{"id":863,"date":"2023-04-14T12:25:01","date_gmt":"2023-11-20T07:14:01","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/index.php\/2023\/11\/30\/python%e4%b8%ad%e7%9a%84%e5%bc%95%e5%af%bc%e9%87%87%e6%a0%b7\/"},"modified":"2025-08-03T13:34:22","modified_gmt":"2025-08-03T05:34:22","slug":"python%e4%b8%ad%e7%9a%84%e5%bc%95%e5%af%bc%e9%87%87%e6%a0%b7","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/python%e4%b8%ad%e7%9a%84%e5%bc%95%e5%af%bc%e9%87%87%e6%a0%b7\/","title":{"rendered":"Python\u6570\u636e\u5206\u6790\u5fc5\u5907\uff1a\u5f15\u5bfc\u91c7\u6837\u65b9\u6cd5\u4e0e\u5b9e\u6218"},"content":{"rendered":"<p>\u8fd9\u662f\u6587\u7ae0\u300aPython\u4e2d\u7684\u5f15\u5bfc\u91c7\u6837\u300b\u7684\u7b2c1\u90e8\u5206\uff08\u51711\u90e8\u5206\uff09\u3002<\/p>\n<p>\u5185\u5bb9\u7247\u6bb5: \u8fd9\u662f\u4e00\u4e2a\u5173\u4e8ePython\u4e2d\u81ea\u52a9\u91c7\u6837\u7684\u6559\u7a0b\u3002\u5728\u672c\u6559\u7a0b\u4e2d\uff0c\u6211\u4eec\u5c06\u5b66\u4e60\u4ec0\u4e48\u662f\u81ea\u52a9\u91c7\u6837\uff0c\u7136\u540e\u770b\u770b\u5982\u4f55\u8fdb\u884c\u5b9e\u73b0\u3002<\/p>\n<p>\u8ba9\u6211\u4eec\u5f00\u59cb\u5427\u3002<\/p>\n<h2>\u4ec0\u4e48\u662fBootstrap\u62bd\u6837\uff1f<\/h2>\n<p>\u81ea\u52a9\u91c7\u6837\u65b9\u6cd5\u7684\u5b9a\u4e49\u5982\u4e0b\uff1a<\/p>\n<blockquote><p>\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c\u81ea\u52a9\u91c7\u6837\u662f\u4e00\u79cd\u65b9\u6cd5\uff0c\u5b83\u6d89\u53ca\u4ece\u6570\u636e\u6e90\u4e2d\u91cd\u590d\u62bd\u6837\u5e76\u6709\u653e\u56de\u5730\u62bd\u53d6\u6837\u672c\u6570\u636e\uff0c\u4ee5\u4f30\u8ba1\u603b\u4f53\u53c2\u6570\u3002<\/p><\/blockquote>\n<p>\u8fd9\u57fa\u672c\u4e0a\u610f\u5473\u7740\uff0c\u81ea\u52a9\u91c7\u6837\u662f\u4e00\u79cd\u6280\u672f\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u5b83\u6765\u4f30\u8ba1\u6574\u4e2a\u4eba\u53e3\u7684\u53c2\u6570\uff0c\u5982\u5747\u503c\uff0c\u800c\u65e0\u9700\u660e\u786e\u8003\u8651\u4eba\u53e3\u4e2d\u7684\u6bcf\u4e2a\u6570\u636e\u70b9\u3002<\/p>\n<p>\u4e0d\u518d\u770b\u6574\u4e2a\u4eba\u53e3\uff0c\u800c\u662f\u770b\u4ece\u4eba\u53e3\u4e2d\u62bd\u53d6\u7684\u591a\u4e2a\u76f8\u540c\u5927\u5c0f\u7684\u5b50\u96c6\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u7684\u4eba\u53e3\u89c4\u6a21\u662f1000\u4eba\u3002\u90a3\u4e48\u4e3a\u4e86\u627e\u5230\u5e73\u5747\u503c\uff0c\u4e0d\u5fc5\u8003\u8651\u5168\u90e81000\u4e2a\u6570\u636e\u9879\uff0c\u4f60\u53ef\u4ee5\u968f\u673a\u62bd\u53d650\u4e2a\u6837\u672c\uff0c\u6bcf\u4e2a\u6837\u672c\u542b\u67094\u4e2a\u6570\u636e\u9879\uff0c\u5e76\u8ba1\u7b97\u6bcf\u4e2a\u6837\u672c\u7684\u5e73\u5747\u503c\u3002\u8fd9\u6837\u4f60\u5c06\u968f\u673a\u9009\u62e9200\u4e2a\u6570\u636e\u9879\uff0850\u4e2a\u6837\u672c\u4e58\u4ee54\u4e2a\u6570\u636e\u9879\uff09\uff0c\u5e76\u8ba1\u7b97\u5176\u5e73\u5747\u503c\u3002<\/p>\n<p>\u5e02\u573a\u7814\u7a76\u4eba\u5458\u5728\u5927\u89c4\u6a21\u4eba\u53e3\u4e2d\u8fdb\u884c\u7814\u7a76\u65f6\u91c7\u7528\u4e86\u7c7b\u4f3c\u7684\u7b56\u7565\u3002<\/p>\n<h2>\u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0Bootstrap\u62bd\u6837\uff1f<\/h2>\n<p>\u73b0\u5728\u8ba9\u6211\u4eec\u6765\u770b\u770b\u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0bootstrap\u62bd\u6837\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u4f7f\u7528\u9884\u8bbe\u7684\u5747\u503c\u751f\u6210\u4e00\u4e9b\u968f\u673a\u6570\u636e\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u5c06\u4f7f\u7528Python\u4e2d\u7684NumPy\u6a21\u5757\u3002<\/p>\n<p>\u8ba9\u6211\u4eec\u9996\u5148\u5bfc\u5165\u6240\u9700\u7684\u6a21\u5757\u3002<\/p>\n<h3>1. \u5bfc\u5165\u6240\u9700\u7684\u6a21\u5757\u3002<\/h3>\n<p>\u6211\u4eec\u9700\u8981\u7684\u6a21\u5757\u6709\uff1a<\/p>\n<ul class=\"post-ul\">\n<li>NumPy<\/li>\n<li>Random<\/li>\n<\/ul>\n<p>\u8981\u5bfc\u5165\u8fd9\u4e9b\u6a21\u5757\uff0c\u8bf7\u4f7f\u7528\uff1a<\/p>\n<pre class=\"post-pre\"><code><span class=\"token keyword\">import<\/span> numpy <span class=\"token keyword\">as<\/span> np\r\n<span class=\"token keyword\">import<\/span> random\r\n<\/code><\/pre>\n<p>\u5728\u63a5\u4e0b\u6765\u7684\u6b65\u9aa4\u4e2d\uff0c\u6211\u4eec\u9700\u8981\u751f\u6210\u4e00\u4e9b\u968f\u673a\u6570\u636e\u3002\u8ba9\u6211\u4eec\u4f7f\u7528NumPy\u6a21\u5757\u6765\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\u3002<\/p>\n<h3>2. \u751f\u6210\u968f\u673a\u6570\u636e<\/h3>\n<p>\u8ba9\u6211\u4eec\u751f\u6210\u4e00\u4e2a\u5e73\u5747\u503c\u4e3a300\u3001\u5305\u542b1000\u4e2a\u6761\u76ee\u7684\u6b63\u6001\u5206\u5e03\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u7ed9\u51fa\u7684\u4ee3\u7801:<\/p>\n<pre class=\"post-pre\"><code>x <span class=\"token operator\">=<\/span> np<span class=\"token punctuation\">.<\/span>random<span class=\"token punctuation\">.<\/span>normal<span class=\"token punctuation\">(<\/span>loc<span class=\"token operator\">=<\/span> <span class=\"token number\">300.0<\/span><span class=\"token punctuation\">,<\/span> size<span class=\"token operator\">=<\/span><span class=\"token number\">1000<\/span><span class=\"token punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u8ba1\u7b97\u8fd9\u4e9b\u6570\u636e\u7684\u5e73\u5747\u503c\uff1a<\/p>\n<pre class=\"post-pre\"><code><span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span>np<span class=\"token punctuation\">.<\/span>mean<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>\u7ed3\u679c\uff1a<\/p>\n<pre class=\"post-pre\"><code>300.01293472373254\r\n<\/code><\/pre>\n<p>\u8bf7\u6ce8\u610f\uff0c\u8fd9\u662f\u603b\u4f53\u7684\u5b9e\u9645\u5e73\u5747\u503c\u3002<\/p>\n<h3>3. \u4f7f\u7528\u81ea\u52a9\u91c7\u6837\u6cd5\u4f30\u8ba1\u5e73\u5747\u503c<\/h3>\n<p>\u8ba9\u6211\u4eec\u521b\u5efa50\u4e2a\u5927\u5c0f\u4e3a4\u7684\u6837\u672c\u6765\u4f30\u8ba1\u5747\u503c\u3002<\/p>\n<p>\u505a\u8fd9\u4ef6\u4e8b\u7684\u4ee3\u7801\u662f:<\/p>\n<pre class=\"post-pre\"><code>sample_mean <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span>\r\n\r\n<span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n  y <span class=\"token operator\">=<\/span> random<span class=\"token punctuation\">.<\/span>sample<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">.<\/span>tolist<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">4<\/span><span class=\"token punctuation\">)<\/span>\r\n  avg <span class=\"token operator\">=<\/span> np<span class=\"token punctuation\">.<\/span>mean<span class=\"token punctuation\">(<\/span>y<span class=\"token punctuation\">)<\/span>\r\n  sample_mean<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>avg<span class=\"token punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>\u6837\u672c\u5747\u503c\u5217\u8868\u5c06\u5305\u542b50\u4e2a\u6837\u672c\u7684\u5747\u503c\u3002\u4e3a\u4e86\u4f30\u7b97\u603b\u4f53\u5747\u503c\uff0c\u6211\u4eec\u9700\u8981\u8ba1\u7b97\u6837\u672c\u5747\u503c\u7684\u5747\u503c\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u5b9e\u73b0\uff1a<\/p>\n<pre class=\"post-pre\"><code><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>np<span class=\"token punctuation\">.<\/span>mean<span class=\"token punctuation\">(<\/span>sample_mean<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>\u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n<pre class=\"post-pre\"><code>300.07261467146867\r\n<\/code><\/pre>\n<p>\u73b0\u5728\uff0c\u5982\u679c\u6211\u4eec\u518d\u6b21\u8fd0\u884c\u8fd9\u4e2a\u90e8\u5206\u7684\u4ee3\u7801\uff0c\u6211\u4eec\u4f1a\u5f97\u5230\u4e00\u4e2a\u4e0d\u540c\u7684\u8f93\u51fa\u3002\u8fd9\u662f\u56e0\u4e3a\u6bcf\u6b21\u8fd0\u884c\u4ee3\u7801\u65f6\uff0c\u6211\u4eec\u90fd\u4f1a\u751f\u6210\u65b0\u7684\u6837\u672c\u3002\u7136\u800c\uff0c\u6bcf\u6b21\u8f93\u51fa\u90fd\u4f1a\u63a5\u8fd1\u5b9e\u9645\u5e73\u5747\u503c\uff08300\uff09\u3002<\/p>\n<p>\u5728\u518d\u6b21\u8fd0\u884c\u672c\u8282\u4e2d\u7684\u4ee3\u7801\u540e\uff0c\u6211\u4eec\u5f97\u5230\u4e86\u4ee5\u4e0b\u8f93\u51fa\uff1a<\/p>\n<pre class=\"post-pre\"><code>299.99137705245636\r\n<\/code><\/pre>\n<p>\u518d\u6b21\u8fd0\u884c\u5b83\uff0c\u6211\u4eec\u5f97\u5230\uff1a<\/p>\n<pre class=\"post-pre\"><code>300.13411004148315\r\n<\/code><\/pre>\n<h2>\u7528Python\u5b9e\u73b0\u5f15\u5bfc\u62bd\u6837\u7684\u5b8c\u6574\u4ee3\u7801<\/h2>\n<p>\u8fd9\u662f\u672c\u6559\u7a0b\u7684\u5b8c\u6574\u4ee3\u7801\uff1a<\/p>\n<pre class=\"post-pre\"><code><span class=\"token keyword\">import<\/span> numpy <span class=\"token keyword\">as<\/span> np\r\n<span class=\"token keyword\">import<\/span> random\r\n\r\nx <span class=\"token operator\">=<\/span> np<span class=\"token punctuation\">.<\/span>random<span class=\"token punctuation\">.<\/span>normal<span class=\"token punctuation\">(<\/span>loc<span class=\"token operator\">=<\/span> <span class=\"token number\">300.0<\/span><span class=\"token punctuation\">,<\/span> size<span class=\"token operator\">=<\/span><span class=\"token number\">1000<\/span><span class=\"token punctuation\">)<\/span>\r\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>np<span class=\"token punctuation\">.<\/span>mean<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\nsample_mean <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span>\r\n<span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n  y <span class=\"token operator\">=<\/span> random<span class=\"token punctuation\">.<\/span>sample<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">.<\/span>tolist<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">4<\/span><span class=\"token punctuation\">)<\/span>\r\n  avg <span class=\"token operator\">=<\/span> np<span class=\"token punctuation\">.<\/span>mean<span class=\"token punctuation\">(<\/span>y<span class=\"token punctuation\">)<\/span>\r\n  sample_mean<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>avg<span class=\"token punctuation\">)<\/span>\r\n\r\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>np<span class=\"token punctuation\">.<\/span>mean<span class=\"token punctuation\">(<\/span>sample_mean<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\r\n<\/code><\/pre>\n<h2>\u7ed3\u8bba<\/h2>\n<p>\u672c\u6559\u7a0b\u8bb2\u89e3\u4e86\u5982\u4f55\u5728Python\u4e2d\u8fdb\u884cBootstrap\u62bd\u6837\u3002\u6211\u4eec\u5b66\u4e60\u4e86\u901a\u8fc7\u521b\u5efa\u8f83\u5c0f\u7684\u6837\u672c\u6765\u4f30\u8ba1\u603b\u4f53\u7684\u5e73\u5747\u503c\u3002\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u4e2d\uff0c\u8fd9\u975e\u5e38\u6709\u7528\uff0c\u53ef\u4ee5\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u3002\u5e0c\u671b\u4f60\u5728\u5b66\u4e60\u4e2d\u6709\u6240\u6536\u83b7\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u662f\u6587\u7ae0\u300aPython\u4e2d\u7684\u5f15\u5bfc\u91c7\u6837\u300b\u7684\u7b2c1\u90e8\u5206\uff08\u51711\u90e8\u5206\uff09\u3002 \u5185\u5bb9\u7247\u6bb5: \u8fd9\u662f\u4e00\u4e2a\u5173\u4e8ePython\u4e2d\u81ea\u52a9\u91c7\u6837\u7684 [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[2260,2258,811,809,2259],"class_list":["post-863","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-bootstrap","tag-python","tag-811","tag-809","tag-2259"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\u6570\u636e\u5206\u6790\u5fc5\u5907\uff1a\u5f15\u5bfc\u91c7\u6837\u65b9\u6cd5\u4e0e\u5b9e\u6218 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" 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