{"id":3198,"date":"2023-07-18T17:58:58","date_gmt":"2023-07-18T17:58:58","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa-numpy-%e6%95%b0%e7%bb%84\/"},"modified":"2023-07-18T17:58:58","modified_gmt":"2023-07-18T17:58:58","slug":"%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa-numpy-%e6%95%b0%e7%bb%84","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa-numpy-%e6%95%b0%e7%bb%84\/","title":{"rendered":"\u5982\u4f55\u6bd4\u8f83\u4e24\u4e2a numpy \u6570\u7ec4\uff1a\u793a\u4f8b"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u6bd4\u8f83\u4e24\u4e2a NumPy \u6570\u7ec4\u7684\u503c\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1\uff1a\u6d4b\u8bd5\u4e24\u4e2a NumPy \u6570\u7ec4\u5728\u5143\u7d20\u7ea7\u522b\u662f\u5426\u76f8\u7b49<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#test if array A and array B are element-wise equal<\/span>\nn.p. <span style=\"color: #3366ff;\">array_equal<\/span> (A,B)\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2\uff1a\u6d4b\u8bd5\u4e24\u4e2a NumPy \u6570\u7ec4\u5728\u5143\u7d20\u7ea7\u522b\u662f\u5426\u76f8\u7b49\uff08\u5728\u5bb9\u5dee\u8303\u56f4\u5185\uff09<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#test if array A and array B are element-wise equal (within absolute tolerance of 2)<\/span>\nn.p. <span style=\"color: #3366ff;\">allclose<\/span> (A, B, atol= <span style=\"color: #008080;\">2<\/span> )\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u6bcf\u79cd\u65b9\u6cd5\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a\u6d4b\u8bd5\u4e24\u4e2a NumPy \u6570\u7ec4\u5728\u5143\u7d20\u7ea7\u522b\u662f\u5426\u76f8\u7b49<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u4f7f\u7528<strong>array_equal()<\/strong>\u51fd\u6570\u6d4b\u8bd5\u4e24\u4e2a NumPy \u6570\u7ec4\u5728\u5143\u7d20\u7ea7\u522b\u662f\u5426\u76f8\u7b49\uff1a<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<\/span>\n#create two NumPy arrays\n<\/span>A = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 4, 5, 7, 10])\nB = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 4, 5, 7, 10])\n\n<span style=\"color: #008080;\">#test if arrays are element-wise equal\n<\/span>n.p. <span style=\"color: #3366ff;\">array_equal<\/span> (A,B)\n\nTrue<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8be5\u51fd\u6570\u8fd4\u56de<strong>True\uff0c<\/strong>\u56e0\u4e3a\u4e24\u4e2a NumPy \u6570\u7ec4\u5177\u6709\u76f8\u540c\u7684\u957f\u5ea6\uff0c\u5e76\u4e14\u5728\u76f8\u540c\u4f4d\u7f6e\u5177\u6709\u76f8\u540c\u7684\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0c\u5982\u679c\u4e24\u4e2a NumPy \u6570\u7ec4\u5177\u6709\u76f8\u540c\u7684\u503c\u4f46\u4f4d\u7f6e\u4e0d\u540c\uff0c\u8be5\u51fd\u6570\u5c06\u8fd4\u56de<strong>False<\/strong> \uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<\/span>\n#create two NumPy arrays with same values but in different positions\n<\/span>A = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 4, 5, 7, 10])\nB = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 4, 7, 5, 10])\n\n<span style=\"color: #008080;\">#test if arrays are element-wise equal\n<\/span>n.p. <span style=\"color: #3366ff;\">array_equal<\/span> (A,B)\n\nFalse<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u6d4b\u8bd5\u4e24\u4e2a NumPy \u6570\u7ec4\u5728\u5143\u7d20\u7ea7\u522b\u662f\u5426\u76f8\u7b49\uff08\u5728\u5bb9\u5dee\u8303\u56f4\u5185\uff09<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u5982\u4f55\u4f7f\u7528<strong>allclose()<\/strong>\u51fd\u6570\u6d4b\u8bd5\u4e24\u4e2a NumPy \u6570\u7ec4\u5728\u5143\u7d20\u7ea7\u522b\u662f\u5426\u76f8\u7b49\uff08\u5bb9\u5dee\u503c<strong>2<\/strong>\u5185\uff09\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<\/span>\n#create two NumPy arrays\n<\/span>A = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 4, 5, 7, 10])\nB = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 4, 7, 8, 10])\n\n<span style=\"color: #008080;\">#test if arrays are element-wise equal (within absolute tolerance of 2)\n<\/span>n.p. <span style=\"color: #3366ff;\">allclose<\/span> (A, B, atol= <span style=\"color: #008000;\">2<\/span> )\n\nTrue<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8be5\u51fd\u6570\u8fd4\u56de<strong>True<\/strong> \uff0c\u56e0\u4e3a\u6bcf\u4e2a NumPy \u6570\u7ec4\u4e4b\u95f4\u7684\u5339\u914d\u5143\u7d20\u90fd\u5728 2 \u4ee5\u5185\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u6211\u4eec\u770b\u5230\u6bcf\u4e2a\u6570\u7ec4\u7684\u7b2c\u4e09\u4e2a\u548c\u7b2c\u56db\u4e2a\u4f4d\u7f6e\u7684\u5143\u7d20\u4e0d\u540c\uff0c\u4f46\u7531\u4e8e\u6bcf\u5bf9\u76f8\u8ddd 2 \u4e2a\u503c\uff0c\u56e0\u6b64\u51fd\u6570\u8fd4\u56de true\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f46\u662f\uff0c\u5982\u679c\u6211\u4eec\u5c06\u7edd\u5bf9\u5bb9\u5dee (atol) \u53c2\u6570\u66f4\u6539\u4e3a<strong>1<\/strong> \uff0c\u5219\u8be5\u51fd\u6570\u5c06\u8fd4\u56de<strong>False<\/strong> \uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<\/span>\n#create two NumPy arrays\n<\/span>A = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 4, 5, 7, 10])\nB = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 4, 7, 8, 10])\n\n<span style=\"color: #008080;\">#test if arrays are element-wise equal (within absolute tolerance of 1)\n<\/span>n.p. <span style=\"color: #3366ff;\">allclose<\/span> (A, B, atol= <span style=\"color: #008000;\">1<\/span> )\n\nFalse<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8be5\u51fd\u6570\u8fd4\u56de<b>False<\/b> \uff0c\u56e0\u4e3a\u6bcf\u4e2a NumPy \u6570\u7ec4\u7684\u7b2c\u4e09\u4e2a\u4f4d\u7f6e\u4e2d\u7684\u5bf9\u5e94\u5143\u7d20\u5f7c\u6b64\u4e4b\u95f4\u7684\u8ddd\u79bb\u4e0d\u662f 1\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a\u6709\u5173<a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/generated\/numpy.array_equal.html\" target=\"_blank\" rel=\"noopener\">array_equal<\/a>\u548c<a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/generated\/numpy.allclose.html\" target=\"_blank\" rel=\"noopener\">allclose<\/a>\u51fd\u6570\u7684\u5b8c\u6574\u8bf4\u660e\uff0c\u8bf7\u53c2\u9605 NumPy \u6587\u6863\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\u5728 NumPy \u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u9ebb\u6728\u79fb\u4f4d\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u79fb\u52a8 NumPy \u6570\u7ec4\u4e2d\u7684\u5143\u7d20<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u6570\u5b57\u8d26\u6237\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8ba1\u7b97 NumPy \u4e2d\u5143\u7d20\u51fa\u73b0\u7684\u6b21\u6570<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u6570\u5b57\u6a21\u5f0f\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8ba1\u7b97 NumPy \u6570\u7ec4\u7684\u4f17\u6570<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\u6765\u6bd4\u8f83\u4e24\u4e2a NumPy \u6570\u7ec4\u7684\u503c\uff1a \u65b9\u6cd5 1\uff1a\u6d4b\u8bd5\u4e24\u4e2a NumPy \u6570\u7ec4\u5728\u5143\u7d20\u7ea7\u522b\u662f\u5426\u76f8\u7b49  [&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-3198","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\u6bd4\u8f83\u4e24\u4e2a NumPy \u6570\u7ec4\uff08\u5e26\u6709\u793a\u4f8b\uff09-Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u51e0\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u6bd4\u8f83\u4e24\u4e2a NumPy \u6570\u7ec4\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/cn\/\u6bd4\u8f83\u4e24\u4e2a-numpy-\u6570\u7ec4\/\" \/>\n<meta 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