{"id":2362,"date":"2023-07-22T14:52:06","date_gmt":"2023-07-22T14:52:06","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e7%b1%bb%e5%9e%8b%e9%94%99%e8%af%af%e6%97%a0%e6%b3%95%e4%bd%bf%e7%94%a8%e7%81%b5%e6%b4%bb%e7%b1%bb%e5%9e%8b%e8%bf%9b%e8%a1%8c%e5%bd%92%e7%ba%a6\/"},"modified":"2023-07-22T14:52:06","modified_gmt":"2023-07-22T14:52:06","slug":"%e7%b1%bb%e5%9e%8b%e9%94%99%e8%af%af%e6%97%a0%e6%b3%95%e4%bd%bf%e7%94%a8%e7%81%b5%e6%b4%bb%e7%b1%bb%e5%9e%8b%e8%bf%9b%e8%a1%8c%e5%bd%92%e7%ba%a6","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e7%b1%bb%e5%9e%8b%e9%94%99%e8%af%af%e6%97%a0%e6%b3%95%e4%bd%bf%e7%94%a8%e7%81%b5%e6%b4%bb%e7%b1%bb%e5%9e%8b%e8%bf%9b%e8%a1%8c%e5%bd%92%e7%ba%a6\/","title":{"rendered":"\u5982\u4f55\u4fee\u590d\uff1a\u7c7b\u578b\u9519\u8bef\uff1a\u65e0\u6cd5\u4f7f\u7528\u7075\u6d3b\u7c7b\u578b\u51cf\u5c11"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u4f7f\u7528Python\u65f6\u53ef\u80fd\u4f1a\u9047\u5230\u7684\u9519\u8bef\u662f\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\">ValueError<\/span> : cannot perform reduce with flexible type\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5f53\u60a8\u5c1d\u8bd5\u5728 Python \u4e2d\u5bf9\u975e\u6570\u5b57\u5bf9\u8c61\u6267\u884c\u8ba1\u7b97\u65f6\uff0c\u4f1a\u51fa\u73b0\u6b64\u9519\u8bef\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u7ea0\u6b63\u6b64\u9519\u8bef\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u91cd\u73b0\u9519\u8bef<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u6709\u4ee5\u4e0b NumPy \u6570\u7ec4\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#define NumPy array of values\n<\/span>data = np. <span style=\"color: #3366ff;\">array<\/span> (['1', '2', '3', '4', '7', '9', '10', '12'])\n\n<span style=\"color: #008080;\">#attempt to calculate median of values\n<\/span>n.p. <span style=\"color: #3366ff;\">median<\/span> (data)\n\n<span style=\"color: #ff0000;\">TypeError<\/span> : cannot perform reduce with flexible type\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u6536\u5230\u4e00\u4e2a<strong>\u7c7b\u578b\u9519\u8bef<\/strong>\uff0c\u56e0\u4e3a\u6211\u4eec\u8bd5\u56fe\u8ba1\u7b97\u5b57\u7b26\u4e32\u503c\u5217\u8868\u7684\u4e2d\u4f4d\u6570\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u4fee\u590d\u9519\u8bef<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4fee\u590d\u6b64\u9519\u8bef\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u5c06 NumPy \u6570\u7ec4\u8f6c\u6362\u4e3a\u6d6e\u70b9\u5bf9\u8c61\uff0c\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u5bf9\u5176\u6267\u884c\u6570\u5b66\u8fd0\u7b97\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u6267\u884c\u6b64\u64cd\u4f5c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#convert NumPy array of string values to float values<\/span>\ndata_new = data. <span style=\"color: #3366ff;\">astype<\/span> (float)\n\n<span style=\"color: #008080;\">#view updated NumPy array\n<\/span>data_new\n<\/span>\n<span style=\"color: #000000;\">array([ 1., 2., 3., 4., 7., 9., 10., 12.])\n\n<span style=\"color: #008080;\">#check data type of array<\/span>\ndata_new. <span style=\"color: #3366ff;\">dtype\n\n<\/span>dtype('float64')\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u73b0\u5728\u53ef\u4ee5\u5bf9 NumPy \u6570\u7ec4\u6267\u884c\u6570\u5b66\u8fd0\u7b97\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate median value of array\n<\/span>n.p. <span style=\"color: #3366ff;\">median<\/span> (data_new)\n\n5.5\n\n<span style=\"color: #008080;\">#calculate mean value of array\n<\/span>n.p. <span style=\"color: #3366ff;\">mean<\/span> (data_new)\n\n6.0\n\n<span style=\"color: #008080;\">#calculate max value of array\n<\/span>n.p. <span style=\"color: #3366ff;\">max<\/span> (data_new)\n\n12.0<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6211\u4eec\u4e0d\u4f1a\u6536\u5230\u4efb\u4f55\u9519\u8bef\uff0c\u56e0\u4e3a NumPy \u6570\u7ec4\u662f\u6d6e\u70b9\u5bf9\u8c61\uff0c\u8fd9\u610f\u5473\u7740\u6211\u4eec\u53ef\u4ee5\u5bf9\u5176\u6267\u884c\u6570\u5b66\u8fd0\u7b97\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u4fee\u590d Python \u4e2d\u7684\u5176\u4ed6\u5e38\u89c1\u9519\u8bef\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u718a\u732b\u5173\u952e\u9519\u8bef\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4fee\u590d Pandas \u4e2d\u7684 KeyError<\/a><br \/> <a href=\"https:\/\/statorials.org\/cn\/valueerror-\u65e0\u6cd5\u5c06-float-nan-\u8f6c\u6362\u4e3a\u6574\u6570\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4fee\u590d\uff1aValueError\uff1a\u65e0\u6cd5\u5c06 float NaN \u8f6c\u6362\u4e3a int<\/a><br \/> <a href=\"https:\/\/statorials.org\/cn\/\u64cd\u4f5c\u6570\u65e0\u6cd5\u7528\u4ee5\u4e0b\u5f62\u5f0f\u5e7f\u64ad\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u4fee\u590d\uff1aValueError\uff1a\u64cd\u4f5c\u6570\u65e0\u6cd5\u4e0e\u5f62\u72b6\u4e00\u8d77\u5e7f\u64ad<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528Python\u65f6\u53ef\u80fd\u4f1a\u9047\u5230\u7684\u9519\u8bef\u662f\uff1a ValueError : cannot perform reduce  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2362","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u4fee\u590d\uff1a\u7c7b\u578b\u9519\u8bef\uff1a\u65e0\u6cd5\u4f7f\u7528\u7075\u6d3b\u7c7b\u578b\u6298\u53e0 - Statorials<\/title>\n<meta name=\"description\" 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