{"id":1796,"date":"2021-08-02T16:56:15","date_gmt":"2021-08-02T08:56:15","guid":{"rendered":"https:\/\/egonlin.com\/?p=1796"},"modified":"2022-02-07T17:09:06","modified_gmt":"2022-02-07T09:09:06","slug":"matplotlib%ef%bc%9a%e7%bb%98%e5%9b%be%e5%92%8c%e5%8f%af%e8%a7%86%e5%8c%96","status":"publish","type":"post","link":"https:\/\/egonlin.com\/?p=1796","title":{"rendered":"Matplotlib\uff1a\u7ed8\u56fe\u548c\u53ef\u89c6\u5316"},"content":{"rendered":"<h1>Matplotlib\uff1a\u7ed8\u56fe\u548c\u53ef\u89c6\u5316<\/h1>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/05-10-\u753b\u56fe-1.jpg'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/05-10-\u753b\u56fe-1.jpg\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" \/><\/div><\/p>\n<ul>\n<li>\u7b80\u4ecb<\/li>\n<li>\u7b80\u5355\u7ed8\u5236\u7ebf\u5f62\u56fe<\/li>\n<li>plot\u51fd\u6570<\/li>\n<li>\u652f\u6301\u56fe\u7c7b\u578b<\/li>\n<li>\u4fdd\u5b58\u56fe\u8868<\/li>\n<\/ul>\n<h3>1\u3001\u7b80\u4ecb<\/h3>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/\u6076\u641e\u56fe01-4.png'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/\u6076\u641e\u56fe01-4.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" \/><\/div><\/p>\n<p>Matplotlib\u662f\u4e00\u4e2a\u5f3a\u5927\u7684Python\u7ed8\u56fe\u548c\u6570\u636e\u53ef\u89c6\u5316\u7684\u5de5\u5177\u5305\u3002\u6570\u636e\u53ef\u89c6\u5316\u4e5f\u662f\u6211\u4eec\u6570\u636e\u5206\u6790\u7684\u6700\u91cd\u8981\u7684\u5de5\u4f5c\u4e4b\u4e00\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5f88\u591a\u64cd\u4f5c\uff0c\u4f8b\u5982\uff1a\u627e\u51fa\u5f02\u5e38\u503c\u3001\u5fc5\u8981\u7684\u4e00\u4e9b\u6570\u636e\u8f6c\u6362\u7b49\u3002\u5b8c\u6210\u6570\u636e\u5206\u6790\u7684\u6700\u7ec8\u7ed3\u679c\u4e5f\u8bb8\u5c31\u662f\u505a\u4e00\u4e2a\u53ef\u4ea4\u4e92\u7684\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n<p>\u5b89\u88c5\u65b9\u5f0f\uff1a<\/p>\n<blockquote>\n<p>pip install matplotlib<\/p>\n<\/blockquote>\n<p>\u5f15\u7528\u65b9\u6cd5\uff1a<\/p>\n<blockquote>\n<p>import matplotlib.pyplot as plt<\/p>\n<\/blockquote>\n<h3>2\u3001\u7b80\u5355\u7ed8\u5236\u7ebf\u5f62\u56fe<\/h3>\n<pre><code class=\"language-python\">plt.plot()   # \u7ed8\u56fe\u51fd\u6570\nplt.show()   # \u663e\u793a\u56fe\u50cf<\/code><\/pre>\n<p>\u5728jupyter notebook\u4e2d\u4e0d\u6267\u884c\u8fd9\u6761\u8bed\u53e5\u4e5f\u662f\u53ef\u4ee5\u5c06\u56fe\u5f62\u5c55\u793a\u51fa\u6765<\/p>\n<pre><code class=\"language-python\">import matplotlib.pyplot as plt\nimport numpy as np\ndata = np.arange(10)\nplt.plot(data)\nplt.show() # \u663e\u793a\u56fe\u50cf\uff0c\u5728notebook\u4e2d\u4e0d\u6267\u884c\u8fd9\u4e00\u53e5\u4e5f\u53ef\u4ee5<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\uff1a<\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/matplot1-1.png'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/matplot1-1.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" \/><\/div><\/p>\n<p>\u867d\u7136seaborn\u8fd9\u4e9b\u5e93\u548cpandas\u7684\u5185\u7f6e\u7ed8\u56fe\u51fd\u6570\u80fd\u591f\u5904\u7406\u8bb8\u591a\u666e\u901a\u7684\u7ed8\u56fe\u4efb\u52a1\uff0c\u5982\u679c\u9700\u8981\u81ea\u5b9a\u4e49\u4e00\u4e9b\u9ad8\u7ea7\u529f\u80fd\u7684\u8bdd\u5c31\u5fc5\u987b\u8981matplotlib API.<\/p>\n<p>\u63d2\u56fe\uff1a\u6076\u641e\u56fe02<\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/\u6076\u641e\u56fe02-4.png'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/\u6076\u641e\u56fe02-4.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" \/><\/div><\/p>\n<h3>3\u3001plot\u51fd\u6570<\/h3>\n<blockquote>\n<p>plot\u51fd\u6570\uff1a\u7ed8\u5236\u6298\u7ebf\u56fe<\/p>\n<\/blockquote>\n<ul>\n<li>\u7ebf\u578blinestyle(-,-.,&#8211;,..)<\/li>\n<li>\u70b9\u578bmarker(v,^,s,*,H,+,X,D,O,&#8230;)<\/li>\n<li>\u989c\u8272color(b,g,r,y,k,w,&#8230;)<\/li>\n<\/ul>\n<pre><code class=\"language-python\">plt.plot([0,3,9,15,30],linestyle = &#039;-.&#039;,color = &#039;r&#039;,marker = &#039;o&#039;) <\/code><\/pre>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/matplot2-1.png'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/matplot2-1.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" \/><\/div><\/p>\n<blockquote>\n<p>\u56fe\u50cf\u6807\u6ce8<\/p>\n<\/blockquote>\n<table>\n<thead>\n<tr>\n<th>\u65b9\u6cd5<\/th>\n<th style=\"text-align: center;\">\u63cf\u8ff0<\/th>\n<th><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>plt.title()<\/td>\n<td style=\"text-align: center;\">\u8bbe\u7f6e\u56fe\u50cf\u6807\u9898<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>plt.xlabel()<\/td>\n<td style=\"text-align: center;\">\u8bbe\u7f6ex\u8f74\u540d\u79f0<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>plt.ylabel()<\/td>\n<td style=\"text-align: center;\">\u8bbe\u7f6ey\u8f74\u540d\u79f0<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>plt.xlim()<\/td>\n<td style=\"text-align: center;\">\u8bbe\u7f6ex\u8f74\u8303\u56f4<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>plt.ylim()<\/td>\n<td style=\"text-align: center;\">\u8bbe\u7f6ey\u8f74\u8303\u56f4<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>plt.xticks()<\/td>\n<td style=\"text-align: center;\">\u8bbe\u7f6ex\u8f74\u523b\u5ea6<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>plt.yticks()<\/td>\n<td style=\"text-align: center;\">\u8bbe\u7f6ey\u8f74\u523b\u5ea6<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>plt.legend()<\/td>\n<td style=\"text-align: center;\">\u8bbe\u7f6e\u66f2\u7ebf\u56fe\u4f8b<\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<pre><code class=\"language-python\">plt.plot([0,3,9,15,30],linestyle = &#039;-.&#039;,color = &#039;r&#039;,marker = &#039;o&#039;,label=&quot;A&quot;) \nplt.plot([1,3,16,23,30],[30,23,13,25,30],label=&#039;B&#039;)\nplt.title(&quot;Title&quot;)  # \u6807\u9898\nplt.xlabel(&#039;X&#039;)  # x\u8f74\u540d\u79f0\nplt.ylabel(&#039;Y&#039;)  # y\u8f74\u540d\u79f0\n\nplt.xticks(np.arange(0,30,2))  # x\u8f74\u523b\u5ea6\nplt.xlim(-0.2,10,2)  # x\u8f74\u8303\u56f4\nplt.legend()  # \u66f2\u7ebf\u56fe\u4f8b<\/code><\/pre>\n<p>\u8fd0\u884c\u56fe\u4f8b\uff1a<\/p>\n<p><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/matplot3-1.png'><img class=\"lazyload lazyload-style-2\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  data-original=\"https:\/\/egonlin.com\/wp-content\/uploads\/2021\/08\/matplot3-1.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" \/><\/div><\/p>\n<blockquote>\n<p>\u7ed8\u5236\u6570\u5b66\u51fd\u6570<\/p>\n<\/blockquote>\n<p>\u4f7f\u7528Matplotlib\u6a21\u5757\u5728\u4e00\u4e2a\u7a97\u53e3\u4e2d\u7ed8\u5236\u6570\u5b66\u51fd\u6570y=x, y=x**2,y=sinx\u7684\u56fe\u50cf\uff0c\u4f7f\u7528\u4e0d\u540c\u989c\u8272\u7684\u7ebf\u52a0\u4ee5\u533a\u522b\uff0c\u5e76\u4f7f\u7528\u56fe\u4f8b\u8bf4\u660e\u5404\u4e2a\u7ebf\u4ee3\u8868\u4ec0\u4e48\u51fd\u6570\u3002<\/p>\n<p><\/p><div id=\"rml_readmorelogin_placeholder\" style=\"position:relative;\"><div id=\"rml_fade_content\" style=\"position: absolute;\r\ntop:-10em;\r\nwidth:100%;\r\nheight:10em;\r\nbackground: -webkit-linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\r\nbackground-image: -moz-linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\r\nbackground-image: -o-linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\r\nbackground-image: linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\r\nbackground-image: -ms-linear-gradient(rgba(255, 255, 255, 0) 0%,#ffffff 100%);\"><\/div><div class=\"wpf-controller aru_rml_from_in_post\" style=\"background-color:#eeeeee;border:5px solid #cce6ff;\" id=\"ARU_ReadMoreLogin_ReadMoreLoginController\"><h2 id=\"Header\">\u67e5\u770b\u66f4\u591a<\/h2><div id=\"Message\"><p>\u8054\u7cfb\u7ba1\u7406\u5458\u5fae\u4fe1tutu19192010\uff0c\u6ce8\u518c\u8d26\u53f7<\/p>\n<\/div><div id=\"StatusBarHeader\"><\/div><form id=\"ARU_ReadMoreLogin_ReadMoreLoginController\"><input name=\"post_id\" value=\"1796\" type=\"hidden\"\/><input name=\"_init_callback\" value=\"InitLogin\" type=\"hidden\"\/><input name=\"post_id\" value=\"1796\" type=\"hidden\"\/><input name=\"rt_ype\" value=\"1\" 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id=aru_remaining_content><\/div>","protected":false},"excerpt":{"rendered":"<p>Matplotlib\uff1a\u7ed8\u56fe\u548c\u53ef\u89c6\u5316 \u7b80\u4ecb \u7b80\u5355\u7ed8\u5236\u7ebf\u5f62\u56fe plot\u51fd\u6570 \u652f\u6301\u56fe\u7c7b\u578b \u4fdd\u5b58\u56fe\u8868 1\u3001\u7b80\u4ecb Mat [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2738,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[222],"tags":[216,226],"_links":{"self":[{"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/posts\/1796"}],"collection":[{"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1796"}],"version-history":[{"count":0,"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/posts\/1796\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=\/wp\/v2\/media\/2738"}],"wp:attachment":[{"href":"https:\/\/egonlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1796"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1796"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/egonlin.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}