{"id":993,"date":"2023-07-28T01:51:38","date_gmt":"2023-07-28T01:51:38","guid":{"rendered":"https:\/\/statorials.org\/cn\/matplotlib-%e7%ad%89%e9%ab%98%e7%ba%bf%e5%9b%be\/"},"modified":"2023-07-28T01:51:38","modified_gmt":"2023-07-28T01:51:38","slug":"matplotlib-%e7%ad%89%e9%ab%98%e7%ba%bf%e5%9b%be","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/matplotlib-%e7%ad%89%e9%ab%98%e7%ba%bf%e5%9b%be\/","title":{"rendered":"\u5982\u4f55\u5728 matplotlib \u4e2d\u521b\u5efa\u7b49\u9ad8\u7ebf\u56fe"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u7b49\u503c\u7ebf\u56fe<\/strong>\u662f\u4e00\u79cd\u7ed8\u56fe\u7c7b\u578b\uff0c\u5b83\u5141\u8bb8\u6211\u4eec\u4f7f\u7528\u7b49\u503c\u7ebf\u5728\u4e8c\u7ef4\u4e2d\u53ef\u89c6\u5316\u4e09\u7ef4\u6570\u636e\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4e24\u4e2a\u51fd\u6570\u5728 Matplotlib \u4e2d\u521b\u5efa\u7b49\u9ad8\u7ebf\u56fe\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.1\/api\/_as_gen\/matplotlib.pyplot.contour.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib.pyplot.contour()<\/a> \u2013 \u521b\u5efa\u7b49\u9ad8\u7ebf\u56fe\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.1\/api\/_as_gen\/matplotlib.pyplot.contourf.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib.pyplot.contourf()<\/a> \u2013 \u521b\u5efa\u586b\u5145\u7b49\u9ad8\u7ebf\u56fe\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4e0b\u9762\u7684\u4f8b\u5b50\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u8fd9\u4e24\u4e2a\u51fd\u6570\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1aMatplotlib \u4e2d\u7684\u7b49\u9ad8\u7ebf\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5728Python\u4e2d\u6709\u4ee5\u4e0b\u6570\u636e\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n\nx = np.linspace(0, 5, 50)\ny = np.linspace(0, 5, 40)\n\nX, Y = np.meshgrid(x, y)\nZ = np.sin(X*2+Y)*3 + np.cos(Y+5)\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u4e3a\u6570\u636e\u521b\u5efa\u7b49\u503c\u7ebf\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\nplt. <span style=\"color: #3366ff;\">outline<\/span> (X, Y, Z, colors=' <span style=\"color: #993300;\">black<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10299 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibcontour1.png\" alt=\"matplotlib \u4e2d\u7684\u7b49\u9ad8\u7ebf\u56fe\" width=\"420\" height=\"287\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5f53\u7ed8\u56fe\u4ec5\u4f7f\u7528\u4e00\u79cd\u989c\u8272\u65f6\uff0c\u865a\u7ebf\u4ee3\u8868\u8d1f\u503c\uff0c\u5b9e\u7ebf\u4ee3\u8868\u6b63\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u53e6\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528<strong>cmap<\/strong>\u53c2\u6570\u6307\u5b9a\u989c\u8272\u56fe\u3002\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>\u7ea7\u522b<\/strong>\u53c2\u6570\u6307\u5b9a\u8981\u5728\u56fe\u4e2d\u4f7f\u7528\u7684\u66f4\u591a\u7ebf\u6761\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">contour<\/span> (X, Y, Z, levels= <span style=\"color: #008000;\">30<\/span> , cmap=' <span style=\"color: #993300;\">Reds<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10300 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibcontour2.png\" alt=\"Matplotlib \u7b49\u9ad8\u7ebf\u56fe\u4e0e cmap\" width=\"419\" height=\"294\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u9009\u62e9\u4f7f\u7528\u201cReds\u201dcmap\uff0c\u4f46\u60a8\u53ef\u4ee5\u5728<a href=\"https:\/\/matplotlib.org\/3.3.1\/tutorials\/colors\/colormaps.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib \u6587\u6863\u9875\u9762<\/a>\u4e0a\u627e\u5230\u8c03\u8272\u677f\u9009\u9879\u7684\u5b8c\u6574\u5217\u8868\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1aMatplotlib \u4e2d\u7684\u586b\u5145\u7b49\u9ad8\u7ebf\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><strong>\u586b\u5145\u8f6e\u5ed3\u8def\u5f84<\/strong>\u4e0e\u8f6e\u5ed3\u8def\u5f84\u7c7b\u4f3c\uff0c\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\u586b\u5145\u4e86\u7ebf\u6761\u4e4b\u95f4\u7684\u7a7a\u95f4\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528<strong>contourf()<\/strong>\u51fd\u6570\u4e3a\u4e0a\u4e00\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u76f8\u540c\u6570\u636e\u521b\u5efa\u586b\u5145\u7b49\u9ad8\u7ebf\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">contourf<\/span> (X, Y, Z, cmap=' <span style=\"color: #993300;\">Reds<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10301 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibcontour3.png\" alt=\"Matplotlib \u4e2d\u7684\u586b\u5145\u7b49\u9ad8\u7ebf\u56fe\" width=\"410\" height=\"285\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528<strong>colorbar()<\/strong>\u51fd\u6570\u5728\u7ed8\u56fe\u65c1\u8fb9\u6dfb\u52a0\u5e26\u6807\u7b7e\u7684\u989c\u8272\u6761\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">contourf<\/span> (X, Y, Z, cmap=' <span style=\"color: #993300;\">Reds<\/span> ')\nplt. <span style=\"color: #3366ff;\">colorbar<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10302 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibcontour4.png\" alt=\"Matplotlib \u4e2d\u5e26\u6709\u989c\u8272\u6761\u7684\u7b49\u9ad8\u7ebf\u56fe\" width=\"449\" height=\"318\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><em>\u60a8\u53ef\u4ee5<a href=\"https:\/\/statorials.org\/cn\/\u7edf\u8ba1\u5b66\u4ee5\u7b80\u5355\u76f4\u63a5\u7684\u65b9\u5f0f\u89e3\u91ca\u6982\u5ff5\uff0c\u6211\u4eec\u4f7f\u5b66\u4e60\u7edf\u8ba1\u53d8\u5f97\u66f4\u5bb9\u6613\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5728\u6b64\u5904<\/a>\u627e\u5230\u66f4\u591a Matplotlib \u6559\u7a0b\u3002<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b49\u503c\u7ebf\u56fe\u662f\u4e00\u79cd\u7ed8\u56fe\u7c7b\u578b\uff0c\u5b83\u5141\u8bb8\u6211\u4eec\u4f7f\u7528\u7b49\u503c\u7ebf\u5728\u4e8c\u7ef4\u4e2d\u53ef\u89c6\u5316\u4e09\u7ef4\u6570\u636e\u3002 \u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4e24\u4e2a\u51fd\u6570\u5728 Matplot [&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-993","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\u5728 Matplotlib \u4e2d\u521b\u5efa\u7b49\u9ad8\u7ebf\u56fe - Statorials<\/title>\n<meta name=\"description\" content=\"\u901a\u8fc7\u793a\u4f8b\u7b80\u5355\u8bf4\u660e\u5982\u4f55\u5728 Matplotlib \u4e2d\u521b\u5efa\u7b49\u503c\u7ebf\u56fe\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\/matplotlib-\u7b49\u9ad8\u7ebf\u56fe\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta 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