{"id":141605,"date":"2024-04-29T12:12:30","date_gmt":"2024-04-29T04:12:30","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/141605.html"},"modified":"2024-04-29T12:12:33","modified_gmt":"2024-04-29T04:12:33","slug":"python%e5%a4%a7%e6%95%b0%e6%8d%ae%e6%98%af%e4%bb%80%e4%b9%88","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/141605.html","title":{"rendered":"python\u5927\u6570\u636e\u662f\u4ec0\u4e48"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25112529\/05c14467-2dcd-4f89-9a02-854c0ceeec74.webp\" alt=\"python\u5927\u6570\u636e\u662f\u4ec0\u4e48\" 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href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u7b49\u6280\u672f\u624b\u6bb5\uff0c\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u7528\u4fe1\u606f\u548c\u89c1\u89e3\u3002Python\u7684SciKit-Learn\u3001StatsModels\u7b49\u5e93\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u5206\u6790\u5de5\u5177\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>SciKit-Learn<\/strong>\u662fPython\u4e2d\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u4e3b\u8981\u5e93\u4e4b\u4e00\uff0c\u5b83\u652f\u6301\u5305\u62ec\u5206\u7c7b\u3001\u56de\u5f52\u3001\u805a\u7c7b\u7b49\u591a\u79cd\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u975e\u5e38\u9002\u5408\u8fdb\u884c\u6570\u636e\u9884\u6d4b\u548c\u6a21\u5f0f\u8bc6\u522b\u3002<\/li>\n<li><strong>StatsModels<\/strong>\u5219\u4fa7\u91cd\u4e8e\u7edf\u8ba1\u6a21\u578b\u548c\u5047\u8bbe\u6d4b\u8bd5\uff0c\u662f\u8fdb\u884c\u7edf\u8ba1\u6570\u636e\u5206\u6790\u548c\u7ecf\u6d4e\u6570\u636e\u5efa\u6a21\u7684\u6709\u529b\u5de5\u5177\u3002<\/li>\n<\/ul>\n<p><h3>\u56db\u3001\u6570\u636e\u53ef\u89c6\u5316<\/h3>\n<\/p>\n<p><p>\u6570\u636e\u53ef\u89c6\u5316\u662f\u5c06\u5206\u6790\u7ed3\u679c\u4ee5\u56fe\u5f62\u7684\u5f62\u5f0f\u5c55\u73b0\u51fa\u6765\uff0c\u4ee5\u4fbf\u66f4\u76f4\u89c2\u5730\u7406\u89e3\u6570\u636e\u3002Python\u63d0\u4f9b\u4e86Matplotlib\u3001Seaborn\u3001Plotly\u7b49\u5f3a\u5927\u7684\u53ef\u89c6\u5316\u5e93\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>Matplotlib<\/strong>\u662f\u6700\u57fa\u672c\u7684\u53ef\u89c6\u5316\u5e93\uff0c\u652f\u6301\u591a\u79cd\u9759\u6001\u3001\u4ea4\u4e91\u548c\u52a8\u6001\u56fe\u8868\u7684\u751f\u6210\uff0c\u662f\u8bb8\u591a\u5176\u4ed6\u53ef\u89c6\u5316\u5e93\u7684\u5e95\u5c42\u57fa\u7840\u3002<\/li>\n<li><strong>Seaborn<\/strong>\u5219\u662f\u57fa\u4e8eMatplotlib\u4e4b\u4e0a\u7684\uff0c\u5b83\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7ea7\u7684\u63a5\u53e3\u548c\u66f4\u7f8e\u89c2\u7684\u9ed8\u8ba4\u56fe\u8868\u8bbe\u8ba1\uff0c\u5c24\u5176\u64c5\u957f\u7edf\u8ba1\u56fe\u5f62\u7684\u7ed8\u5236\u3002<\/li>\n<\/ul>\n<p><p>Python\u5927\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\uff0c\u6e90\u81ea\u4e8e\u5176\u5e9e\u5927\u7684\u751f\u6001\u7cfb\u7edf\u4e2d\u8fd9\u4e9b\u5f3a\u5927\u7684\u5e93\u548c\u6846\u67b6\u3002\u8fd9\u4e9b\u5de5\u5177\u4e0d\u4ec5\u4f7f\u5f97\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u53d8\u5f97\u53ef\u884c\uff0c\u540c\u65f6\u4e5f\u6781\u5927\u5730\u63d0\u5347\u4e86\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u6548\u7387\uff0c\u8ba9\u5206\u6790\u5e08\u80fd\u591f\u66f4\u5feb\u5730\u4ece\u6570\u636e\u4e2d\u6d1e\u5bdf\u5230\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. Python\u5927\u6570\u636e\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u6709\u54ea\u4e9b\u573a\u666f\uff1f<\/strong><\/p>\n<p>Python\u5927\u6570\u636e\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u6709\u5f88\u591a\u573a\u666f\uff0c\u5176\u4e2d\u5305\u62ec\u6570\u636e\u5206\u6790\u3001\u6570\u636e\u6316\u6398\u3001\u673a\u5668\u5b66\u4e60\u3001<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u7b49\u3002\u901a\u8fc7Python\u7684\u5f3a\u5927\u6570\u636e\u5904\u7406\u80fd\u529b\u548c\u5404\u79cd\u5e93\u7684\u652f\u6301\uff0c\u53ef\u4ee5\u5bf9\u5927\u91cf\u7684\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u4ece\u800c\u5e2e\u52a9\u51b3\u7b56\u8005\u505a\u51fa\u66f4\u51c6\u786e\u7684\u51b3\u7b56\uff0c\u63d0\u9ad8\u4f01\u4e1a\u7684\u7ade\u4e89\u529b\u3002<\/p>\n<p><strong>2. \u5982\u4f55\u901a\u8fc7Python\u5904\u7406\u5927\u6570\u636e\uff1f<\/strong><\/p>\n<p>\u5904\u7406\u5927\u6570\u636e\u901a\u5e38\u9700\u8981\u4f7f\u7528\u5e76\u884c\u8ba1\u7b97\u3001\u5206\u5e03\u5f0f\u5b58\u50a8\u548c\u5206\u5e03\u5f0f\u8ba1\u7b97\u7b49\u6280\u672f\uff0c\u800cPython\u53ef\u4ee5\u901a\u8fc7\u8bf8\u5982Spark\u3001Hadoop\u7b49\u5927\u6570\u636e\u5904\u7406\u6846\u67b6\u6765\u5b8c\u6210\u3002\u8fd9\u4e9b\u6846\u67b6\u53ef\u4ee5\u5728\u96c6\u7fa4\u4e2d\u5206\u5e03\u5f0f\u5730\u5904\u7406\u6570\u636e\uff0c\u5b9e\u73b0\u9ad8\u6548\u7684\u5927\u6570\u636e\u5904\u7406\u3002<\/p>\n<p><strong>3. \u4f7f\u7528Python\u8fdb\u884c\u5927\u6570\u636e\u5206\u6790\u65f6\u9700\u8981\u7528\u5230\u54ea\u4e9b\u5e93\uff1f<\/strong><\/p>\n<p>Python\u6709\u5f88\u591a\u4f18\u79c0\u7684\u5e93\u53ef\u4ee5\u7528\u4e8e\u5927\u6570\u636e\u5206\u6790\uff0c\u5176\u4e2d\u5305\u62ecPandas\u3001NumPy\u3001Scikit-learn\u3001Matplotlib\u7b49\u3002Pandas\u5e93\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u6570\u636e\u7ed3\u6784\u548c\u6570\u636e\u5206\u6790\u5de5\u5177\uff0cNumPy\u662fPython\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u5e93\uff0c\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u6570\u5b66\u51fd\u6570\u548c\u6570\u7ec4\u64cd\u4f5c\u529f\u80fd\uff0cScikit-learn\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u5e93\uff0cMatplotlib\u53ef\u4ee5\u7528\u4e8e\u7ed8\u5236\u6570\u636e\u53ef\u89c6\u5316\u56fe\u8868\u3002\u4f7f\u7528\u8fd9\u4e9b\u5e93\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u65b9\u4fbf\u5730\u8fdb\u884c\u5927\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5927\u6570\u636e\u662f\u6307\u4f7f\u7528Python\u7f16\u7a0b\u8bed\u8a00\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u96c6\u7684\u6536\u96c6\u3001\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u4e00\u7cfb\u5217\u6280\u672f\u548c\u65b9\u6cd5\u3002\u4e3b [&hellip;]","protected":false},"author":3,"featured_media":141607,"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\/141605"}],"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=141605"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/141605\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/141607"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=141605"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=141605"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=141605"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}