7684\u6570\u636e\u6316\u6398\u65b9\u6cd5\u5305\u62ec\u5173\u8054\u89c4\u5219\u6316\u6398\u3001\u805a\u7c7b\u5206\u6790\u3001\u5206\u7c7b\u5206\u6790\u7b49\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u719f\u6089\u5e38\u7528\u6570\u636e\u5206\u6790\u5e93<\/p>\n<\/p>\n<p><p>Python\u4e2d\u6709\u8bb8\u591a\u5f3a\u5927\u4e14\u6d41\u884c\u7684\u6570\u636e\u5206\u6790\u5e93\uff0c\u8fd9\u4e9b\u5e93\u53ef\u4ee5\u5e2e\u52a9\u6570\u636e\u5206\u6790\u5e08\u9ad8\u6548\u5730\u8fdb\u884c\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002\u4ee5\u4e0b\u662f\u51e0\u79cd\u5e38\u7528\u7684\u6570\u636e\u5206\u6790\u5e93\uff1a<\/p>\n<\/p>\n<ol>\n<li>Pandas<\/li>\n<\/ol>\n<p><p>Pandas\u662fPython\u4e2d\u6700\u5e38\u7528\u7684\u6570\u636e\u5206\u6790\u5e93\u4e4b\u4e00\uff0c\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5de5\u5177\u3002Pandas\u7684\u6838\u5fc3\u6570\u636e\u7ed3\u6784\u662fDataFrame\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6570\u636e\u7684\u8bfb\u53d6\u3001\u6e05\u6d17\u3001\u5904\u7406\u548c\u5206\u6790\u3002\u901a\u8fc7Pandas\uff0c\u53ef\u4ee5\u8f7b\u677e\u8fdb\u884c\u6570\u636e\u7b5b\u9009\u3001\u6570\u636e\u5206\u7ec4\u3001\u6570\u636e\u900f\u89c6\u8868\u3001\u6570\u636e\u5408\u5e76\u7b49\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>NumPy<\/li>\n<\/ol>\n<p><p>NumPy\u662fPython\u4e2d\u7684\u4e00\u4e2a\u79d1\u5b66\u8ba1\u7b97\u5e93\uff0c\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u591a\u7ef4\u6570\u7ec4\u5bf9\u8c61\u548c\u4e30\u5bcc\u7684\u6570\u5b66\u51fd\u6570\u3002NumPy\u7684\u6570\u7ec4\u5bf9\u8c61\uff08ndarray\uff09\u53ef\u4ee5\u8fdb\u884c\u5feb\u901f\u7684\u6570\u7ec4\u8fd0\u7b97\u548c\u77e9\u9635\u8fd0\u7b97\uff0c\u662f\u8fdb\u884c\u6570\u503c\u8ba1\u7b97\u548c\u6570\u636e\u5904\u7406\u7684\u91cd\u8981\u5de5\u5177\u3002\u5728\u6570\u636e\u5206\u6790\u4e2d\uff0cNumPy\u5e38\u7528\u4e8e\u6570\u636e\u7684\u9884\u5904\u7406\u548c\u6570\u503c\u8ba1\u7b97\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>SciPy<\/li>\n<\/ol>\n<p><p>SciPy\u662f\u57fa\u4e8eNumPy\u7684\u4e00\u4e2a\u79d1\u5b66\u8ba1\u7b97\u5e93\uff0c\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u6570\u5b66\u51fd\u6570\u548c\u7b97\u6cd5\uff0c\u5982\u4f18\u5316\u3001\u63d2\u503c\u3001\u79ef\u5206\u3001\u7ebf\u6027\u4ee3\u6570\u7b49\u3002SciPy\u5728\u79d1\u5b66\u8ba1\u7b97\u548c\u5de5\u7a0b\u8ba1\u7b97\u4e2d\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6570\u636e\u5206\u6790\u5e08\u89e3\u51b3\u590d\u6742\u7684\u6570\u5b66\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u638c\u63e1\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177<\/p>\n<\/p>\n<p><p>\u6570\u636e\u53ef\u89c6\u5316\u662f\u6570\u636e\u5206\u6790\u7684\u91cd\u8981\u73af\u8282\uff0c\u901a\u8fc7\u56fe\u5f62\u5316\u7684\u65b9\u5f0f\u5c55\u793a\u6570\u636e\uff0c\u53ef\u4ee5\u66f4\u76f4\u89c2\u5730\u7406\u89e3\u548c\u89e3\u91ca\u6570\u636e\u3002\u4ee5\u4e0b\u662f\u51e0\u79cd\u5e38\u7528\u7684\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\uff1a<\/p>\n<\/p>\n<ol>\n<li>Matplotlib<\/li>\n<\/ol>\n<p><p>Matplotlib\u662fPython\u4e2d\u6700\u5e38\u7528\u7684\u6570\u636e\u53ef\u89c6\u5316\u5e93\u4e4b\u4e00\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u7ed8\u56fe\u529f\u80fd\uff0c\u53ef\u4ee5\u751f\u6210\u5404\u79cd\u7c7b\u578b\u7684\u56fe\u8868\uff0c\u5982\u6298\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u3001\u6563\u70b9\u56fe\u3001\u997c\u56fe\u7b49\u3002Matplotlib\u7684API\u7075\u6d3b\u4e14\u6613\u7528\uff0c\u53ef\u4ee5\u81ea\u5b9a\u4e49\u56fe\u8868\u7684\u6837\u5f0f\u3001\u989c\u8272\u3001\u6807\u7b7e\u7b49\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>Seaborn<\/li>\n<\/ol>\n<p><p>Seaborn\u662f\u57fa\u4e8eMatplotlib\u7684\u4e00\u4e2a\u9ad8\u7ea7\u6570\u636e\u53ef\u89c6\u5316\u5e93\uff0c\u63d0\u4f9b\u4e86\u66f4\u7b80\u6d01\u548c\u7f8e\u89c2\u7684\u7ed8\u56fe\u63a5\u53e3\u3002Seaborn\u64c5\u957f\u7ed8\u5236\u7edf\u8ba1\u56fe\u8868\uff0c\u5982\u7bb1\u7ebf\u56fe\u3001\u70ed\u529b\u56fe\u3001\u5206\u5e03\u56fe\u7b49\uff0c\u7279\u522b\u9002\u5408\u8fdb\u884c\u6570\u636e\u7684\u63a2\u7d22\u6027\u5206\u6790\u548c\u7edf\u8ba1\u5206\u6790\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>Plotly<\/li>\n<\/ol>\n<p><p>Plotly\u662f\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u6570\u636e\u53ef\u89c6\u5316\u5e93\uff0c\u53ef\u4ee5\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u4ea4\u4e92\u5f0f\u56fe\u8868\uff0c\u5982\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u3001\u6563\u70b9\u56fe\u3001\u5730\u56fe\u7b49\u3002\u901a\u8fc7Plotly\uff0c\u53ef\u4ee5\u521b\u5efa\u52a8\u6001\u548c\u4ea4\u4e92\u6027\u5f3a\u7684\u56fe\u8868\uff0c\u9002\u5408\u7528\u4e8e\u6570\u636e\u62a5\u544a\u548c\u5c55\u793a\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u5b66\u4e60\u7edf\u8ba1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u57fa\u7840<\/p>\n<\/p>\n<p><p>\u7edf\u8ba1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u662f\u6570\u636e\u5206\u6790\u7684\u91cd\u8981\u7406\u8bba\u57fa\u7840\uff0c\u901a\u8fc7\u5b66\u4e60\u8fd9\u4e9b\u77e5\u8bc6\uff0c\u53ef\u4ee5\u66f4\u6df1\u5165\u5730\u7406\u89e3\u6570\u636e\uff0c\u8fdb\u884c\u9884\u6d4b\u548c\u51b3\u7b56\u3002<\/p>\n<\/p>\n<ol>\n<li>\u7edf\u8ba1\u5b66\u57fa\u7840<\/li>\n<\/ol>\n<p><p>\u7edf\u8ba1\u5b66\u662f\u7814\u7a76\u6570\u636e\u6536\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u548c\u89e3\u91ca\u7684\u4e00\u95e8\u5b66\u79d1\uff0c\u5728\u6570\u636e\u5206\u6790\u4e2d\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u5b66\u4e60\u7edf\u8ba1\u5b66\u57fa\u7840\u5305\u62ec\u4e86\u89e3\u63cf\u8ff0\u6027\u7edf\u8ba1\u3001\u63a8\u65ad\u7edf\u8ba1\u3001\u5047\u8bbe\u68c0\u9a8c\u3001\u56de\u5f52\u5206\u6790\u7b49\u5185\u5bb9\u3002\u901a\u8fc7\u7edf\u8ba1\u5b66\uff0c\u53ef\u4ee5\u8fdb\u884c\u6570\u636e\u7684\u63cf\u8ff0\u3001\u6bd4\u8f83\u548c\u9884\u6d4b\uff0c\u5e2e\u52a9\u51b3\u7b56\u548c\u5206\u6790\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u673a\u5668\u5b66\u4e60\u57fa\u7840<\/li>\n<\/ol>\n<p><p>\u673a\u5668\u5b66\u4e60\u662f\u4eba\u5de5\u667a\u80fd\u7684\u91cd\u8981\u5206\u652f\uff0c\u901a\u8fc7\u5b66\u4e60\u7b97\u6cd5\u548c\u6a21\u578b\uff0c\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u89c4\u5f8b\uff0c\u8fdb\u884c\u9884\u6d4b\u548c\u51b3\u7b56\u3002\u5b66\u4e60\u673a\u5668\u5b66\u4e60\u57fa\u7840\u5305\u62ec\u4e86\u89e3\u76d1\u7763\u5b66\u4e60\u3001\u65e0\u76d1\u7763\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u7b49\u5185\u5bb9\uff0c\u638c\u63e1\u5e38\u7528\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5982\u7ebf\u6027\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001\u652f\u6301\u5411\u91cf\u673a\u3001K-means\u805a\u7c7b\u7b49\u3002\u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff0c\u53ef\u4ee5\u8fdb\u884c\u6570\u636e\u7684\u5206\u7c7b\u3001\u56de\u5f52\u3001\u805a\u7c7b\u548c\u964d\u7ef4\u7b49\u64cd\u4f5c\uff0c\u63d0\u5347\u6570\u636e\u5206\u6790\u7684\u6df1\u5ea6\u548c\u5e7f\u5ea6\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001\u8fdb\u884c\u5b9e\u9645\u9879\u76ee\u7ec3\u4e60<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u5b9e\u9645\u9879\u76ee\u7ec3\u4e60\uff0c\u53ef\u4ee5\u79ef\u7d2f\u7ecf\u9a8c\uff0c\u63d0\u5347\u6570\u636e\u5206\u6790\u80fd\u529b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5b9e\u9645\u9879\u76ee\u7ec3\u4e60\u7684\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u6570\u636e\u96c6\u9009\u62e9<\/li>\n<\/ol>\n<p><p>\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u96c6\u8fdb\u884c\u7ec3\u4e60\uff0c\u53ef\u4ee5\u4eceKaggle\u3001UCI\u7b49\u516c\u5f00\u6570\u636e\u96c6\u5e73\u53f0\u83b7\u53d6\u6570\u636e\u96c6\u3002\u8fd9\u4e9b\u6570\u636e\u96c6\u6db5\u76d6\u4e86\u5404\u4e2a\u9886\u57df\uff0c\u5982\u91d1\u878d\u3001\u533b\u7597\u3001\u96f6\u552e\u7b49\uff0c\u53ef\u4ee5\u9009\u62e9\u4e0e\u81ea\u5df1\u5174\u8da3\u548c\u804c\u4e1a\u76ee\u6807\u76f8\u5173\u7684\u6570\u636e\u96c6\u8fdb\u884c\u7ec3\u4e60\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u9879\u76ee\u6d41\u7a0b<\/li>\n<\/ol>\n<p><p>\u5728\u8fdb\u884c\u5b9e\u9645\u9879\u76ee\u7ec3\u4e60\u65f6\uff0c\u53ef\u4ee5\u6309\u7167\u4ee5\u4e0b\u6d41\u7a0b\u8fdb\u884c\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u6570\u636e\u6536\u96c6\u548c\u8bfb\u53d6\uff1a\u4ece\u6570\u636e\u6e90\u83b7\u53d6\u6570\u636e\uff0c\u5e76\u4f7f\u7528Pandas\u7b49\u5de5\u5177\u8bfb\u53d6\u6570\u636e\u3002<\/li>\n<li>\u6570\u636e\u6e05\u6d17\u548c\u5904\u7406\uff1a\u5904\u7406\u6570\u636e\u4e2d\u7684\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u548c\u91cd\u590d\u6570\u636e\uff0c\u8fdb\u884c\u6570\u636e\u8f6c\u6362\u548c\u6574\u7406\u3002<\/li>\n<li>\u6570\u636e\u63a2\u7d22\u548c\u53ef\u89c6\u5316\uff1a\u901a\u8fc7\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\u8fdb\u884c\u6570\u636e\u63a2\u7d22\uff0c\u4e86\u89e3\u6570\u636e\u7684\u5206\u5e03\u548c\u7279\u5f81\u3002<\/li>\n<li>\u6570\u636e\u5efa\u6a21\u548c\u8bc4\u4f30\uff1a\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u548c\u7b97\u6cd5\u8fdb\u884c\u6570\u636e\u5efa\u6a21\uff0c\u5e76\u8fdb\u884c\u6a21\u578b\u8bc4\u4f30\u548c\u4f18\u5316\u3002<\/li>\n<li>\u6570\u636e\u62a5\u544a\u548c\u5c55\u793a\uff1a\u64b0\u5199\u6570\u636e\u5206\u6790\u62a5\u544a\uff0c\u901a\u8fc7\u56fe\u8868\u548c\u6587\u5b57\u5c55\u793a\u6570\u636e\u5206\u6790\u7ed3\u679c\uff0c\u63d0\u4f9b\u51b3\u7b56\u652f\u6301\u3002<\/li>\n<\/ul>\n<ol start=\"3\">\n<li>\u9879\u76ee\u5b9e\u8df5<\/li>\n<\/ol>\n<p><p>\u901a\u8fc7\u53c2\u4e0e\u5b9e\u9645\u9879\u76ee\u5b9e\u8df5\uff0c\u53ef\u4ee5\u79ef\u7d2f\u7ecf\u9a8c\uff0c\u63d0\u9ad8\u6570\u636e\u5206\u6790\u80fd\u529b\u3002\u53ef\u4ee5\u9009\u62e9\u4e00\u4e9b\u516c\u5f00\u7684\u6570\u636e\u5206\u6790\u7ade\u8d5b\uff08\u5982Kaggle\u7ade\u8d5b\uff09\u8fdb\u884c\u53c2\u4e0e\uff0c\u6216\u8005\u5c1d\u8bd5\u89e3\u51b3\u5b9e\u9645\u5de5\u4f5c\u4e2d\u7684\u6570\u636e\u5206\u6790\u95ee\u9898\u3002\u901a\u8fc7\u9879\u76ee\u5b9e\u8df5\uff0c\u53ef\u4ee5\u4e0d\u65ad\u63d0\u5347\u81ea\u5df1\u7684\u6280\u80fd\u548c\u7ecf\u9a8c\uff0c\u4e3a\u6210\u4e3a\u4f18\u79c0\u7684\u6570\u636e\u5206\u6790\u5e08\u6253\u4e0b\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/p>\n<\/p>\n<p><p>\u4e03\u3001\u6301\u7eed\u5b66\u4e60\u548c\u63d0\u5347<\/p>\n<\/p>\n<p><p>\u6570\u636e\u5206\u6790\u9886\u57df\u4e0d\u65ad\u53d1\u5c55\u548c\u53d8\u5316\uff0c\u4f5c\u4e3a\u6570\u636e\u5206\u6790\u5e08\uff0c\u9700\u8981\u6301\u7eed\u5b66\u4e60\u548c\u63d0\u5347\u81ea\u5df1\u7684\u6280\u80fd\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6301\u7eed\u5b66\u4e60\u548c\u63d0\u5347\u7684\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b66\u4e60\u65b0\u6280\u672f\u548c\u5de5\u5177<\/li>\n<\/ol>\n<p><p>\u6570\u636e\u5206\u6790\u9886\u57df\u4e0d\u65ad\u6d8c\u73b0\u51fa\u65b0\u7684\u6280\u672f\u548c\u5de5\u5177\uff0c\u4f5c\u4e3a\u6570\u636e\u5206\u6790\u5e08\uff0c\u9700\u8981\u4fdd\u6301\u5bf9\u65b0\u6280\u672f\u548c\u5de5\u5177\u7684\u5173\u6ce8\u548c\u5b66\u4e60\u3002\u53ef\u4ee5\u901a\u8fc7\u9605\u8bfb\u6280\u672f\u535a\u5ba2\u3001\u53c2\u52a0\u6280\u672f\u4f1a\u8bae\u548c\u7814\u8ba8\u4f1a\u3001\u53c2\u4e0e\u5728\u7ebf\u8bfe\u7a0b\u548c\u57f9\u8bad\u7b49\u65b9\u5f0f\uff0c\u5b66\u4e60\u548c\u638c\u63e1\u65b0\u7684\u6280\u672f\u548c\u5de5\u5177\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u53c2\u4e0e\u793e\u533a\u548c\u4ea4\u6d41<\/li>\n<\/ol>\n<p><p>\u53c2\u4e0e\u6570\u636e\u5206\u6790\u793e\u533a\u548c\u884c\u4e1a\u4ea4\u6d41\uff0c\u53ef\u4ee5\u4e0e\u5176\u4ed6\u6570\u636e\u5206\u6790\u5e08\u5206\u4eab\u7ecf\u9a8c\u548c\u89c1\u89e3\uff0c\u83b7\u53d6\u6700\u65b0\u7684\u884c\u4e1a\u52a8\u6001\u548c\u6280\u672f\u8d8b\u52bf\u3002\u53ef\u4ee5\u52a0\u5165\u4e00\u4e9b\u6570\u636e\u5206\u6790\u76f8\u5173\u7684\u793e\u533a\u548c\u8bba\u575b\uff0c\u5982Kaggle\u793e\u533a\u3001Stack Overflow\u7b49\uff0c\u53c2\u4e0e\u8ba8\u8bba\u548c\u4ea4\u6d41\uff0c\u62d3\u5bbd\u81ea\u5df1\u7684\u89c6\u91ce\u548c\u4eba\u8109\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u5b9e\u8df5\u548c\u9879\u76ee\u79ef\u7d2f<\/li>\n<\/ol>\n<p><p>\u901a\u8fc7\u4e0d\u65ad\u7684\u5b9e\u8df5\u548c\u9879\u76ee\u79ef\u7d2f\uff0c\u53ef\u4ee5\u63d0\u5347\u81ea\u5df1\u7684\u6570\u636e\u5206\u6790\u80fd\u529b\u548c\u7ecf\u9a8c\u3002\u53ef\u4ee5\u9009\u62e9\u4e00\u4e9b\u5b9e\u9645\u5de5\u4f5c\u4e2d\u7684\u6570\u636e\u5206\u6790\u9879\u76ee\uff0c\u6216\u8005\u53c2\u4e0e\u4e00\u4e9b\u6570\u636e\u5206\u6790\u7ade\u8d5b\u548c\u6311\u6218\uff0c\u79ef\u7d2f\u9879\u76ee\u7ecf\u9a8c\uff0c\u63d0\u5347\u81ea\u5df1\u7684\u89e3\u51b3\u95ee\u9898\u80fd\u529b\u548c\u521b\u65b0\u80fd\u529b\u3002<\/p>\n<\/p>\n<ol start=\"4\">\n<li>\u5173\u6ce8\u884c\u4e1a\u52a8\u6001\u548c\u8d8b\u52bf<\/li>\n<\/ol>\n<p><p>\u6570\u636e\u5206\u6790\u9886\u57df\u7684\u53d1\u5c55\u548c\u53d8\u5316\u975e\u5e38\u8fc5\u901f\uff0c\u4f5c\u4e3a\u6570\u636e\u5206\u6790\u5e08\uff0c\u9700\u8981\u5173\u6ce8\u884c\u4e1a\u52a8\u6001\u548c\u8d8b\u52bf\uff0c\u4e86\u89e3\u6700\u65b0\u7684\u6280\u672f\u548c\u5e94\u7528\u3002\u53ef\u4ee5\u901a\u8fc7\u9605\u8bfb\u884c\u4e1a\u62a5\u544a\u3001\u5173\u6ce8\u6280\u672f\u535a\u5ba2\u548c\u5a92\u4f53\u3001\u53c2\u52a0\u884c\u4e1a\u4f1a\u8bae\u548c\u8bba\u575b\u7b49\u65b9\u5f0f\uff0c\u83b7\u53d6\u6700\u65b0\u7684\u884c\u4e1a\u4fe1\u606f\uff0c\u4fdd\u6301\u81ea\u5df1\u7684\u7ade\u4e89\u529b\u3002<\/p>\n<\/p>\n<p><p>\u516b\u3001\u804c\u4e1a\u53d1\u5c55\u548c\u89c4\u5212<\/p>\n<\/p>\n<p><p>\u6210\u4e3aPython\u6570\u636e\u5206\u6790\u5e08\u53ea\u662f\u804c\u4e1a\u53d1\u5c55\u7684\u8d77\u70b9\uff0c\u968f\u7740\u7ecf\u9a8c\u548c\u6280\u80fd\u7684\u63d0\u5347\uff0c\u53ef\u4ee5\u4e0d\u65ad\u62d3\u5c55\u81ea\u5df1\u7684\u804c\u4e1a\u8def\u5f84\u548c\u53d1\u5c55\u65b9\u5411\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u804c\u4e1a\u53d1\u5c55\u548c\u89c4\u5212\u7684\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u804c\u4e1a\u5b9a\u4f4d\u548c\u76ee\u6807<\/li>\n<\/ol>\n<p><p>\u5728\u804c\u4e1a\u53d1\u5c55\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u660e\u786e\u81ea\u5df1\u7684\u804c\u4e1a\u5b9a\u4f4d\u548c\u76ee\u6807\u3002\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u5174\u8da3\u548c\u80fd\u529b\uff0c\u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684\u804c\u4e1a\u65b9\u5411\uff0c\u5982\u6570\u636e\u5206\u6790\u5e08\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u7b49\u3002\u660e\u786e\u804c\u4e1a\u76ee\u6807\u540e\uff0c\u53ef\u4ee5\u5236\u5b9a\u76f8\u5e94\u7684\u5b66\u4e60\u548c\u63d0\u5347\u8ba1\u5212\uff0c\u4e0d\u65ad\u671d\u7740\u76ee\u6807\u52aa\u529b\u3002<\/p>\n<\/p>\n<ol 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